From d777cc212ac18da9c14a05438abc18f76a0f2c11 Mon Sep 17 00:00:00 2001
From: laurenpmarazzi <laurenmarazzi@gmail.com>
Date: Sun, 6 Nov 2022 20:28:02 -0500
Subject: [PATCH 1/4] data upload

---
 .DS_Store                                     |  Bin 0 -> 12292 bytes
 1_individual_methods_analysis/.DS_Store       |  Bin 0 -> 10244 bytes
 1_individual_methods_analysis/.RData          |  Bin 0 -> 214760 bytes
 1_individual_methods_analysis/.Rhistory       |  512 ++++
 1_individual_methods_analysis/README.md       |   22 +
 1_individual_methods_analysis/analysis.Rmd    |  669 +++++
 1_individual_methods_analysis/analysis.html   | 2641 +++++++++++++++++
 .../Average_Combined_data_sums_37.csv         |   42 +
 .../Average_Combined_data_sums_73.csv         |   42 +
 .../Average_Combined_data_sums_equal.csv      |   42 +
 .../Average_Combined_data_sums_onlyACC.csv    |   42 +
 .../Average_Combined_data_sums_onlyAUC.csv    |   42 +
 ...Average_Median_Combined_data_median_37.csv |   42 +
 ...Average_Median_Combined_data_median_73.csv |   42 +
 ...rage_Median_Combined_data_median_equal.csv |   42 +
 ...ge_Median_Combined_data_median_onlyACC.csv |   42 +
 ...ge_Median_Combined_data_median_onlyAUC.csv |   42 +
 .../heatmap_medians.pdf                       |  Bin 0 -> 112571 bytes
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 1_individual_methods_analysis/sim1/.DS_Store  |  Bin 0 -> 6148 bytes
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HcmV?d00001

diff --git a/1_individual_methods_analysis/.Rhistory b/1_individual_methods_analysis/.Rhistory
new file mode 100644
index 0000000..1251f88
--- /dev/null
+++ b/1_individual_methods_analysis/.Rhistory
@@ -0,0 +1,512 @@
+methods<-c("BCohF","BCorrU","BF_PFmean","PCohF","T_BCmean","T_BF_BCmean","T_BF_PF_BCmean","T_BF_PFmean","T_BFmean","T_PF_BCmean","T_PFmean","Tigress")
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+create_rowsum_lineplot<-function(pattern,methods){
+count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files) {
+f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% methods)
+f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+colnames(f)[3]<-c('time_series')
+#if the counts object is empty just copy the f to m
+if(length(d1) == 0){
+d1 <- f
+} else
+{
+#if the dataframe is not empty then merge the data
+d1 <- rbind(d1,f)
+}
+}
+d1$time_series<-gsub("sim","",d1$time_series)
+d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+colnames(d1)<-c("Method","Row Sum","Network")
+d1$`Row Sum`<-d1$`Row Sum`/50
+return(d1)
+}
+pal<-c("#8dd3c7","#bebada","#fb8072","#80b1d3","#fdb462","#ffed6f","#b3de69","#d9d9d9","#ffffb3","#bc80bd","#ccebc5","#fccde5")
+methods<-c("BCohF","BCorrU","BF_PFmean","PCohF","T_BCmean","T_BF_BCmean","T_BF_PF_BCmean","T_BF_PFmean","T_BFmean","T_PF_BCmean","T_PFmean","Tigress")
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_AUConly.pdf")
+#onlyACC
+pattern<-"Combined_data_sums_onlyACC.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_ACConly.pdf")
+#equal weights
+pattern<-"Combined_data_sums_equal.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_equal.pdf")
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_37.pdf")
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_73.pdf")
+create_median_lineplot<-function(pattern,methods){
+count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files) {
+f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% methods)
+f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+colnames(f)[3]<-c('time_series')
+#if the counts object is empty just copy the f to m
+if(length(d1) == 0){
+d1 <- f
+} else
+{
+#if the dataframe is not empty then merge the data
+d1 <- rbind(d1,f)
+}
+}
+d1$time_series<-gsub("sim","",d1$time_series)
+d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+colnames(d1)<-c("Method","Median","Network")
+return(d1)
+}
+#onlyAUC
+pattern<-"Combined_data_median_onlyAUC.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_AUConly.pdf")
+#onlyACC
+pattern<-"Combined_data_median_onlyACC.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_ACConly.pdf")
+#equal weights
+pattern<-"Combined_data_median_equal.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_equal.pdf")
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_37.pdf")
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_73.pdf")
+create_rowsum_lineplot<-function(pattern){
+count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files) {
+f <- read.csv(i,row.names = 1)
+f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+colnames(f)[3]<-c('time_series')
+#if the counts object is empty just copy the f to m
+if(length(d1) == 0){
+d1 <- f
+} else
+{
+#if the dataframe is not empty then merge the data
+d1 <- rbind(d1,f)
+}
+}
+d1$time_series<-gsub("sim","",d1$time_series)
+d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+colnames(d1)<-c("Method","Row Sum","Network")
+d1$`Row Sum`<-d1$`Row Sum`/50
+return(d1)
+}
+create_median_lineplot<-function(pattern){
+count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files) {
+f <- read.csv(i,row.names = 1)
+f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+colnames(f)[3]<-c('time_series')
+#if the counts object is empty just copy the f to m
+if(length(d1) == 0){
+d1 <- f
+} else
+{
+#if the dataframe is not empty then merge the data
+d1 <- rbind(d1,f)
+}
+}
+d1$time_series<-gsub("sim","",d1$time_series)
+d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+colnames(d1)<-c("Method","Median","Network")
+return(d1)
+}
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+ggplotly(p)
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#onlyACC
+pattern<-"Combined_data_sums_onlyACC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#equal weights
+pattern<-"Combined_data_sums_equal.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#onlyAUC
+pattern<-"Combined_data_median_onlyAUC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#onlyACC
+pattern<-"Combined_data_median_onlyACC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#equal weights
+pattern<-"Combined_data_median_equal.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")
+ggplotly(p)
+p1<-ggplotly(p)
+knitr::opts_chunk$set(
+echo = TRUE,
+fig.show = "hold",
+message = FALSE,
+warning = FALSE
+)
+library(dplyr)
+library(caret)
+library(ggplot2)
+library(plotly)
+library(RColorBrewer)
+library(heatmaply)
+library(stringr)
+?lhei
+??lhei
+knitr::opts_chunk$set(echo = TRUE)
+getwd()
+library(dplyr)
+library(caret)
+library(ggplot2)
+library(plotly)
+library(RColorBrewer)
+library(heatmaply)
+library(stringr)
+pal<-rev(c("#FF0000","#000000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,scale_fill_gradient = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#000000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,500),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,500),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,10000),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,100),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,1),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,.92),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,.97),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,.97),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,1.2),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,1),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,limits = c(0,.94),show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+pal<-rev(c("#FF0000","#000000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+patterns<-c("Combined_data_median_onlyAUC","Combined_data_median_onlyACC","Combined_data_median_equal","Combined_data_median_37","Combined_data_median_73")
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Median"),full.names=TRUE)
+d1<-data.frame()
+for (i in count_files){
+f<-read.csv(i,row.names = 1)
+if(length(d1) == 0){
+d1<-f
+}
+else{
+d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+}
+}
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Median Value across 28 Networks",file = "heatmap_medians.pdf",width=800,height=1000,margins = c(40, 50))  %>%
+layout(height = 900)
diff --git a/1_individual_methods_analysis/README.md b/1_individual_methods_analysis/README.md
new file mode 100644
index 0000000..6ed0b92
--- /dev/null
+++ b/1_individual_methods_analysis/README.md
@@ -0,0 +1,22 @@
+# Individual and combined methods analysis
+
+This subfolder contains the code and data for analyzing the networks created by the 40 single methods inmplemented in MULAN and molecular biology biology methods 
+
+The `sim` subfolders contain the following files for each simulated network:
+
+- Combined_Data_onlyAUC.csv: the area under the reciever operating characteristic (AUROC, abbreviated here as AUC) values for each method for the 50 time series simulations of the network calculated by MULAN
+- Combined_Data_onlyACC.csv: the accuracy (ACC) values for each method for the 50 time series simulations of the network calculated by MULAN
+- Combined_data_sums_onlyAUC: The Row Sums for each  method across the 50 simulated time series using the weight Weight_{AUC=1}, Weight_{ACC=0}
+- Combined_data_sums_onlyACC: The Row Sums for each method across the 50 simulated time series using the weight Weight_{AUC=0}, Weight_{ACC=1}
+- Combined_data_median_onlyAUC: The Median value for each method across the 50 simulated time series using the weight Weight_{AUC=1}, Weight_{ACC=0}
+- Combined_data_median_onlyACC: The Row Sums value for each method across the 50 simulated time series using the weight Weight_{AUC=0}, Weight_{ACC=1}
+- Combined_data_sums_equal: The Row Sums for each method across the 50 simulated time series using the weight Weight_{AUC=0.5}, Weight_{ACC=0.5}
+- Combined_data_median_equal: The Median value for each method across the 50 simulated time series using the weight Weight_{AUC=0.5}, Weight_{ACC=0.5}
+- Combined_data_sums_73: The Row Sums for each method across the 50 simulated time series using the weight Weight_{AUC=0.7}, Weight_{ACC=0.3}
+- Combined_data_median_73: The Median value for each method across the 50 simulated time series using the weight Weight_{AUC=0.7}, Weight_{ACC=0.3}
+- Combined_data_sums_37: The Row Sums for each method across the 50 simulated time series using the weight Weight_{AUC=0.3}, Weight_{ACC=0.7}
+- Combined_data_median_37: The Median value for each method across the 50 simulated time series using the weight Weight_{AUC=0.3}, Weight_{ACC=0.7}
+
+The `averages` subfolder contains the values of the averages for each method across all simulated networks for both the row sums and median values under the various weights of AUROC and ACC
+
+The heatmap and lineplots that display the row sums and median values can be found in the main folder.
diff --git a/1_individual_methods_analysis/analysis.Rmd b/1_individual_methods_analysis/analysis.Rmd
new file mode 100644
index 0000000..44eadb4
--- /dev/null
+++ b/1_individual_methods_analysis/analysis.Rmd
@@ -0,0 +1,669 @@
+---
+title: "Individual Methods Analysis"
+author: "Lauren Marazzi"
+date: "10/25/2022"
+output: html_document
+---
+
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(
+	echo = TRUE,
+	fig.show = "hold",
+	message = FALSE,
+	warning = FALSE
+)
+library(dplyr)
+library(caret)
+library(ggplot2)
+library(plotly)
+library(RColorBrewer)
+library(heatmaply)
+library(stringr)
+```
+
+# Step1: Compute AUROC and ACC Row Sums and Median values under different weights
+
+We identify the top methods for network structure prediction by computing the area under the receiver operating characteristic (AUROC) and accuracy (ACC) row sum and median values for each of the 28 networks. We weight these variables at 5 different ranges: 
+
+* {Weight~AUC=1~,Weight~AUC=0~}
+* {Weight~AUC=0~,Weight~AUC=1~}
+* {Weight~AUC=0.5~,Weight~AUC=0.5~}
+* {Weight~AUC=0.3~,Weight~AUC=0.7~}
+* {Weight~AUC=0.7~,Weight~AUC=0.3~}
+
+```{r load data}
+for (sim in (1:28)){
+  AUC<-read.csv(paste0("sim",sim,"/Combined_Data_onlyAUC.csv"),row.names = 1)
+  ACC<-read.csv(paste0("sim",sim,"/Combined_Data_onlyACC.csv"),row.names = 1)
+
+  #calculate AUC only sums and medians
+  AUC_sum<-cbind(AUC$Method_name,rowSums(AUC[,-1])) %>% as.data.frame()
+  colnames(AUC_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  AUC_sum$Sum_of_avg_across_patients<-as.numeric(AUC_sum$Sum_of_avg_across_patients)
+
+  AUC_median<-cbind(AUC$Method_name,apply(AUC[-1], 1, median)) %>% as.data.frame()
+  colnames(AUC_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(AUC_sum,paste0('sim',sim,'/Combined_data_sums_onlyAUC.csv'),quote=F)
+  write.csv(AUC_median,paste0('sim',sim,'/Combined_data_median_onlyAUC.csv'),quote=F)
+
+  #calculate ACC only sums and medians
+  ACC_sum<-cbind(ACC$Method_name,rowSums(ACC[,-1])) %>% as.data.frame()
+  colnames(ACC_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  ACC_sum$Sum_of_avg_across_patients<-as.numeric(ACC_sum$Sum_of_avg_across_patients)
+
+
+  ACC_median<-cbind(ACC$Method_name,apply(ACC[-1], 1, median)) %>% as.data.frame()
+  colnames(ACC_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(ACC_sum,paste0('sim',sim,'/Combined_data_sums_onlyACC.csv'),quote=F)
+  write.csv(ACC_median,paste0('sim',sim,'/Combined_data_median_onlyACC.csv'),quote=F)
+
+  #  calculate equal weights sums and medians
+  AUC_half<-cbind(sapply(AUC[,-1],"*",0.5))
+  ACC_half<-cbind(sapply(ACC[,-1],"*",0.5))
+  equal<-cbind( AUC_half + ACC_half)
+
+
+  equal_sum<-cbind(AUC$Method_name,rowSums(equal)) %>% as.data.frame()
+  colnames(equal_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  equal_sum$Sum_of_avg_across_patients<-as.numeric(equal_sum$Sum_of_avg_across_patients)
+
+  equal_median<-cbind(AUC$Method_name,apply(equal, 1, median)) %>% as.data.frame()
+  colnames(equal_median)<-c("Method_name","Median_across_patients")
+
+
+  write.csv(equal,paste0('sim',sim,'/Combined_data_equal.csv'),quote=F)
+  write.csv(equal_sum,paste0('sim',sim,'/Combined_data_sums_equal.csv'),quote=F)
+  write.csv(equal_median,paste0('sim',sim,'/Combined_data_median_equal.csv'),quote=F)
+
+
+  #calculate 0.3 AUROC and 0.7 ACC weights sums and medians
+  AUC_low<-cbind(sapply(AUC[,-1],"*",0.3))
+  ACC_high<-cbind(sapply(ACC[,-1],"*",0.7))
+  three_seven<-cbind( AUC_low + ACC_high)
+
+
+  three_seven_sum<-cbind(AUC$Method_name,rowSums(three_seven)) %>% as.data.frame()
+  colnames(three_seven_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  three_seven_sum$Sum_of_avg_across_patients<-as.numeric(three_seven_sum$Sum_of_avg_across_patients)
+
+  three_seven_median<-cbind(AUC$Method_name,apply(three_seven, 1, median)) %>% as.data.frame()
+  colnames(three_seven_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(three_seven,paste0('sim',sim,'/Combined_data_37.csv'),quote=F)
+  write.csv(three_seven_sum,paste0('sim',sim,'/Combined_data_sums_37.csv'),quote=F)
+  write.csv(three_seven_median,paste0('sim',sim,'/Combined_data_median_37.csv'),quote=F)
+
+  #calculate 0.7 AUROC and 0.3 ACC weights sums and medianssums and medians}
+  AUC_high<-cbind(sapply(AUC[,-1],"*",0.7))
+  ACC_low<-cbind(sapply(ACC[,-1],"*",0.3))
+  seven_three<-cbind( AUC_low + ACC_high)
+
+  seven_three_sum<-cbind(AUC$Method_name,rowSums(seven_three)) %>% as.data.frame()
+  colnames(seven_three_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  seven_three_sum$Sum_of_avg_across_patients<-as.numeric(seven_three_sum$Sum_of_avg_across_patients)
+
+
+  seven_three_median<-cbind(AUC$Method_name,apply(seven_three, 1, median)) %>% as.data.frame()
+  colnames(seven_three_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(seven_three,paste0('sim',sim,'/Combined_data_73.csv'),quote=F)
+  write.csv(seven_three_sum,paste0('sim',sim,'/Combined_data_sums_73.csv'),quote=F)
+  write.csv(seven_three_median,paste0('sim',sim,'/Combined_data_median_73.csv'),quote=F)
+}
+```
+
+# Step2: Compute Average Row Sums and Median values under different weights
+
+Next, we compute the average Row Sums and Median values under the 5 AUROC and ACC weights.
+
+```{r average of sums}
+patterns<-c("Combined_data_sums_onlyAUC","Combined_data_sums_onlyACC","Combined_data_sums_equal","Combined_data_sums_37","Combined_data_sums_73")
+
+dir.create("averages")
+
+for (pattern in patterns){
+  count_files <- list.files(recursive=TRUE,pattern=paste0("^",pattern,".csv"),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f <- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 <- f
+    }else
+    {
+     d1$Sum_of_avg_across_patients<-d1$Sum_of_avg_across_patients+f$Sum_of_avg_across_patients
+    }
+  }
+    d1$Sum_of_avg_across_patients<-d1$Sum_of_avg_across_patients/28
+    d1$Sum_of_avg_across_patients<-d1$Sum_of_avg_across_patients/50
+    d1<- d1 %>% arrange(desc(Sum_of_avg_across_patients))
+    write.csv(d1,paste0("averages/Average_",pattern,".csv"),quote=F)
+}
+
+
+```
+
+```{r average of medians, message=FALSE, warning=FALSE}
+patterns<-c("Combined_data_median_onlyAUC","Combined_data_median_onlyACC","Combined_data_median_equal","Combined_data_median_37","Combined_data_median_73")
+
+for (pattern in patterns){
+  count_files <- list.files(recursive=TRUE,pattern=paste0("^",pattern,".csv"),full.names=TRUE)
+  count_files<-count_files[!grepl("all", count_files)]
+  d1<-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f <- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 <- f
+    }else
+    {
+     d1$Median_across_patients<-d1$Median_across_patients+f$Median_across_patients
+    }
+  }
+    d1$Median_across_patients<-d1$Median_across_patients/28
+    d1<- d1 %>% arrange(desc(Median_across_patients))
+    write.csv(d1,paste0("averages/Average_Median_",pattern,".csv"),quote=F)
+}
+rm(list = ls())
+```
+
+# Step3: Generate heatmaps of Average Row Sums and Median values under different weights
+
+To identify the top performing network methods across all 28 networks and under different weights of the AUROC and ACC, we generate a heatmap with hierarchical clustering
+
+```{r heatmaps rowsums, message=FALSE, warning=FALSE}
+pal<-rev(c("#FF0000","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+
+d1<-data.frame()
+for (i in count_files){
+  f<-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1<-f
+  }
+  else{
+    d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+  }
+
+  }
+
+
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+
+
+rowsums_top10<-rownames(d1 %>% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:10]
+rowsums_top4<-rownames(d1 %>% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:4]
+
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+
+```
+
+
+<br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br>
+```{r heatmaps median, message=FALSE, warning=FALSE}
+
+patterns<-c("Combined_data_median_onlyAUC","Combined_data_median_onlyACC","Combined_data_median_equal","Combined_data_median_37","Combined_data_median_73")
+
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Median"),full.names=TRUE)
+
+d1<-data.frame()
+for (i in count_files){
+  f<-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1<-f
+  }
+  else{
+    d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+  }
+
+  }
+
+
+rownames(d1)<-d1$Method_name
+colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+d1<- d1 %>% select(-Method_name)
+
+medians_top10<-rownames(d1 %>% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:10]
+medians_top4<-rownames(d1 %>% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:4]
+
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Median Value across 28 Networks",file = "heatmap_medians.pdf",width=800,height=1000,margins = c(40, 50))  %>%
+  layout(height = 900)
+
+```
+<br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br>
+
+These heatmaps show that the top methods across all networks with all weights of AUROC and ACC are BCohF, BCorrU, PCohF, and Tigress
+
+# Step4: Generate line plots of Average Row Sums and Median AUROC and ACC values under different weights
+
+We can plot how the individual top methods perform in all 28 networks individually using line plots under different weights of AUROC and ACC
+
+
+```{r rowsums top4 lineplot function}
+create_rowsum_lineplot<-function(pattern){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% rowsums_top4)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Row Sum","Network")
+  d1$`Row Sum`<-d1$`Row Sum`/50
+
+  return(d1)
+}
+
+
+```
+
+```{r line plots top 4 rowsums, include=FALSE}
+pal<-c("#8dd3c7","#bebada","#80b1d3","#fccde5")
+
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top4_AUConly.pdf")
+```
+
+```{r plot 1, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r line plot 2, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_sums_onlyACC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top4_ACConly.pdf")
+```
+
+```{r plot 2, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r line plot 3, include=FALSE}
+
+#equal weights
+pattern<-"Combined_data_sums_equal.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top4_equal.pdf")
+
+```
+
+```{r plot 3, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r line plot 4, include=FALSE}
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top4_37.pdf")
+```
+
+```{r plot 4,echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r line plot 5,include=FALSE}
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top4_73.pdf")
+```
+
+```{r plot 5, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+```{r median top4 lineplot function}
+create_median_lineplot<-function(pattern){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% rowsums_top4)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Median","Network")
+
+  return(d1)
+}
+
+
+```
+
+```{r line plots top 4 median, include=FALSE}
+
+#onlyAUC
+pattern<-"Combined_data_median_onlyAUC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top4_AUConly.pdf")
+```
+
+```{r plot 6, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 7, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_median_onlyACC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top4_ACConly.pdf")
+```
+
+```{r plot 7, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 8, include=FALSE}
+#equal weights
+pattern<-"Combined_data_median_equal.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top4_equal.pdf")
+```
+
+```{r plot 8, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+```{r lineplot 9, include=FALSE}
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top4_37.pdf")
+```
+
+```{r plot 9, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+```{r lineplot 10, include=FALSE}
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 4 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top4_73.pdf")
+```
+
+```{r plot 10, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+## We can plot how the top 4 methods perform against the other top 6 methods in all 28 networks individually using line plots under different weights of AUROC and ACC.
+
+```{r rowsums top10 lineplot function, include=FALSE}
+create_rowsum_lineplot<-function(pattern){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% rowsums_top10)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Row Sum","Network")
+  d1$`Row Sum`<-d1$`Row Sum`/50
+
+  return(d1)
+}
+
+
+```
+
+```{r line plots top 10 rowsums, include=FALSE}
+pal<-c("#8dd3c7","#fb8072","#bebada","#fdb462","#ffed6f","#b3de69","#d9d9d9","#80b1d3","#ffffb3","#fccde5")
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top10_AUConly.pdf")
+```
+
+```{r plot 11, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 12, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_sums_onlyACC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top10_ACConly.pdf")
+```
+
+```{r plot 12, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 13, include=FALSE}
+#equal weights
+pattern<-"Combined_data_sums_equal.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top10_equal.pdf")
+
+```
+
+```{r plot 13, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 14, include=FALSE}
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top10_37.pdf")
+
+```
+
+```{r plot 14, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+```{r lineplot 15, include=FALSE}
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_Top10_73.pdf")
+```
+
+
+```{r plot 15, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r median top10 lineplot function, include=FALSE}
+create_median_lineplot<-function(pattern){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% rowsums_top10)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Median","Network")
+
+  return(d1)
+}
+
+
+```
+
+```{r line plots top 10 median, include=FALSE}
+#onlyAUC
+pattern<-"Combined_data_median_onlyAUC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top10_AUConly.pdf")
+```
+
+```{r plot 16, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 17, include=FALSE}
+
+#onlyACC
+pattern<-"Combined_data_median_onlyACC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top10_ACConly.pdf")
+```
+
+
+```{r plot 17, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 18, include=FALSE}
+
+#equal weights
+pattern<-"Combined_data_median_equal.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top10_equal.pdf")
+```
+
+
+```{r plot 18, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 19, include=FALSE}
+
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_median_37.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top10_37.pdf")
+
+
+```
+
+
+```{r plot 19, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 20, include=FALSE}
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_median_73.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 10 Methods across Networks")+scale_color_manual(values=pal)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_Top10_73.pdf")
+```
+
+
+```{r plot 20,echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
\ No newline at end of file
diff --git a/1_individual_methods_analysis/analysis.html b/1_individual_methods_analysis/analysis.html
new file mode 100644
index 0000000..a81710c
--- /dev/null
+++ b/1_individual_methods_analysis/analysis.html
@@ -0,0 +1,2641 @@
+<!DOCTYPE html>
+
+<html>
+
+<head>
+
+<meta charset="utf-8" />
+<meta name="generator" content="pandoc" />
+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
+
+
+<meta name="author" content="Lauren Marazzi" />
+
+<meta name="date" content="2022-10-25" />
+
+<title>Individual Methods Analysis</title>
+
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) 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+};
+</script>
+<style>h1 {font-size: 34px;}
+       h1.title {font-size: 38px;}
+       h2 {font-size: 30px;}
+       h3 {font-size: 24px;}
+       h4 {font-size: 18px;}
+       h5 {font-size: 16px;}
+       h6 {font-size: 12px;}
+       code {color: inherit; background-color: rgba(0, 0, 0, 0.04);}
+       pre:not([class]) { background-color: white }</style>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+  "use strict";
+  $.fn.rmarkdownStickyTabs = function() {
+    var context = this;
+    // Show the tab corresponding with the hash in the URL, or the first tab
+    var showStuffFromHash = function() {
+      var hash = window.location.hash;
+      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+      var $selector = $(selector, context);
+      if($selector.data('toggle') === "tab") {
+        $selector.tab('show');
+        // walk up the ancestors of this element, show any hidden tabs
+        $selector.parents('.section.tabset').each(function(i, elm) {
+          var link = $('a[href="#' + $(elm).attr('id') + '"]');
+          if(link.data('toggle') === "tab") {
+            link.tab("show");
+          }
+        });
+      }
+    };
+
+
+    // Set the correct tab when the page loads
+    showStuffFromHash(context);
+
+    // Set the correct tab when a user uses their back/forward button
+    $(window).on('hashchange', function() {
+      showStuffFromHash(context);
+    });
+
+    // Change the URL when tabs are clicked
+    $('a', context).on('click', function(e) {
+      history.pushState(null, null, this.href);
+      showStuffFromHash(context);
+    });
+
+    return this;
+  };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+  // build a tabset from a section div with the .tabset class
+  function buildTabset(tabset) {
+
+    // check for fade and pills options
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // remove any table of contents entries associated with
+      // this ID (since we'll be removing the heading element)
+      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it, grab it's text, then remove it
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingText = heading.html();
+      heading.remove();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children('li')[activeTab]).addClass('active');
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    if (tabset.hasClass("tabset-sticky"))
+      tabset.rmarkdownStickyTabs();
+  }
+
+  // convert section divs with the .tabset class to tabsets
+  var tabsets = $("div.section.tabset");
+  tabsets.each(function(i) {
+    buildTabset($(tabsets[i]));
+  });
+};
+
+</script>
+<style type="text/css">.hljs-literal {
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+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!error instanceof SyntaxError) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      if (cel) {
+        cel.style.position = "absolute";
+        var pad = unpackPadding(sizing.padding);
+        cel.style.top = pad.top + "px";
+        cel.style.right = pad.right + "px";
+        cel.style.bottom = pad.bottom + "px";
+        cel.style.left = pad.left + "px";
+        el.style.width = "100%";
+        el.style.height = "100%";
+      }
+
+      return {
+        getWidth: function() { return cel.offsetWidth; },
+        getHeight: function() { return cel.offsetHeight; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return el.offsetWidth; },
+        getHeight: function() { return el.offsetHeight; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var result = bindingDef.initialize(el, el.offsetWidth,
+              el.offsetHeight);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          initResult = binding.initialize(el,
+            sizeObj ? sizeObj.getWidth() : el.offsetWidth,
+            sizeObj ? sizeObj.getHeight() : el.offsetHeight
+          );
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = {
+            w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
+            h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
+          };
+          var resizeHandler = function(e) {
+            var size = {
+              w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
+              h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
+            };
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+
+</script>
+<script>
+HTMLWidgets.widget({
+  name: "plotly",
+  type: "output",
+
+  initialize: function(el, width, height) {
+    return {};
+  },
+
+  resize: function(el, width, height, instance) {
+    if (instance.autosize) {
+      var width = instance.width || width;
+      var height = instance.height || height;
+      Plotly.relayout(el.id, {width: width, height: height});
+    }
+  },  
+  
+  renderValue: function(el, x, instance) {
+    
+    // Plotly.relayout() mutates the plot input object, so make sure to 
+    // keep a reference to the user-supplied width/height *before*
+    // we call Plotly.plot();
+    var lay = x.layout || {};
+    instance.width = lay.width;
+    instance.height = lay.height;
+    instance.autosize = lay.autosize || true;
+    
+    /* 
+    / 'inform the world' about highlighting options this is so other
+    / crosstalk libraries have a chance to respond to special settings 
+    / such as persistent selection. 
+    / AFAIK, leaflet is the only library with such intergration
+    / https://github.com/rstudio/leaflet/pull/346/files#diff-ad0c2d51ce5fdf8c90c7395b102f4265R154
+    */
+    var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set(x.highlight);
+      
+    if (typeof(window) !== "undefined") {
+      // make sure plots don't get created outside the network (for on-prem)
+      window.PLOTLYENV = window.PLOTLYENV || {};
+      window.PLOTLYENV.BASE_URL = x.base_url;
+      
+      // Enable persistent selection when shift key is down
+      // https://stackoverflow.com/questions/1828613/check-if-a-key-is-down
+      var persistOnShift = function(e) {
+        if (!e) window.event;
+        if (e.shiftKey) { 
+          x.highlight.persistent = true; 
+          x.highlight.persistentShift = true;
+        } else {
+          x.highlight.persistent = false; 
+          x.highlight.persistentShift = false;
+        }
+      };
+      
+      // Only relevant if we haven't forced persistent mode at command line
+      if (!x.highlight.persistent) {
+        window.onmousemove = persistOnShift;
+      }
+    }
+
+    var graphDiv = document.getElementById(el.id);
+    
+    // TODO: move the control panel injection strategy inside here...
+    HTMLWidgets.addPostRenderHandler(function() {
+      
+      // lower the z-index of the modebar to prevent it from highjacking hover
+      // (TODO: do this via CSS?)
+      // https://github.com/ropensci/plotly/issues/956
+      // https://www.w3schools.com/jsref/prop_style_zindex.asp
+      var modebars = document.querySelectorAll(".js-plotly-plot .plotly .modebar");
+      for (var i = 0; i < modebars.length; i++) {
+        modebars[i].style.zIndex = 1;
+      }
+    });
+      
+      // inject a "control panel" holding selectize/dynamic color widget(s)
+    if ((x.selectize || x.highlight.dynamic) && !instance.plotly) {
+      var flex = document.createElement("div");
+      flex.class = "plotly-crosstalk-control-panel";
+      flex.style = "display: flex; flex-wrap: wrap";
+      
+      // inject the colourpicker HTML container into the flexbox
+      if (x.highlight.dynamic) {
+        var pickerDiv = document.createElement("div");
+        
+        var pickerInput = document.createElement("input");
+        pickerInput.id = el.id + "-colourpicker";
+        pickerInput.placeholder = "asdasd";
+        
+        var pickerLabel = document.createElement("label");
+        pickerLabel.for = pickerInput.id;
+        pickerLabel.innerHTML = "Brush color&nbsp;&nbsp;";
+        
+        pickerDiv.appendChild(pickerLabel);
+        pickerDiv.appendChild(pickerInput);
+        flex.appendChild(pickerDiv);
+      }
+      
+      // inject selectize HTML containers (one for every crosstalk group)
+      if (x.selectize) {
+        var ids = Object.keys(x.selectize);
+        
+        for (var i = 0; i < ids.length; i++) {
+          var container = document.createElement("div");
+          container.id = ids[i];
+          container.style = "width: 80%; height: 10%";
+          container.class = "form-group crosstalk-input-plotly-highlight";
+          
+          var label = document.createElement("label");
+          label.for = ids[i];
+          label.innerHTML = x.selectize[ids[i]].group;
+          label.class = "control-label";
+          
+          var selectDiv = document.createElement("div");
+          var select = document.createElement("select");
+          select.multiple = true;
+          
+          selectDiv.appendChild(select);
+          container.appendChild(label);
+          container.appendChild(selectDiv);
+          flex.appendChild(container);
+        }
+      }
+      
+      // finally, insert the flexbox inside the htmlwidget container,
+      // but before the plotly graph div
+      graphDiv.parentElement.insertBefore(flex, graphDiv);
+      
+      if (x.highlight.dynamic) {
+        var picker = $("#" + pickerInput.id);
+        var colors = x.highlight.color || [];
+        // TODO: let users specify options?
+        var opts = {
+          value: colors[0],
+          showColour: "both",
+          palette: "limited",
+          allowedCols: colors.join(" "),
+          width: "20%",
+          height: "10%"
+        };
+        picker.colourpicker({changeDelay: 0});
+        picker.colourpicker("settings", opts);
+        picker.colourpicker("value", opts.value);
+        // inform crosstalk about a change in the current selection colour
+        var grps = x.highlight.ctGroups || [];
+        for (var i = 0; i < grps.length; i++) {
+          crosstalk.group(grps[i]).var('plotlySelectionColour')
+            .set(picker.colourpicker('value'));
+        }
+        picker.on("change", function() {
+          for (var i = 0; i < grps.length; i++) {
+            crosstalk.group(grps[i]).var('plotlySelectionColour')
+              .set(picker.colourpicker('value'));
+          }
+        });
+      }
+    }
+    
+    // if no plot exists yet, create one with a particular configuration
+    if (!instance.plotly) {
+      
+      var plot = Plotly.newPlot(graphDiv, x);
+      instance.plotly = true;
+      
+    } else if (x.layout.transition) {
+      
+      var plot = Plotly.react(graphDiv, x);
+    
+    } else {
+      
+      // this is essentially equivalent to Plotly.newPlot(), but avoids creating 
+      // a new webgl context
+      // https://github.com/plotly/plotly.js/blob/2b24f9def901831e61282076cf3f835598d56f0e/src/plot_api/plot_api.js#L531-L532
+
+      // TODO: restore crosstalk selections?
+      Plotly.purge(graphDiv);
+      // TODO: why is this necessary to get crosstalk working?
+      graphDiv.data = undefined;
+      graphDiv.layout = undefined;
+      var plot = Plotly.newPlot(graphDiv, x);
+    }
+    
+    // Trigger plotly.js calls defined via `plotlyProxy()`
+    plot.then(function() {
+      if (HTMLWidgets.shinyMode) {
+        Shiny.addCustomMessageHandler("plotly-calls", function(msg) {
+          var gd = document.getElementById(msg.id);
+          if (!gd) {
+            throw new Error("Couldn't find plotly graph with id: " + msg.id);
+          }
+          // This isn't an official plotly.js method, but it's the only current way to 
+          // change just the configuration of a plot 
+          // https://community.plot.ly/t/update-config-function/9057
+          if (msg.method == "reconfig") {
+            Plotly.react(gd, gd.data, gd.layout, msg.args);
+            return;
+          }
+          if (!Plotly[msg.method]) {
+            throw new Error("Unknown method " + msg.method);
+          }
+          var args = [gd].concat(msg.args);
+          Plotly[msg.method].apply(null, args);
+        });
+      }
+      
+      // plotly's mapbox API doesn't currently support setting bounding boxes
+      // https://www.mapbox.com/mapbox-gl-js/example/fitbounds/
+      // so we do this manually...
+      // TODO: make sure this triggers on a redraw and relayout as well as on initial draw
+      var mapboxIDs = graphDiv._fullLayout._subplots.mapbox || [];
+      for (var i = 0; i < mapboxIDs.length; i++) {
+        var id = mapboxIDs[i];
+        var mapOpts = x.layout[id] || {};
+        var args = mapOpts._fitBounds || {};
+        if (!args) {
+          continue;
+        }
+        var mapObj = graphDiv._fullLayout[id]._subplot.map;
+        mapObj.fitBounds(args.bounds, args.options);
+      }
+      
+    });
+    
+    // Attach attributes (e.g., "key", "z") to plotly event data
+    function eventDataWithKey(eventData) {
+      if (eventData === undefined || !eventData.hasOwnProperty("points")) {
+        return null;
+      }
+      return eventData.points.map(function(pt) {
+        var obj = {
+          curveNumber: pt.curveNumber, 
+          pointNumber: pt.pointNumber, 
+          x: pt.x,
+          y: pt.y
+        };
+        
+        // If 'z' is reported with the event data, then use it!
+        if (pt.hasOwnProperty("z")) {
+          obj.z = pt.z;
+        }
+        
+        if (pt.hasOwnProperty("customdata")) {
+          obj.customdata = pt.customdata;
+        }
+        
+        /* 
+          TL;DR: (I think) we have to select the graph div (again) to attach keys...
+          
+          Why? Remember that crosstalk will dynamically add/delete traces 
+          (see traceManager.prototype.updateSelection() below)
+          For this reason, we can't simply grab keys from x.data (like we did previously)
+          Moreover, we can't use _fullData, since that doesn't include 
+          unofficial attributes. It's true that click/hover events fire with 
+          pt.data, but drag events don't...
+        */
+        var gd = document.getElementById(el.id);
+        var trace = gd.data[pt.curveNumber];
+        
+        if (!trace._isSimpleKey) {
+          var attrsToAttach = ["key"];
+        } else {
+          // simple keys fire the whole key
+          obj.key = trace.key;
+          var attrsToAttach = [];
+        }
+        
+        for (var i = 0; i < attrsToAttach.length; i++) {
+          var attr = trace[attrsToAttach[i]];
+          if (Array.isArray(attr)) {
+            if (typeof pt.pointNumber === "number") {
+              obj[attrsToAttach[i]] = attr[pt.pointNumber];
+            } else if (Array.isArray(pt.pointNumber)) {
+              obj[attrsToAttach[i]] = attr[pt.pointNumber[0]][pt.pointNumber[1]];
+            } else if (Array.isArray(pt.pointNumbers)) {
+              obj[attrsToAttach[i]] = pt.pointNumbers.map(function(idx) { return attr[idx]; });
+            }
+          }
+        }
+        return obj;
+      });
+    }
+    
+    
+    var legendEventData = function(d) {
+      // if legendgroup is not relevant just return the trace
+      var trace = d.data[d.curveNumber];
+      if (!trace.legendgroup) return trace;
+      
+      // if legendgroup was specified, return all traces that match the group
+      var legendgrps = d.data.map(function(trace){ return trace.legendgroup; });
+      var traces = [];
+      for (i = 0; i < legendgrps.length; i++) {
+        if (legendgrps[i] == trace.legendgroup) {
+          traces.push(d.data[i]);
+        }
+      }
+      
+      return traces;
+    };
+
+    
+    // send user input event data to shiny
+    if (HTMLWidgets.shinyMode && Shiny.setInputValue) {
+      
+      // Some events clear other input values
+      // TODO: always register these?
+      var eventClearMap = {
+        plotly_deselect: ["plotly_selected", "plotly_selecting", "plotly_brushed", "plotly_brushing", "plotly_click"],
+        plotly_unhover: ["plotly_hover"],
+        plotly_doubleclick: ["plotly_click"]
+      };
+    
+      Object.keys(eventClearMap).map(function(evt) {
+        graphDiv.on(evt, function() {
+          var inputsToClear = eventClearMap[evt];
+          inputsToClear.map(function(input) {
+            Shiny.setInputValue(input + "-" + x.source, null, {priority: "event"});
+          });
+        });
+      });
+      
+      var eventDataFunctionMap = {
+        plotly_click: eventDataWithKey,
+        plotly_sunburstclick: eventDataWithKey,
+        plotly_hover: eventDataWithKey,
+        plotly_unhover: eventDataWithKey,
+        // If 'plotly_selected' has already been fired, and you click
+        // on the plot afterwards, this event fires `undefined`?!?
+        // That might be considered a plotly.js bug, but it doesn't make 
+        // sense for this input change to occur if `d` is falsy because,
+        // even in the empty selection case, `d` is truthy (an object),
+        // and the 'plotly_deselect' event will reset this input
+        plotly_selected: function(d) { if (d) { return eventDataWithKey(d); } },
+        plotly_selecting: function(d) { if (d) { return eventDataWithKey(d); } },
+        plotly_brushed: function(d) {
+          if (d) { return d.range ? d.range : d.lassoPoints; }
+        },
+        plotly_brushing: function(d) {
+          if (d) { return d.range ? d.range : d.lassoPoints; }
+        },
+        plotly_legendclick: legendEventData,
+        plotly_legenddoubleclick: legendEventData,
+        plotly_clickannotation: function(d) { return d.fullAnnotation }
+      };
+      
+      var registerShinyValue = function(event) {
+        var eventDataPreProcessor = eventDataFunctionMap[event] || function(d) { return d ? d : el.id };
+        // some events are unique to the R package
+        var plotlyJSevent = (event == "plotly_brushed") ? "plotly_selected" : (event == "plotly_brushing") ? "plotly_selecting" : event;
+        // register the event
+        graphDiv.on(plotlyJSevent, function(d) {
+          Shiny.setInputValue(
+            event + "-" + x.source,
+            JSON.stringify(eventDataPreProcessor(d)),
+            {priority: "event"}
+          );
+        });
+      }
+    
+      var shinyEvents = x.shinyEvents || [];
+      shinyEvents.map(registerShinyValue);
+    }
+    
+    // Given an array of {curveNumber: x, pointNumber: y} objects,
+    // return a hash of {
+    //   set1: {value: [key1, key2, ...], _isSimpleKey: false}, 
+    //   set2: {value: [key3, key4, ...], _isSimpleKey: false}
+    // }
+    function pointsToKeys(points) {
+      var keysBySet = {};
+      for (var i = 0; i < points.length; i++) {
+        
+        var trace = graphDiv.data[points[i].curveNumber];
+        if (!trace.key || !trace.set) {
+          continue;
+        }
+        
+        // set defaults for this keySet
+        // note that we don't track the nested property (yet) since we always 
+        // emit the union -- http://cpsievert.github.io/talks/20161212b/#21
+        keysBySet[trace.set] = keysBySet[trace.set] || {
+          value: [],
+          _isSimpleKey: trace._isSimpleKey
+        };
+        
+        // Use pointNumber by default, but aggregated traces should emit pointNumbers
+        var ptNum = points[i].pointNumber;
+        var hasPtNum = typeof ptNum === "number";
+        var ptNum = hasPtNum ? ptNum : points[i].pointNumbers;
+        
+        // selecting a point of a "simple" trace means: select the 
+        // entire key attached to this trace, which is useful for,
+        // say clicking on a fitted line to select corresponding observations 
+        var key = trace._isSimpleKey ? trace.key : Array.isArray(ptNum) ? ptNum.map(function(idx) { return trace.key[idx]; }) : trace.key[ptNum];
+        // http://stackoverflow.com/questions/10865025/merge-flatten-an-array-of-arrays-in-javascript
+        var keyFlat = trace._isNestedKey ? [].concat.apply([], key) : key;
+        
+        // TODO: better to only add new values?
+        keysBySet[trace.set].value = keysBySet[trace.set].value.concat(keyFlat);
+      }
+      
+      return keysBySet;
+    }
+    
+    
+    x.highlight.color = x.highlight.color || [];
+    // make sure highlight color is an array
+    if (!Array.isArray(x.highlight.color)) {
+      x.highlight.color = [x.highlight.color];
+    }
+
+    var traceManager = new TraceManager(graphDiv, x.highlight);
+
+    // Gather all *unique* sets.
+    var allSets = [];
+    for (var curveIdx = 0; curveIdx < x.data.length; curveIdx++) {
+      var newSet = x.data[curveIdx].set;
+      if (newSet) {
+        if (allSets.indexOf(newSet) === -1) {
+          allSets.push(newSet);
+        }
+      }
+    }
+
+    // register event listeners for all sets
+    for (var i = 0; i < allSets.length; i++) {
+      
+      var set = allSets[i];
+      var selection = new crosstalk.SelectionHandle(set);
+      var filter = new crosstalk.FilterHandle(set);
+      
+      var filterChange = function(e) {
+        removeBrush(el);
+        traceManager.updateFilter(set, e.value);
+      };
+      filter.on("change", filterChange);
+      
+      
+      var selectionChange = function(e) {
+        
+        // Workaround for 'plotly_selected' now firing previously selected
+        // points (in addition to new ones) when holding shift key. In our case,
+        // we just want the new keys 
+        if (x.highlight.on === "plotly_selected" && x.highlight.persistentShift) {
+          // https://stackoverflow.com/questions/1187518/how-to-get-the-difference-between-two-arrays-in-javascript
+          Array.prototype.diff = function(a) {
+              return this.filter(function(i) {return a.indexOf(i) < 0;});
+          };
+          e.value = e.value.diff(e.oldValue);
+        }
+        
+        // array of "event objects" tracking the selection history
+        // this is used to avoid adding redundant selections
+        var selectionHistory = crosstalk.var("plotlySelectionHistory").get() || [];
+        
+        // Construct an event object "defining" the current event. 
+        var event = {
+          receiverID: traceManager.gd.id,
+          plotlySelectionColour: crosstalk.group(set).var("plotlySelectionColour").get()
+        };
+        event[set] = e.value;
+        // TODO: is there a smarter way to check object equality?
+        if (selectionHistory.length > 0) {
+          var ev = JSON.stringify(event);
+          for (var i = 0; i < selectionHistory.length; i++) {
+            var sel = JSON.stringify(selectionHistory[i]);
+            if (sel == ev) {
+              return;
+            }
+          }
+        }
+        
+        // accumulate history for persistent selection
+        if (!x.highlight.persistent) {
+          selectionHistory = [event];
+        } else {
+          selectionHistory.push(event);
+        }
+        crosstalk.var("plotlySelectionHistory").set(selectionHistory);
+        
+        // do the actual updating of traces, frames, and the selectize widget
+        traceManager.updateSelection(set, e.value);
+        // https://github.com/selectize/selectize.js/blob/master/docs/api.md#methods_items
+        if (x.selectize) {
+          if (!x.highlight.persistent || e.value === null) {
+            selectize.clear(true);
+          }
+          selectize.addItems(e.value, true);
+          selectize.close();
+        }
+      }
+      selection.on("change", selectionChange);
+      
+      // Set a crosstalk variable selection value, triggering an update
+      var turnOn = function(e) {
+        if (e) {
+          var selectedKeys = pointsToKeys(e.points);
+          // Keys are group names, values are array of selected keys from group.
+          for (var set in selectedKeys) {
+            if (selectedKeys.hasOwnProperty(set)) {
+              selection.set(selectedKeys[set].value, {sender: el});
+            }
+          }
+        }
+      };
+      if (x.highlight.debounce > 0) {
+        turnOn = debounce(turnOn, x.highlight.debounce);
+      }
+      graphDiv.on(x.highlight.on, turnOn);
+      
+      graphDiv.on(x.highlight.off, function turnOff(e) {
+        // remove any visual clues
+        removeBrush(el);
+        // remove any selection history
+        crosstalk.var("plotlySelectionHistory").set(null);
+        // trigger the actual removal of selection traces
+        selection.set(null, {sender: el});
+      });
+          
+      // register a callback for selectize so that there is bi-directional
+      // communication between the widget and direct manipulation events
+      if (x.selectize) {
+        var selectizeID = Object.keys(x.selectize)[i];
+        var items = x.selectize[selectizeID].items;
+        var first = [{value: "", label: "(All)"}];
+        var opts = {
+          options: first.concat(items),
+          searchField: "label",
+          valueField: "value",
+          labelField: "label",
+          maxItems: 50
+        };
+        var select = $("#" + selectizeID).find("select")[0];
+        var selectize = $(select).selectize(opts)[0].selectize;
+        // NOTE: this callback is triggered when *directly* altering 
+        // dropdown items
+        selectize.on("change", function() {
+          var currentItems = traceManager.groupSelections[set] || [];
+          if (!x.highlight.persistent) {
+            removeBrush(el);
+            for (var i = 0; i < currentItems.length; i++) {
+              selectize.removeItem(currentItems[i], true);
+            }
+          }
+          var newItems = selectize.items.filter(function(idx) { 
+            return currentItems.indexOf(idx) < 0;
+          });
+          if (newItems.length > 0) {
+            traceManager.updateSelection(set, newItems);
+          } else {
+            // Item has been removed...
+            // TODO: this logic won't work for dynamically changing palette 
+            traceManager.updateSelection(set, null);
+            traceManager.updateSelection(set, selectize.items);
+          }
+        });
+      }
+    } // end of selectionChange
+    
+  } // end of renderValue
+}); // end of widget definition
+
+/**
+ * @param graphDiv The Plotly graph div
+ * @param highlight An object with options for updating selection(s)
+ */
+function TraceManager(graphDiv, highlight) {
+  // The Plotly graph div
+  this.gd = graphDiv;
+
+  // Preserve the original data.
+  // TODO: try using Lib.extendFlat() as done in  
+  // https://github.com/plotly/plotly.js/pull/1136 
+  this.origData = JSON.parse(JSON.stringify(graphDiv.data));
+  
+  // avoid doing this over and over
+  this.origOpacity = [];
+  for (var i = 0; i < this.origData.length; i++) {
+    this.origOpacity[i] = this.origData[i].opacity === 0 ? 0 : (this.origData[i].opacity || 1);
+  }
+
+  // key: group name, value: null or array of keys representing the
+  // most recently received selection for that group.
+  this.groupSelections = {};
+  
+  // selection parameters (e.g., transient versus persistent selection)
+  this.highlight = highlight;
+}
+
+TraceManager.prototype.close = function() {
+  // TODO: Unhook all event handlers
+};
+
+TraceManager.prototype.updateFilter = function(group, keys) {
+
+  if (typeof(keys) === "undefined" || keys === null) {
+    
+    this.gd.data = JSON.parse(JSON.stringify(this.origData));
+    
+  } else {
+  
+    var traces = [];
+    for (var i = 0; i < this.origData.length; i++) {
+      var trace = this.origData[i];
+      if (!trace.key || trace.set !== group) {
+        continue;
+      }
+      var matchFunc = getMatchFunc(trace);
+      var matches = matchFunc(trace.key, keys);
+      
+      if (matches.length > 0) {
+        if (!trace._isSimpleKey) {
+          // subsetArrayAttrs doesn't mutate trace (it makes a modified clone)
+          trace = subsetArrayAttrs(trace, matches);
+        }
+        traces.push(trace);
+      }
+    }
+  }
+  
+  this.gd.data = traces;
+  Plotly.redraw(this.gd);
+  
+  // NOTE: we purposely do _not_ restore selection(s), since on filter,
+  // axis likely will update, changing the pixel -> data mapping, leading 
+  // to a likely mismatch in the brush outline and highlighted marks
+  
+};
+
+TraceManager.prototype.updateSelection = function(group, keys) {
+  
+  if (keys !== null && !Array.isArray(keys)) {
+    throw new Error("Invalid keys argument; null or array expected");
+  }
+  
+  // if selection has been cleared, or if this is transient
+  // selection, delete the "selection traces"
+  var nNewTraces = this.gd.data.length - this.origData.length;
+  if (keys === null || !this.highlight.persistent && nNewTraces > 0) {
+    var tracesToRemove = [];
+    for (var i = 0; i < this.gd.data.length; i++) {
+      if (this.gd.data[i]._isCrosstalkTrace) tracesToRemove.push(i);
+    }
+    Plotly.deleteTraces(this.gd, tracesToRemove);
+    this.groupSelections[group] = keys;
+  } else {
+    // add to the groupSelection, rather than overwriting it
+    // TODO: can this be removed?
+    this.groupSelections[group] = this.groupSelections[group] || [];
+    for (var i = 0; i < keys.length; i++) {
+      var k = keys[i];
+      if (this.groupSelections[group].indexOf(k) < 0) {
+        this.groupSelections[group].push(k);
+      }
+    }
+  }
+  
+  if (keys === null) {
+    
+    Plotly.restyle(this.gd, {"opacity": this.origOpacity});
+    
+  } else if (keys.length >= 1) {
+    
+    // placeholder for new "selection traces"
+    var traces = [];
+    // this variable is set in R/highlight.R
+    var selectionColour = crosstalk.group(group).var("plotlySelectionColour").get() || 
+      this.highlight.color[0];
+
+    for (var i = 0; i < this.origData.length; i++) {
+      // TODO: try using Lib.extendFlat() as done in  
+      // https://github.com/plotly/plotly.js/pull/1136 
+      var trace = JSON.parse(JSON.stringify(this.gd.data[i]));
+      if (!trace.key || trace.set !== group) {
+        continue;
+      }
+      // Get sorted array of matching indices in trace.key
+      var matchFunc = getMatchFunc(trace);
+      var matches = matchFunc(trace.key, keys);
+      
+      if (matches.length > 0) {
+        // If this is a "simple" key, that means select the entire trace
+        if (!trace._isSimpleKey) {
+          trace = subsetArrayAttrs(trace, matches);
+        }
+        // reach into the full trace object so we can properly reflect the 
+        // selection attributes in every view
+        var d = this.gd._fullData[i];
+        
+        /* 
+        / Recursively inherit selection attributes from various sources, 
+        / in order of preference:
+        /  (1) official plotly.js selected attribute
+        /  (2) highlight(selected = attrs_selected(...))
+        */
+        // TODO: it would be neat to have a dropdown to dynamically specify these!
+        $.extend(true, trace, this.highlight.selected);
+        
+        // if it is defined, override color with the "dynamic brush color""
+        if (d.marker) {
+          trace.marker = trace.marker || {};
+          trace.marker.color =  selectionColour || trace.marker.color || d.marker.color;
+        }
+        if (d.line) {
+          trace.line = trace.line || {};
+          trace.line.color =  selectionColour || trace.line.color || d.line.color;
+        }
+        if (d.textfont) {
+          trace.textfont = trace.textfont || {};
+          trace.textfont.color =  selectionColour || trace.textfont.color || d.textfont.color;
+        }
+        if (d.fillcolor) {
+          // TODO: should selectionColour inherit alpha from the existing fillcolor?
+          trace.fillcolor = selectionColour || trace.fillcolor || d.fillcolor;
+        }
+        // attach a sensible name/legendgroup
+        trace.name = trace.name || keys.join("<br />");
+        trace.legendgroup = trace.legendgroup || keys.join("<br />");
+        
+        // keep track of mapping between this new trace and the trace it targets
+        // (necessary for updating frames to reflect the selection traces)
+        trace._originalIndex = i;
+        trace._newIndex = this.gd._fullData.length + traces.length;
+        trace._isCrosstalkTrace = true;
+        traces.push(trace);
+      }
+    }
+    
+    if (traces.length > 0) {
+      
+      Plotly.addTraces(this.gd, traces).then(function(gd) {
+        // incrementally add selection traces to frames
+        // (this is heavily inspired by Plotly.Plots.modifyFrames() 
+        // in src/plots/plots.js)
+        var _hash = gd._transitionData._frameHash;
+        var _frames = gd._transitionData._frames || [];
+        
+        for (var i = 0; i < _frames.length; i++) {
+          
+          // add to _frames[i].traces *if* this frame references selected trace(s)
+          var newIndices = [];
+          for (var j = 0; j < traces.length; j++) {
+            var tr = traces[j];
+            if (_frames[i].traces.indexOf(tr._originalIndex) > -1) {
+              newIndices.push(tr._newIndex);
+              _frames[i].traces.push(tr._newIndex);
+            }
+          }
+          
+          // nothing to do...
+          if (newIndices.length === 0) {
+            continue;
+          }
+          
+          var ctr = 0;
+          var nFrameTraces = _frames[i].data.length;
+          
+          for (var j = 0; j < nFrameTraces; j++) {
+            var frameTrace = _frames[i].data[j];
+            if (!frameTrace.key || frameTrace.set !== group) {
+              continue;
+            }
+            
+            var matchFunc = getMatchFunc(frameTrace);
+            var matches = matchFunc(frameTrace.key, keys);
+            
+            if (matches.length > 0) {
+              if (!trace._isSimpleKey) {
+                frameTrace = subsetArrayAttrs(frameTrace, matches);
+              }
+              var d = gd._fullData[newIndices[ctr]];
+              if (d.marker) {
+                frameTrace.marker = d.marker;
+              }
+              if (d.line) {
+                frameTrace.line = d.line;
+              }
+              if (d.textfont) {
+                frameTrace.textfont = d.textfont;
+              }
+              ctr = ctr + 1;
+              _frames[i].data.push(frameTrace);
+            }
+          }
+          
+          // update gd._transitionData._frameHash
+          _hash[_frames[i].name] = _frames[i];
+        }
+      
+      });
+      
+      // dim traces that have a set matching the set of selection sets
+      var tracesToDim = [],
+          opacities = [],
+          sets = Object.keys(this.groupSelections),
+          n = this.origData.length;
+          
+      for (var i = 0; i < n; i++) {
+        var opacity = this.origOpacity[i] || 1;
+        // have we already dimmed this trace? Or is this even worth doing?
+        if (opacity !== this.gd._fullData[i].opacity || this.highlight.opacityDim === 1) {
+          continue;
+        }
+        // is this set an element of the set of selection sets?
+        var matches = findMatches(sets, [this.gd.data[i].set]);
+        if (matches.length) {
+          tracesToDim.push(i);
+          opacities.push(opacity * this.highlight.opacityDim);
+        }
+      }
+      
+      if (tracesToDim.length > 0) {
+        Plotly.restyle(this.gd, {"opacity": opacities}, tracesToDim);
+        // turn off the selected/unselected API
+        Plotly.restyle(this.gd, {"selectedpoints": null});
+      }
+      
+    }
+    
+  }
+};
+
+/* 
+Note: in all of these match functions, we assume needleSet (i.e. the selected keys)
+is a 1D (or flat) array. The real difference is the meaning of haystack.
+findMatches() does the usual thing you'd expect for 
+linked brushing on a scatterplot matrix. findSimpleMatches() returns a match iff 
+haystack is a subset of the needleSet. findNestedMatches() returns 
+*/
+
+function getMatchFunc(trace) {
+  return (trace._isNestedKey) ? findNestedMatches : 
+    (trace._isSimpleKey) ? findSimpleMatches : findMatches;
+}
+
+// find matches for "flat" keys
+function findMatches(haystack, needleSet) {
+  var matches = [];
+  haystack.forEach(function(obj, i) {
+    if (obj === null || needleSet.indexOf(obj) >= 0) {
+      matches.push(i);
+    }
+  });
+  return matches;
+}
+
+// find matches for "simple" keys
+function findSimpleMatches(haystack, needleSet) {
+  var match = haystack.every(function(val) {
+    return val === null || needleSet.indexOf(val) >= 0;
+  });
+  // yes, this doesn't make much sense other than conforming 
+  // to the output type of the other match functions
+  return (match) ? [0] : []
+}
+
+// find matches for a "nested" haystack (2D arrays)
+function findNestedMatches(haystack, needleSet) {
+  var matches = [];
+  for (var i = 0; i < haystack.length; i++) {
+    var hay = haystack[i];
+    var match = hay.every(function(val) { 
+      return val === null || needleSet.indexOf(val) >= 0; 
+    });
+    if (match) {
+      matches.push(i);
+    }
+  }
+  return matches;
+}
+
+function isPlainObject(obj) {
+  return (
+    Object.prototype.toString.call(obj) === '[object Object]' &&
+    Object.getPrototypeOf(obj) === Object.prototype
+  );
+}
+
+function subsetArrayAttrs(obj, indices) {
+  var newObj = {};
+  Object.keys(obj).forEach(function(k) {
+    var val = obj[k];
+
+    if (k.charAt(0) === "_") {
+      newObj[k] = val;
+    } else if (k === "transforms" && Array.isArray(val)) {
+      newObj[k] = val.map(function(transform) {
+        return subsetArrayAttrs(transform, indices);
+      });
+    } else if (k === "colorscale" && Array.isArray(val)) {
+      newObj[k] = val;
+    } else if (isPlainObject(val)) {
+      newObj[k] = subsetArrayAttrs(val, indices);
+    } else if (Array.isArray(val)) {
+      newObj[k] = subsetArray(val, indices);
+    } else {
+      newObj[k] = val;
+    }
+  });
+  return newObj;
+}
+
+function subsetArray(arr, indices) {
+  var result = [];
+  for (var i = 0; i < indices.length; i++) {
+    result.push(arr[indices[i]]);
+  }
+  return result;
+}
+
+// Convenience function for removing plotly's brush 
+function removeBrush(el) {
+  var outlines = el.querySelectorAll(".select-outline");
+  for (var i = 0; i < outlines.length; i++) {
+    outlines[i].remove();
+  }
+}
+
+
+// https://davidwalsh.name/javascript-debounce-function
+
+// Returns a function, that, as long as it continues to be invoked, will not
+// be triggered. The function will be called after it stops being called for
+// N milliseconds. If `immediate` is passed, trigger the function on the
+// leading edge, instead of the trailing.
+function debounce(func, wait, immediate) {
+	var timeout;
+	return function() {
+		var context = this, args = arguments;
+		var later = function() {
+			timeout = null;
+			if (!immediate) func.apply(context, args);
+		};
+		var callNow = immediate && !timeout;
+		clearTimeout(timeout);
+		timeout = setTimeout(later, wait);
+		if (callNow) func.apply(context, args);
+	};
+};
+</script>
+<script>(function(global){"use strict";var undefined=void 0;var MAX_ARRAY_LENGTH=1e5;function Type(v){switch(typeof v){case"undefined":return"undefined";case"boolean":return"boolean";case"number":return"number";case"string":return"string";default:return v===null?"null":"object"}}function Class(v){return Object.prototype.toString.call(v).replace(/^\[object *|\]$/g,"")}function IsCallable(o){return typeof o==="function"}function ToObject(v){if(v===null||v===undefined)throw TypeError();return Object(v)}function ToInt32(v){return v>>0}function ToUint32(v){return v>>>0}var LN2=Math.LN2,abs=Math.abs,floor=Math.floor,log=Math.log,max=Math.max,min=Math.min,pow=Math.pow,round=Math.round;(function(){var orig=Object.defineProperty;var dom_only=!function(){try{return Object.defineProperty({},"x",{})}catch(_){return false}}();if(!orig||dom_only){Object.defineProperty=function(o,prop,desc){if(orig)try{return orig(o,prop,desc)}catch(_){}if(o!==Object(o))throw TypeError("Object.defineProperty called 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packU8Clamped(n){n=round(Number(n));return[n<0?0:n>255?255:n&255]}function packI16(n){return[n>>8&255,n&255]}function unpackI16(bytes){return as_signed(bytes[0]<<8|bytes[1],16)}function packU16(n){return[n>>8&255,n&255]}function unpackU16(bytes){return as_unsigned(bytes[0]<<8|bytes[1],16)}function packI32(n){return[n>>24&255,n>>16&255,n>>8&255,n&255]}function unpackI32(bytes){return as_signed(bytes[0]<<24|bytes[1]<<16|bytes[2]<<8|bytes[3],32)}function packU32(n){return[n>>24&255,n>>16&255,n>>8&255,n&255]}function unpackU32(bytes){return as_unsigned(bytes[0]<<24|bytes[1]<<16|bytes[2]<<8|bytes[3],32)}function packIEEE754(v,ebits,fbits){var bias=(1<<ebits-1)-1,s,e,f,ln,i,bits,str,bytes;function roundToEven(n){var w=floor(n),f=n-w;if(f<.5)return w;if(f>.5)return w+1;return w%2?w+1:w}if(v!==v){e=(1<<ebits)-1;f=pow(2,fbits-1);s=0}else if(v===Infinity||v===-Infinity){e=(1<<ebits)-1;f=0;s=v<0?1:0}else if(v===0){e=0;f=0;s=1/v===-Infinity?1:0}else{s=v<0;v=abs(v);if(v>=pow(2,1-bias)){e=min(floor(log(v)/LN2),1023);f=roundToEven(v/pow(2,e)*pow(2,fbits));if(f/pow(2,fbits)>=2){e=e+1;f=1}if(e>bias){e=(1<<ebits)-1;f=0}else{e=e+bias;f=f-pow(2,fbits)}}else{e=0;f=roundToEven(v/pow(2,1-bias-fbits))}}bits=[];for(i=fbits;i;i-=1){bits.push(f%2?1:0);f=floor(f/2)}for(i=ebits;i;i-=1){bits.push(e%2?1:0);e=floor(e/2)}bits.push(s?1:0);bits.reverse();str=bits.join("");bytes=[];while(str.length){bytes.push(parseInt(str.substring(0,8),2));str=str.substring(8)}return bytes}function unpackIEEE754(bytes,ebits,fbits){var bits=[],i,j,b,str,bias,s,e,f;for(i=bytes.length;i;i-=1){b=bytes[i-1];for(j=8;j;j-=1){bits.push(b%2?1:0);b=b>>1}}bits.reverse();str=bits.join("");bias=(1<<ebits-1)-1;s=parseInt(str.substring(0,1),2)?-1:1;e=parseInt(str.substring(1,1+ebits),2);f=parseInt(str.substring(1+ebits),2);if(e===(1<<ebits)-1){return f!==0?NaN:s*Infinity}else if(e>0){return s*pow(2,e-bias)*(1+f/pow(2,fbits))}else if(f!==0){return s*pow(2,-(bias-1))*(f/pow(2,fbits))}else{return s<0?-0:0}}function unpackF64(b){return unpackIEEE754(b,11,52)}function packF64(v){return packIEEE754(v,11,52)}function unpackF32(b){return unpackIEEE754(b,8,23)}function packF32(v){return packIEEE754(v,8,23)}(function(){function ArrayBuffer(length){length=ToInt32(length);if(length<0)throw RangeError("ArrayBuffer size is not a small enough positive integer.");Object.defineProperty(this,"byteLength",{value:length});Object.defineProperty(this,"_bytes",{value:Array(length)});for(var i=0;i<length;i+=1)this._bytes[i]=0}global.ArrayBuffer=global.ArrayBuffer||ArrayBuffer;function $TypedArray$(){if(!arguments.length||typeof arguments[0]!=="object"){return function(length){length=ToInt32(length);if(length<0)throw RangeError("length is not a small enough positive 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ArrayBuffer||Class(arguments[0])==="ArrayBuffer")){return function(array){var byteLength=array.length*this.BYTES_PER_ELEMENT;Object.defineProperty(this,"buffer",{value:new ArrayBuffer(byteLength)});Object.defineProperty(this,"byteLength",{value:byteLength});Object.defineProperty(this,"byteOffset",{value:0});Object.defineProperty(this,"length",{value:array.length});for(var i=0;i<this.length;i+=1){var s=array[i];this._setter(i,Number(s))}}.apply(this,arguments)}if(arguments.length>=1&&Type(arguments[0])==="object"&&(arguments[0]instanceof ArrayBuffer||Class(arguments[0])==="ArrayBuffer")){return function(buffer,byteOffset,length){byteOffset=ToUint32(byteOffset);if(byteOffset>buffer.byteLength)throw RangeError("byteOffset out of range");if(byteOffset%this.BYTES_PER_ELEMENT)throw RangeError("buffer length minus the byteOffset is not a multiple of the element size.");if(length===undefined){var byteLength=buffer.byteLength-byteOffset;if(byteLength%this.BYTES_PER_ELEMENT)throw RangeError("length of buffer minus byteOffset not a multiple of the element size");length=byteLength/this.BYTES_PER_ELEMENT}else{length=ToUint32(length);byteLength=length*this.BYTES_PER_ELEMENT}if(byteOffset+byteLength>buffer.byteLength)throw RangeError("byteOffset and length reference an area beyond the end of the buffer");Object.defineProperty(this,"buffer",{value:buffer});Object.defineProperty(this,"byteLength",{value:byteLength});Object.defineProperty(this,"byteOffset",{value:byteOffset});Object.defineProperty(this,"length",{value:length})}.apply(this,arguments)}throw TypeError()}Object.defineProperty($TypedArray$,"from",{value:function(iterable){return new this(iterable)}});Object.defineProperty($TypedArray$,"of",{value:function(){return new this(arguments)}});var $TypedArrayPrototype$={};$TypedArray$.prototype=$TypedArrayPrototype$;Object.defineProperty($TypedArray$.prototype,"_getter",{value:function(index){if(arguments.length<1)throw SyntaxError("Not enough 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this.constructor(res)}});Object.defineProperty($TypedArray$.prototype,"find",{value:function(predicate){var o=ToObject(this);var lenValue=o.length;var len=ToUint32(lenValue);if(!IsCallable(predicate))throw TypeError();var t=arguments.length>1?arguments[1]:undefined;var k=0;while(k<len){var kValue=o._getter(k);var testResult=predicate.call(t,kValue,k,o);if(Boolean(testResult))return kValue;++k}return undefined}});Object.defineProperty($TypedArray$.prototype,"findIndex",{value:function(predicate){var o=ToObject(this);var lenValue=o.length;var len=ToUint32(lenValue);if(!IsCallable(predicate))throw TypeError();var t=arguments.length>1?arguments[1]:undefined;var k=0;while(k<len){var kValue=o._getter(k);var testResult=predicate.call(t,kValue,k,o);if(Boolean(testResult))return k;++k}return-1}});Object.defineProperty($TypedArray$.prototype,"forEach",{value:function(callbackfn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var 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tmp.join(separator===undefined?",":separator)}});Object.defineProperty($TypedArray$.prototype,"lastIndexOf",{value:function(searchElement){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);if(len===0)return-1;var n=len;if(arguments.length>1){n=Number(arguments[1]);if(n!==n){n=0}else if(n!==0&&n!==1/0&&n!==-(1/0)){n=(n>0||-1)*floor(abs(n))}}var k=n>=0?min(n,len-1):len-abs(n);for(;k>=0;k--){if(t._getter(k)===searchElement)return k}return-1}});Object.defineProperty($TypedArray$.prototype,"map",{value:function(callbackfn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);if(!IsCallable(callbackfn))throw TypeError();var res=[];res.length=len;var thisp=arguments[1];for(var i=0;i<len;i++)res[i]=callbackfn.call(thisp,t._getter(i),i,t);return new this.constructor(res)}});Object.defineProperty($TypedArray$.prototype,"reduce",{value:function(callbackfn){if(this===undefined||this===null)throw 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t=Object(this);var len=ToUint32(t.length);var half=floor(len/2);for(var i=0,j=len-1;i<half;++i,--j){var tmp=t._getter(i);t._setter(i,t._getter(j));t._setter(j,tmp)}return t}});Object.defineProperty($TypedArray$.prototype,"set",{value:function(index,value){if(arguments.length<1)throw SyntaxError("Not enough arguments");var array,sequence,offset,len,i,s,d,byteOffset,byteLength,tmp;if(typeof arguments[0]==="object"&&arguments[0].constructor===this.constructor){array=arguments[0];offset=ToUint32(arguments[1]);if(offset+array.length>this.length){throw RangeError("Offset plus length of array is out of 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k=relativeStart<0?max(len+relativeStart,0):min(relativeStart,len);var relativeEnd=end===undefined?len:ToInt32(end);var final=relativeEnd<0?max(len+relativeEnd,0):min(relativeEnd,len);var count=final-k;var c=o.constructor;var a=new c(count);var n=0;while(k<final){var kValue=o._getter(k);a._setter(n,kValue);++k;++n}return a}});Object.defineProperty($TypedArray$.prototype,"some",{value:function(callbackfn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);if(!IsCallable(callbackfn))throw TypeError();var thisp=arguments[1];for(var i=0;i<len;i++){if(callbackfn.call(thisp,t._getter(i),i,t)){return true}}return false}});Object.defineProperty($TypedArray$.prototype,"sort",{value:function(comparefn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);var tmp=Array(len);for(var i=0;i<len;++i)tmp[i]=t._getter(i);if(comparefn)tmp.sort(comparefn);else tmp.sort();for(i=0;i<len;++i)t._setter(i,tmp[i]);return t}});Object.defineProperty($TypedArray$.prototype,"subarray",{value:function(start,end){function clamp(v,min,max){return v<min?min:v>max?max:v}start=ToInt32(start);end=ToInt32(end);if(arguments.length<1){start=0}if(arguments.length<2){end=this.length}if(start<0){start=this.length+start}if(end<0){end=this.length+end}start=clamp(start,0,this.length);end=clamp(end,0,this.length);var len=end-start;if(len<0){len=0}return new this.constructor(this.buffer,this.byteOffset+start*this.BYTES_PER_ELEMENT,len)}});function makeTypedArray(elementSize,pack,unpack){var TypedArray=function(){Object.defineProperty(this,"constructor",{value:TypedArray});$TypedArray$.apply(this,arguments);makeArrayAccessors(this)};if("__proto__"in TypedArray){TypedArray.__proto__=$TypedArray$}else{TypedArray.from=$TypedArray$.from;TypedArray.of=$TypedArray$.of}TypedArray.BYTES_PER_ELEMENT=elementSize;var TypedArrayPrototype=function(){};TypedArrayPrototype.prototype=$TypedArrayPrototype$;TypedArray.prototype=new TypedArrayPrototype;Object.defineProperty(TypedArray.prototype,"BYTES_PER_ELEMENT",{value:elementSize});Object.defineProperty(TypedArray.prototype,"_pack",{value:pack});Object.defineProperty(TypedArray.prototype,"_unpack",{value:unpack});return TypedArray}var Int8Array=makeTypedArray(1,packI8,unpackI8);var Uint8Array=makeTypedArray(1,packU8,unpackU8);var Uint8ClampedArray=makeTypedArray(1,packU8Clamped,unpackU8);var Int16Array=makeTypedArray(2,packI16,unpackI16);var Uint16Array=makeTypedArray(2,packU16,unpackU16);var Int32Array=makeTypedArray(4,packI32,unpackI32);var Uint32Array=makeTypedArray(4,packU32,unpackU32);var Float32Array=makeTypedArray(4,packF32,unpackF32);var 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bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(m,$)|0,a=a+Math.imul(m,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,q)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,q)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,mt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,mt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,mt)|0)+Math.imul(m,dt)|0))<<13)|0;c=((a=a+Math.imul(m,mt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,mt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,mt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,mt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,mt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,mt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,mt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,mt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,mt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,mt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,mt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,mt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,mt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,mt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,mt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,mt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,mt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=gt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function m(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?d(this,t,e):r<63?p(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):m(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],m=n[u+p],g=r[u+p+o],v=n[u+p+o],y=f*g-h*v;v=f*v+h*g,g=y,r[u+p]=d+g,n[u+p]=m+v,r[u+p+o]=d-g,n[u+p+o]=m-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),m(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n("number"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n("number"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n("number"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n("number"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n("number"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,"imaskn works only with positive numbers"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n("number"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n("number"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if("mod"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),"div"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),"mod"!==e&&(i=s.div.neg()),"div"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),"mod"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),"div"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?"div"===e?{div:this.divn(t.words[0]),mod:null}:"mod"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,"div",!1).div},a.prototype.mod=function(t){return this.divmod(t,"mod",!1).mod},a.prototype.umod=function(t){return this.divmod(t,"mod",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,m=1;0==(r.words[0]&m)&&d<26;++d,m<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n("number"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,"Number is too big");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,"Already a number in reduction context"),n(0===this.negative,"red works only with positives"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,"fromRed works only with numbers in reduction context"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,"Already a number in reduction context"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,"redAdd works only with red numbers"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,"redIAdd works only with red numbers"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,"redSub works only with red numbers"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,"redISub works only with red numbers"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,"redShl works only with red numbers"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,"redMul works only with red numbers"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,"redMul works only with red numbers"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,"redSqr works only with red numbers"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,"redISqr works only with red numbers"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,"redSqrt works only with red numbers"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,"redInvm works only with red numbers"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,"redNeg works only with red numbers"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,"redPow(normalNum)"),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function y(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){y.call(this,"k256","ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f")}function b(){y.call(this,"p224","ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001")}function _(){y.call(this,"p192","ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff")}function w(){y.call(this,"25519","7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed")}function T(t){if("string"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),"modulus must be greater than 1"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},y.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},y.prototype.split=function(t,e){t.iushrn(this.n,0,e)},y.prototype.imulK=function(t){return t.imul(this.k)},i(x,y),x.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,y),i(_,y),i(w,y),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if("k256"===t)e=new x;else if("p224"===t)e=new b;else if("p192"===t)e=new _;else{if("p25519"!==t)throw new Error("Unknown prime "+t);e=new w}return v[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,"red works only with positives"),n(t.red,"red works only with red numbers")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),"red works only with positives"),n(t.red&&t.red===e.red,"red works only with red numbers")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return 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+/*!
+ * The buffer module from node.js, for the browser.
+ *
+ * @author   Feross Aboukhadijeh <https://feross.org>
+ * @license  MIT
+ */
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i=e.geoCentroid({type:"MultiPoint",coordinates:[t,r,n]}),a=[-i[0],-i[1]],o=e.geoRotation(a),s=at(ot(o(t)),ot(o(r)),ot(o(n)));s.invert=H(s);var l=e.geoProjection(s).rotate(a),c=l.center;return delete l.rotate,l.center=function(t){return arguments.length?c(o(t)):o.invert(c())},l.clipAngle(90)}function lt(t,e){var r=L(1-m(e));return[2/T*t*r,T*(1-r)]}function ct(t){var e=g(t);function r(t,r){return[t,(t?t/m(t):1)*(m(r)*o(t)-e*o(r))]}return r.invert=e?function(t,r){t&&(r*=m(t)/t);var n=o(t);return[t,2*a(L(n*n+e*e-r*r)-n,e-r)]}:function(t,e){return[t,S(t?e*g(t)/t:e)]},r}lt.invert=function(t,e){var r=(r=e/T-1)*r;return[r>0?t*L(y/r)/2:0,S(1-r)]};var ut=L(3);function ft(t,e){return[ut*t*(2*o(2*e/3)-1)/T,ut*T*m(e/3)]}function ht(t){var e=o(t);function r(t,r){return[t*e,m(r)/e]}return r.invert=function(t,r){return[t/e,S(r*e)]},r}function pt(t){var e=o(t);function r(t,r){return[t*e,(1+e)*g(r/2)]}return r.invert=function(t,r){return[t/e,2*i(r/(1+e))]},r}function dt(t,e){var r=L(8/(3*y));return[r*t*(1-n(e)/y),r*e]}function mt(t,e){var r=L(4-3*m(n(e)));return[2/L(6*y)*t*r,d(e)*L(2*y/3)*(2-r)]}function gt(t,e){var r=L(y*(4+y));return[2/r*t*(1+L(1-4*e*e/(y*y))),4/r*e]}function vt(t,e){var r=(2+x)*m(e);e/=2;for(var i=0,a=1/0;i<10&&n(a)>v;i++){var s=o(e);e-=a=(e+m(e)*(s+2)-r)/(2*s*(1+s))}return[2/L(y*(4+y))*t*(1+o(e)),2*L(y/(4+y))*m(e)]}function yt(t,e){return[t*(1+o(e))/L(2+y),2*e/L(2+y)]}function xt(t,e){for(var r=(1+x)*m(e),i=0,a=1/0;i<10&&n(a)>v;i++)e-=a=(e+m(e)-r)/(1+o(e));return r=L(2+y),[t*(1+o(e))/r,2*e/r]}ft.invert=function(t,e){var r=3*S(e/(ut*T));return[T*t/(ut*(2*o(2*r/3)-1)),r]},dt.invert=function(t,e){var r=L(8/(3*y)),i=e/r;return[t/(r*(1-n(i)/y)),i]},mt.invert=function(t,e){var r=2-n(e)/L(2*y/3);return[t*L(6*y)/(2*r),d(e)*S((4-r*r)/3)]},gt.invert=function(t,e){var r=L(y*(4+y))/2;return[t*r/(1+L(1-e*e*(4+y)/(4*y))),e*r/2]},vt.invert=function(t,e){var r=e*L((4+y)/y)/2,n=S(r),i=o(n);return[t/(2/L(y*(4+y))*(1+i)),S((n+r*(i+2))/(2+x))]},yt.invert=function(t,e){var r=L(2+y),n=e*r/2;return[r*t/(1+o(n)),n]},xt.invert=function(t,e){var r=1+x,n=L(r/2);return[2*t*n/(1+o(e*=n)),S((e+m(e))/r)]};var bt=3+2*w;function _t(t,e){var r=m(t/=2),n=o(t),a=L(o(e)),s=o(e/=2),l=m(e)/(s+w*n*a),u=L(2/(1+l*l)),f=L((w*s+(n+r)*a)/(w*s+(n-r)*a));return[bt*(u*(f-1/f)-2*c(f)),bt*(u*l*(f+1/f)-2*i(l))]}_t.invert=function(t,e){if(!(r=D.invert(t/1.2,1.065*e)))return null;var r,a=r[0],s=r[1],l=20;t/=bt,e/=bt;do{var h=a/2,p=s/2,d=m(h),g=o(h),y=m(p),b=o(p),T=o(s),k=L(T),A=y/(b+w*g*k),M=A*A,S=L(2/(1+M)),E=(w*b+(g+d)*k)/(w*b+(g-d)*k),C=L(E),P=C-1/C,I=C+1/C,O=S*P-2*c(C)-t,z=S*A*I-2*i(A)-e,R=y&&_*k*d*M/y,F=(w*g*b+k)/(2*(b+w*g*k)*(b+w*g*k)*k),B=-.5*A*S*S*S,N=B*R,j=B*F,U=(U=2*b+w*k*(g-d))*U*C,V=(w*g*b*k+T)/U,H=-w*d*y/(k*U),q=P*N-2*V/C+S*(V+V/E),G=P*j-2*H/C+S*(H+H/E),Y=A*I*N-2*R/(1+M)+S*I*R+S*A*(V-V/E),W=A*I*j-2*F/(1+M)+S*I*F+S*A*(H-H/E),X=G*Y-W*q;if(!X)break;var 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b=g*g,_=t+b*(e+b*(r+b*i)),w=g*(a-1+b*(s-c+b*l)),T=_*_+w*w,k=2*w,A=T/k,M=A*A,E=S(_/A)/y,C=d*E,P=_*_,I=(2*e+b*(4*r+6*b*i))*g,O=a+b*(3*s+5*b*l),z=(2*(_*I+w*(O-1))*k-T*(2*(O-1)))/(k*k),D=o(C),R=m(C),F=A*D,B=A*R,N=d/y*(1/L(1-P/M))*(I*A-_*z)/M,j=B-u,U=g*(1+b*c)+A-F-f,V=z*R+F*N,H=F*E,q=1+z-(z*D-B*N),G=B*E,Y=V*G-q*H;if(!Y)break;d-=h=(U*V-j*q)/Y,g-=p=(j*G-U*H)/Y}while((n(h)>v||n(p)>v)&&--x>0);return[d,g]},u}Tt.invert=function(t,e){var r=e/(1+wt);return[t&&t/(wt*L(1-r*r)),2*i(r)]},kt.invert=function(t,e){var r=i(e/T),n=o(r),a=2*r;return[t*T/2/(o(a)*n*n),a]};var It=Pt(2.8284,-1.6988,.75432,-.18071,1.76003,-.38914,.042555);var Ot=Pt(2.583819,-.835827,.170354,-.038094,1.543313,-.411435,.082742);var zt=Pt(5/6*y,-.62636,-.0344,0,1.3493,-.05524,0,.045);function Dt(t,e){var r=t*t,n=e*e;return[t*(1-.162388*n)*(.87-952426e-9*r*r),e*(1+n/12)]}Dt.invert=function(t,e){var r,i=t,a=e,o=50;do{var s=a*a;a-=r=(a*(1+s/12)-e)/(1+s/4)}while(n(r)>v&&--o>0);o=50,t/=1-.162388*s;do{var 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e=t.height,r=t.data,n=3;n<r.length;n+=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}function o(t){for(var e=t.height,r=t.data,n=r.length-1;n>0;n-=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}e.exports=n,n.canvas=document.createElement("canvas"),n.cache={}},{}],247:[function(t,e,r){"use strict";e.exports=function(t){return new s(t||m,null)};function n(t,e,r,n,i,a){this._color=t,this.key=e,this.value=r,this.left=n,this.right=i,this._count=a}function i(t){return new n(t._color,t.key,t.value,t.left,t.right,t._count)}function a(t,e){return new n(t,e.key,e.value,e.left,e.right,e._count)}function o(t){t._count=1+(t.left?t.left._count:0)+(t.right?t.right._count:0)}function s(t,e){this._compare=t,this.root=e}var l=s.prototype;function c(t,e){var r;if(e.left&&(r=c(t,e.left)))return r;return(r=t(e.key,e.value))||(e.right?c(t,e.right):void 0)}function u(t,e,r,n){if(e(t,n.key)<=0){var i;if(n.left)if(i=u(t,e,r,n.left))return i;if(i=r(n.key,n.value))return i}if(n.right)return u(t,e,r,n.right)}function 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p=l[f-2];if(p.left===h)if(h.left===i){if(!(d=p.right)||0!==d._color){if(p._color=0,p.left=h.right,h._color=1,h.right=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(m=l[f-3]).left===p?m.left=h:m.right=h;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else{if(!(d=p.right)||0!==d._color){if(h.right=i.left,p._color=0,p.left=i.right,i._color=1,i.left=h,i.right=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(m=l[f-3]).left===p?m.left=i:m.right=i;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else if(h.right===i){if(!(d=p.left)||0!==d._color){if(p._color=0,p.right=h.left,h._color=1,h.left=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(m=l[f-3]).right===p?m.right=h:m.left=h;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}else{var d;if(!(d=p.left)||0!==d._color){var m;if(h.left=i.right,p._color=0,p.right=i.left,i._color=1,i.right=h,i.left=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(m=l[f-3]).right===p?m.right=i:m.left=i;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}}return l[0]._color=1,new 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f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,"key",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,"value",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,"index",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,"hasNext",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error("Can't update empty node!");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,"hasPrev",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],248:[function(t,e,r){e.exports=function(t,e){if("string"!=typeof t)throw new TypeError("must specify type string");if(e=e||{},"undefined"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement("canvas");"number"==typeof e.width&&(r.width=e.width);"number"==typeof e.height&&(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf("webgl")&&a.push("experimental-"+t);for(var o=0;o<a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],249:[function(t,e,r){"use strict";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t("./lib/text.js"),i=t("./lib/lines.js"),a=t("./lib/background.js"),o=t("./lib/cube.js"),s=t("./lib/ticks.js"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=["sans-serif","sans-serif","sans-serif"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=["auto","auto","auto"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=["x","y","z"],this.labelEnable=[!0,!0,!0],this.labelFont="sans-serif",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=["auto","auto","auto"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if("bounds"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if("ticks"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a("tickSpacing")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&("ticks"in t||"tickSpacing"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o("tickEnable"),l("tickFont")&&(u=!0),a("tickSize"),a("tickAngle"),a("tickPad"),c("tickColor");var m=l("labels");l("labelFont")&&(m=!0),o("labelEnable"),a("labelSize"),a("labelPad"),c("labelColor"),o("lineEnable"),o("lineMirror"),a("lineWidth"),c("lineColor"),o("lineTickEnable"),o("lineTickMirror"),a("lineTickLength"),a("lineTickWidth"),c("lineTickColor"),o("gridEnable"),a("gridWidth"),c("gridColor"),o("zeroEnable"),c("zeroLineColor"),a("zeroLineWidth"),o("backgroundEnable"),c("backgroundColor"),this._text?this._text&&(m||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var m=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=m;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(H[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]="auto"):this.tickAlign[A]=-1,F=1,"auto"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(""+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)H[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),"auto"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(""+S[0]);for(C=0;C<3;++C)H[C]+=k*U[C]*this.labelPad[C]/r[5*C];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{"./lib/background.js":250,"./lib/cube.js":251,"./lib/lines.js":252,"./lib/text.js":254,"./lib/ticks.js":255}],250:[function(t,e,r){"use strict";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var m=-1;m<=1;m+=2)f[u]=m,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=c;c=u,u=g}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{"./shaders":253,"gl-buffer":257,"gl-vao":343}],251:[function(t,e,r){"use strict";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);o(c[O],c[P],c[I],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);var 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e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var m=[1,1,1],g=[0,0,0],v={cubeEdges:m,axis:g}},{"bit-twiddle":101,"gl-mat4/multiply":289,"robust-orientation":524,"split-polygon":541}],252:[function(t,e,r){"use strict";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var m=+r[f][d].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){m=+r[f][v].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}g=o.length/3|0;c[f]=h,u[f]=g-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var m=f(l);m[t]=1,this.shader.uniforms.screenAxis=m,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{"./shaders":253,"gl-buffer":257,"gl-vao":343}],253:[function(t,e,r){"use strict";var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\nuniform float lineWidth;\nuniform vec2 screenShape;\n\nvec3 project(vec3 p) {\n  vec4 pp = projection * view * model * vec4(p, 1.0);\n  return pp.xyz / max(pp.w, 0.0001);\n}\n\nvoid main() {\n  vec3 major = position.x * majorAxis;\n  vec3 minor = position.y * minorAxis;\n\n  vec3 vPosition = major + minor + offset;\n  vec3 pPosition = project(vPosition);\n  vec3 offset = project(vPosition + screenAxis * position.z);\n\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\n\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 color;\nvoid main() {\n  gl_FragColor = color;\n}"]);r.line=function(t){return i(t,a,o,null,[{name:"position",type:"vec3"}])};var s=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\nuniform vec3 offset, axis, alignDir, alignOpt;\nuniform float scale, angle, pixelScale;\nuniform vec2 resolution;\n\nvec3 project(vec3 p) {\n  vec4 pp = projection * view * model * vec4(p, 1.0);\n  return pp.xyz / max(pp.w, 0.0001);\n}\n\nfloat computeViewAngle(vec3 a, vec3 b) {\n  vec3 A = project(a);\n  vec3 B = project(b);\n\n  return atan(\n    (B.y - A.y) * resolution.y,\n    (B.x - A.x) * resolution.x\n  );\n}\n\nconst float PI = 3.141592;\nconst float TWO_PI = 2.0 * PI;\nconst float HALF_PI = 0.5 * PI;\nconst float ONE_AND_HALF_PI = 1.5 * PI;\n\nint option = int(floor(alignOpt.x + 0.001));\nfloat hv_ratio =       alignOpt.y;\nbool enableAlign =    (alignOpt.z != 0.0);\n\nfloat mod_angle(float a) {\n  return mod(a, PI);\n}\n\nfloat positive_angle(float a) {\n  return mod_angle((a < 0.0) ?\n    a + TWO_PI :\n    a\n  );\n}\n\nfloat look_upwards(float a) {\n  float b = positive_angle(a);\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\n    b - PI :\n    b;\n}\n\nfloat look_horizontal_or_vertical(float a, float ratio) {\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\n  // if ratio is set to 0.5 then it is 50%, 50%.\n  // when using a higher ratio e.g. 0.75 the result would\n  // likely be more horizontal than vertical.\n\n  float b = positive_angle(a);\n\n  return\n    (b < (      ratio) * HALF_PI) ? 0.0 :\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\n    (b < (4.0 - ratio) * HALF_PI) ? 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HALF_PI :\n                      computeViewAngle(dataPosition, dataPosition + axis);\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\n\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\n\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\n\n    beta += applyAlignOption(clipAngle, flip * PI);\n  }\n\n  //Compute plane offset\n  vec2 planeCoord = position.xy * pixelScale;\n\n  mat2 planeXform = scale * mat2(\n     cos(beta), sin(beta),\n    -sin(beta), cos(beta)\n  );\n\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\n\n  //Compute clip position\n  vec3 clipPosition = project(dataPosition);\n\n  //Apply text offset in clip coordinates\n  clipPosition += vec3(viewOffset, 0.0);\n\n  //Done\n  gl_Position = vec4(clipPosition, 1.0);\n}"]),l=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 color;\nvoid main() {\n  gl_FragColor = color;\n}"]);r.text=function(t){return i(t,s,l,null,[{name:"position",type:"vec3"}])};var c=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec3 normal;\n\nuniform mat4 model, view, projection;\nuniform vec3 enable;\nuniform vec3 bounds[2];\n\nvarying vec3 colorChannel;\n\nvoid main() {\n\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\n\n  vec3 realNormal = signAxis * normal;\n\n  if(dot(realNormal, enable) > 0.0) {\n    vec3 minRange = min(bounds[0], bounds[1]);\n    vec3 maxRange = max(bounds[0], bounds[1]);\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\n  } else {\n    gl_Position = vec4(0,0,0,0);\n  }\n\n  colorChannel = abs(realNormal);\n}"]),u=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 colors[3];\n\nvarying vec3 colorChannel;\n\nvoid main() {\n  gl_FragColor = colorChannel.x * colors[0] +\n                 colorChannel.y * colors[1] +\n                 colorChannel.z * colors[2];\n}"]);r.bg=function(t){return i(t,c,u,null,[{name:"position",type:"vec3"},{name:"normal",type:"vec3"}])}},{"gl-shader":323,glslify:424}],254:[function(t,e,r){(function(r){(function(){"use strict";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t("gl-buffer"),i=t("gl-vao"),a=t("vectorize-text"),o=t("./shaders").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:"'+t+'" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:"center",textBaseline:"middle",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,m=p.length;d<m;++d)for(var g=p[d],v=2;v>=0;--v){var y=h[g[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var m=0;m<n[d].length;++m)n[d][m].text&&s(n[d][m].x,n[d][m].text,n[d][m].font||i,n[d][m].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=f,this.labelCount=h},u.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this)}).call(this,t("_process"))},{"./shaders":253,_process:504,"gl-buffer":257,"gl-vao":343,"vectorize-text":596}],255:[function(t,e,r){"use 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h=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,v,x,y)).axis;o(u,p,h),o(u,v,u);for(var _=m,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=y?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var I=d(g,u,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(I[C])))}}}}return _};var n=t("extract-frustum-planes"),i=t("split-polygon"),a=t("./lib/cube.js"),o=t("gl-mat4/multiply"),s=t("gl-mat4/transpose"),l=t("gl-vec4/transformMat4"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var m=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},{"./lib/cube.js":251,"extract-frustum-planes":241,"gl-mat4/multiply":289,"gl-mat4/transpose":300,"gl-vec4/transformMat4":414,"split-polygon":541}],257:[function(t,e,r){"use strict";var n=t("typedarray-pool"),i=t("ndarray-ops"),a=t("ndarray"),o=["uint8","uint8_clamped","uint16","uint32","int8","int16","int32","float32"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error("gl-buffer: If resizing buffer, must not specify offset");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if("number"!=typeof e&&(e=-1),this.bind(),"object"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r="float32"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension("OES_element_index_uint")&&"uint16"!==r?"uint32":"uint16";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,"uint16"):u(t,"float32"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if("object"==typeof t&&"number"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if("number"!=typeof t&&void 0!==t)throw new Error("gl-buffer: Invalid data type");if(e>=0)throw new Error("gl-buffer: Cannot specify offset when resizing buffer");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error("gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error("gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:462,"ndarray-ops":457,"typedarray-pool":590}],258:[function(t,e,r){"use strict";var n=t("gl-vec3");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,m=[],g=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),v=!1):v=!0}v||(p=x,d=b),m.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=m[y],P=n.length(C)*k,I=0;I<8;I++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=t("./lib/shaders");e.exports.createMesh=t("./create_mesh"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:"cone"})}},{"./create_mesh":259,"./lib/shaders":260,"gl-vec3":362}],259:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("gl-mat4/multiply"),l=t("gl-mat4/invert"),c=t("ndarray"),u=t("colormap"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function m(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,"lightPosition"in t&&(this.lightPosition=t.lightPosition),"opacity"in t&&(this.opacity=t.opacity),"ambient"in t&&(this.ambientLight=t.ambient),"diffuse"in t&&(this.diffuseLight=t.diffuse),"specular"in t&&(this.specularLight=t.specular),"roughness"in t&&(this.roughness=t.roughness),"fresnel"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:"rgba"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,m=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],m=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var v=p[g];d=Math.min(d,v),m=Math.max(m,v)}else for(g=0;g<n.length;++g){v=n[g][2];d=Math.min(d,v),m=Math.max(m,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(g=0;g<n.length;++g)for(var y=n[g],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(m-d),0]:[(y[2]-d)/(m-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var m=this.triShader;m.bind(),m.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return"cone"===this.traceType?i.index=Math.floor(r[1]/48):"streamtube"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=m(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,g,v,x,r.traceType||"cone");return b.update(e),b}},{colormap:132,"gl-buffer":257,"gl-mat4/invert":287,"gl-mat4/multiply":289,"gl-shader":323,"gl-texture2d":338,"gl-vao":343,ndarray:462}],260:[function(t,e,r){var n=t("glslify"),i=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n  // Return up-vector for only-z vector.\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\n  // Assign z = 0, x = -b, y = a:\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n    return normalize(vec3(-v.y, v.x, 0.0));\n  } else {\n    return normalize(vec3(0.0, v.z, -v.y));\n  }\n}\n\n// Calculate the cone vertex and normal at the given index.\n//\n// The returned vertex is for a cone with its top at origin and height of 1.0,\n// pointing in the direction of the vector attribute.\n//\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\n// These vertices are used to make up the triangles of the cone by the following:\n//   segment + 0 top vertex\n//   segment + 1 perimeter vertex a+1\n//   segment + 2 perimeter vertex a\n//   segment + 3 center base vertex\n//   segment + 4 perimeter vertex a\n//   segment + 5 perimeter vertex a+1\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\n// To go from index to segment, floor(index / 6)\n// To go from segment to angle, 2*pi * (segment/segmentCount)\n// To go from index to segment index, index - (segment*6)\n//\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\n\n  const float segmentCount = 8.0;\n\n  float index = rawIndex - floor(rawIndex /\n    (segmentCount * 6.0)) *\n    (segmentCount * 6.0);\n\n  float segment = floor(0.001 + index/6.0);\n  float segmentIndex = index - (segment*6.0);\n\n  normal = -normalize(d);\n\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\n    return mix(vec3(0.0), -d, coneOffset);\n  }\n\n  float nextAngle = (\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\n  ) ? 1.0 : 0.0;\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\n\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\n  vec3 v2 = v1 - d;\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d)*0.25;\n  vec3 y = v * sin(angle) * length(d)*0.25;\n  vec3 v3 = v2 + x + y;\n  if (segmentIndex < 3.0) {\n    vec3 tx = u * sin(angle);\n    vec3 ty = v * -cos(angle);\n    vec3 tangent = tx + ty;\n    normal = normalize(cross(v3 - v1, tangent));\n  }\n\n  if (segmentIndex == 0.0) {\n    return mix(d, vec3(0.0), coneOffset);\n  }\n  return v3;\n}\n\nattribute vec3 vector;\nattribute vec4 color, position;\nattribute vec2 uv;\n\nuniform float vectorScale, coneScale, coneOffset;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 eyePosition, lightPosition;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  // Scale the vector magnitude to stay constant with\n  // model & view changes.\n  vec3 normal;\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * conePosition;\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\n  vec4 t_position  = view * conePosition;\n  gl_Position      = projection * t_position;\n\n  f_color          = color;\n  f_data           = conePosition.xyz;\n  f_position       = position.xyz;\n  f_uv             = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness,\n  float fresnel) {\n\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n  //Half angle vector\n  vec3 H = normalize(lightDirection + viewDirection);\n\n  //Geometric term\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\n  float VdotH = max(dot(viewDirection, H), 0.000001);\n  float LdotH = max(dot(lightDirection, H), 0.000001);\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\n  float G = min(1.0, min(G1, G2));\n  \n  //Distribution term\n  float D = beckmannDistribution(NdotH, roughness);\n\n  //Fresnel term\n  float F = pow(1.0 - VdotN, fresnel);\n\n  //Multiply terms and done\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform sampler2D texture;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n  vec3 N = normalize(f_normal);\n  vec3 L = normalize(f_lightDirection);\n  vec3 V = normalize(f_eyeDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = litColor * opacity;\n}\n"]),o=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n  // Return up-vector for only-z vector.\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\n  // Assign z = 0, x = -b, y = a:\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n    return normalize(vec3(-v.y, v.x, 0.0));\n  } else {\n    return normalize(vec3(0.0, v.z, -v.y));\n  }\n}\n\n// Calculate the cone vertex and normal at the given index.\n//\n// The returned vertex is for a cone with its top at origin and height of 1.0,\n// pointing in the direction of the vector attribute.\n//\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\n// These vertices are used to make up the triangles of the cone by the following:\n//   segment + 0 top vertex\n//   segment + 1 perimeter vertex a+1\n//   segment + 2 perimeter vertex a\n//   segment + 3 center base vertex\n//   segment + 4 perimeter vertex a\n//   segment + 5 perimeter vertex a+1\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\n// To go from index to segment, floor(index / 6)\n// To go from segment to angle, 2*pi * (segment/segmentCount)\n// To go from index to segment index, index - (segment*6)\n//\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\n\n  const float segmentCount = 8.0;\n\n  float index = rawIndex - floor(rawIndex /\n    (segmentCount * 6.0)) *\n    (segmentCount * 6.0);\n\n  float segment = floor(0.001 + index/6.0);\n  float segmentIndex = index - (segment*6.0);\n\n  normal = -normalize(d);\n\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\n    return mix(vec3(0.0), -d, coneOffset);\n  }\n\n  float nextAngle = (\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\n  ) ? 1.0 : 0.0;\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\n\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\n  vec3 v2 = v1 - d;\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d)*0.25;\n  vec3 y = v * sin(angle) * length(d)*0.25;\n  vec3 v3 = v2 + x + y;\n  if (segmentIndex < 3.0) {\n    vec3 tx = u * sin(angle);\n    vec3 ty = v * -cos(angle);\n    vec3 tangent = tx + ty;\n    normal = normalize(cross(v3 - v1, tangent));\n  }\n\n  if (segmentIndex == 0.0) {\n    return mix(d, vec3(0.0), coneOffset);\n  }\n  return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform float vectorScale, coneScale, coneOffset;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  vec3 normal;\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n  gl_Position = projection * view * conePosition;\n  f_id        = id;\n  f_position  = position.xyz;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3  clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n  gl_FragColor = vec4(pickId, f_id.xyz);\n}"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec4"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"vector",type:"vec3"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec4"},{name:"id",type:"vec4"},{name:"vector",type:"vec3"}]}},{glslify:424}],261:[function(t,e,r){e.exports={0:"NONE",1:"ONE",2:"LINE_LOOP",3:"LINE_STRIP",4:"TRIANGLES",5:"TRIANGLE_STRIP",6:"TRIANGLE_FAN",256:"DEPTH_BUFFER_BIT",512:"NEVER",513:"LESS",514:"EQUAL",515:"LEQUAL",516:"GREATER",517:"NOTEQUAL",518:"GEQUAL",519:"ALWAYS",768:"SRC_COLOR",769:"ONE_MINUS_SRC_COLOR",770:"SRC_ALPHA",771:"ONE_MINUS_SRC_ALPHA",772:"DST_ALPHA",773:"ONE_MINUS_DST_ALPHA",774:"DST_COLOR",775:"ONE_MINUS_DST_COLOR",776:"SRC_ALPHA_SATURATE",1024:"STENCIL_BUFFER_BIT",1028:"FRONT",1029:"BACK",1032:"FRONT_AND_BACK",1280:"INVALID_ENUM",1281:"INVALID_VALUE",1282:"INVALID_OPERATION",1285:"OUT_OF_MEMORY",1286:"INVALID_FRAMEBUFFER_OPERATION",2304:"CW",2305:"CCW",2849:"LINE_WIDTH",2884:"CULL_FACE",2885:"CULL_FACE_MODE",2886:"FRONT_FACE",2928:"DEPTH_RANGE",2929:"DEPTH_TEST",2930:"DEPTH_WRITEMASK",2931:"DEPTH_CLEAR_VALUE",2932:"DEPTH_FUNC",2960:"STENCIL_TEST",2961:"STENCIL_CLEAR_VALUE",2962:"STENCIL_FUNC",2963:"STENCIL_VALUE_MASK",2964:"STENCIL_FAIL",2965:"STENCIL_PASS_DEPTH_FAIL",2966:"STENCIL_PASS_DEPTH_PASS",2967:"STENCIL_REF",2968:"STENCIL_WRITEMASK",2978:"VIEWPORT",3024:"DITHER",3042:"BLEND",3088:"SCISSOR_BOX",3089:"SCISSOR_TEST",3106:"COLOR_CLEAR_VALUE",3107:"COLOR_WRITEMASK",3317:"UNPACK_ALIGNMENT",3333:"PACK_ALIGNMENT",3379:"MAX_TEXTURE_SIZE",3386:"MAX_VIEWPORT_DIMS",3408:"SUBPIXEL_BITS",3410:"RED_BITS",3411:"GREEN_BITS",3412:"BLUE_BITS",3413:"ALPHA_BITS",3414:"DEPTH_BITS",3415:"STENCIL_BITS",3553:"TEXTURE_2D",4352:"DONT_CARE",4353:"FASTEST",4354:"NICEST",5120:"BYTE",5121:"UNSIGNED_BYTE",5122:"SHORT",5123:"UNSIGNED_SHORT",5124:"INT",5125:"UNSIGNED_INT",5126:"FLOAT",5386:"INVERT",5890:"TEXTURE",6401:"STENCIL_INDEX",6402:"DEPTH_COMPONENT",6406:"ALPHA",6407:"RGB",6408:"RGBA",6409:"LUMINANCE",6410:"LUMINANCE_ALPHA",7680:"KEEP",7681:"REPLACE",7682:"INCR",7683:"DECR",7936:"VENDOR",7937:"RENDERER",7938:"VERSION",9728:"NEAREST",9729:"LINEAR",9984:"NEAREST_MIPMAP_NEAREST",9985:"LINEAR_MIPMAP_NEAREST",9986:"NEAREST_MIPMAP_LINEAR",9987:"LINEAR_MIPMAP_LINEAR",10240:"TEXTURE_MAG_FILTER",10241:"TEXTURE_MIN_FILTER",10242:"TEXTURE_WRAP_S",10243:"TEXTURE_WRAP_T",10497:"REPEAT",10752:"POLYGON_OFFSET_UNITS",16384:"COLOR_BUFFER_BIT",32769:"CONSTANT_COLOR",32770:"ONE_MINUS_CONSTANT_COLOR",32771:"CONSTANT_ALPHA",32772:"ONE_MINUS_CONSTANT_ALPHA",32773:"BLEND_COLOR",32774:"FUNC_ADD",32777:"BLEND_EQUATION_RGB",32778:"FUNC_SUBTRACT",32779:"FUNC_REVERSE_SUBTRACT",32819:"UNSIGNED_SHORT_4_4_4_4",32820:"UNSIGNED_SHORT_5_5_5_1",32823:"POLYGON_OFFSET_FILL",32824:"POLYGON_OFFSET_FACTOR",32854:"RGBA4",32855:"RGB5_A1",32873:"TEXTURE_BINDING_2D",32926:"SAMPLE_ALPHA_TO_COVERAGE",32928:"SAMPLE_COVERAGE",32936:"SAMPLE_BUFFERS",32937:"SAMPLES",32938:"SAMPLE_COVERAGE_VALUE",32939:"SAMPLE_COVERAGE_INVERT",32968:"BLEND_DST_RGB",32969:"BLEND_SRC_RGB",32970:"BLEND_DST_ALPHA",32971:"BLEND_SRC_ALPHA",33071:"CLAMP_TO_EDGE",33170:"GENERATE_MIPMAP_HINT",33189:"DEPTH_COMPONENT16",33306:"DEPTH_STENCIL_ATTACHMENT",33635:"UNSIGNED_SHORT_5_6_5",33648:"MIRRORED_REPEAT",33901:"ALIASED_POINT_SIZE_RANGE",33902:"ALIASED_LINE_WIDTH_RANGE",33984:"TEXTURE0",33985:"TEXTURE1",33986:"TEXTURE2",33987:"TEXTURE3",33988:"TEXTURE4",33989:"TEXTURE5",33990:"TEXTURE6",33991:"TEXTURE7",33992:"TEXTURE8",33993:"TEXTURE9",33994:"TEXTURE10",33995:"TEXTURE11",33996:"TEXTURE12",33997:"TEXTURE13",33998:"TEXTURE14",33999:"TEXTURE15",34e3:"TEXTURE16",34001:"TEXTURE17",34002:"TEXTURE18",34003:"TEXTURE19",34004:"TEXTURE20",34005:"TEXTURE21",34006:"TEXTURE22",34007:"TEXTURE23",34008:"TEXTURE24",34009:"TEXTURE25",34010:"TEXTURE26",34011:"TEXTURE27",34012:"TEXTURE28",34013:"TEXTURE29",34014:"TEXTURE30",34015:"TEXTURE31",34016:"ACTIVE_TEXTURE",34024:"MAX_RENDERBUFFER_SIZE",34041:"DEPTH_STENCIL",34055:"INCR_WRAP",34056:"DECR_WRAP",34067:"TEXTURE_CUBE_MAP",34068:"TEXTURE_BINDING_CUBE_MAP",34069:"TEXTURE_CUBE_MAP_POSITIVE_X",34070:"TEXTURE_CUBE_MAP_NEGATIVE_X",34071:"TEXTURE_CUBE_MAP_POSITIVE_Y",34072:"TEXTURE_CUBE_MAP_NEGATIVE_Y",34073:"TEXTURE_CUBE_MAP_POSITIVE_Z",34074:"TEXTURE_CUBE_MAP_NEGATIVE_Z",34076:"MAX_CUBE_MAP_TEXTURE_SIZE",34338:"VERTEX_ATTRIB_ARRAY_ENABLED",34339:"VERTEX_ATTRIB_ARRAY_SIZE",34340:"VERTEX_ATTRIB_ARRAY_STRIDE",34341:"VERTEX_ATTRIB_ARRAY_TYPE",34342:"CURRENT_VERTEX_ATTRIB",34373:"VERTEX_ATTRIB_ARRAY_POINTER",34466:"NUM_COMPRESSED_TEXTURE_FORMATS",34467:"COMPRESSED_TEXTURE_FORMATS",34660:"BUFFER_SIZE",34661:"BUFFER_USAGE",34816:"STENCIL_BACK_FUNC",34817:"STENCIL_BACK_FAIL",34818:"STENCIL_BACK_PASS_DEPTH_FAIL",34819:"STENCIL_BACK_PASS_DEPTH_PASS",34877:"BLEND_EQUATION_ALPHA",34921:"MAX_VERTEX_ATTRIBS",34922:"VERTEX_ATTRIB_ARRAY_NORMALIZED",34930:"MAX_TEXTURE_IMAGE_UNITS",34962:"ARRAY_BUFFER",34963:"ELEMENT_ARRAY_BUFFER",34964:"ARRAY_BUFFER_BINDING",34965:"ELEMENT_ARRAY_BUFFER_BINDING",34975:"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING",35040:"STREAM_DRAW",35044:"STATIC_DRAW",35048:"DYNAMIC_DRAW",35632:"FRAGMENT_SHADER",35633:"VERTEX_SHADER",35660:"MAX_VERTEX_TEXTURE_IMAGE_UNITS",35661:"MAX_COMBINED_TEXTURE_IMAGE_UNITS",35663:"SHADER_TYPE",35664:"FLOAT_VEC2",35665:"FLOAT_VEC3",35666:"FLOAT_VEC4",35667:"INT_VEC2",35668:"INT_VEC3",35669:"INT_VEC4",35670:"BOOL",35671:"BOOL_VEC2",35672:"BOOL_VEC3",35673:"BOOL_VEC4",35674:"FLOAT_MAT2",35675:"FLOAT_MAT3",35676:"FLOAT_MAT4",35678:"SAMPLER_2D",35680:"SAMPLER_CUBE",35712:"DELETE_STATUS",35713:"COMPILE_STATUS",35714:"LINK_STATUS",35715:"VALIDATE_STATUS",35716:"INFO_LOG_LENGTH",35717:"ATTACHED_SHADERS",35718:"ACTIVE_UNIFORMS",35719:"ACTIVE_UNIFORM_MAX_LENGTH",35720:"SHADER_SOURCE_LENGTH",35721:"ACTIVE_ATTRIBUTES",35722:"ACTIVE_ATTRIBUTE_MAX_LENGTH",35724:"SHADING_LANGUAGE_VERSION",35725:"CURRENT_PROGRAM",36003:"STENCIL_BACK_REF",36004:"STENCIL_BACK_VALUE_MASK",36005:"STENCIL_BACK_WRITEMASK",36006:"FRAMEBUFFER_BINDING",36007:"RENDERBUFFER_BINDING",36048:"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE",36049:"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME",36050:"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL",36051:"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE",36053:"FRAMEBUFFER_COMPLETE",36054:"FRAMEBUFFER_INCOMPLETE_ATTACHMENT",36055:"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT",36057:"FRAMEBUFFER_INCOMPLETE_DIMENSIONS",36061:"FRAMEBUFFER_UNSUPPORTED",36064:"COLOR_ATTACHMENT0",36096:"DEPTH_ATTACHMENT",36128:"STENCIL_ATTACHMENT",36160:"FRAMEBUFFER",36161:"RENDERBUFFER",36162:"RENDERBUFFER_WIDTH",36163:"RENDERBUFFER_HEIGHT",36164:"RENDERBUFFER_INTERNAL_FORMAT",36168:"STENCIL_INDEX8",36176:"RENDERBUFFER_RED_SIZE",36177:"RENDERBUFFER_GREEN_SIZE",36178:"RENDERBUFFER_BLUE_SIZE",36179:"RENDERBUFFER_ALPHA_SIZE",36180:"RENDERBUFFER_DEPTH_SIZE",36181:"RENDERBUFFER_STENCIL_SIZE",36194:"RGB565",36336:"LOW_FLOAT",36337:"MEDIUM_FLOAT",36338:"HIGH_FLOAT",36339:"LOW_INT",36340:"MEDIUM_INT",36341:"HIGH_INT",36346:"SHADER_COMPILER",36347:"MAX_VERTEX_UNIFORM_VECTORS",36348:"MAX_VARYING_VECTORS",36349:"MAX_FRAGMENT_UNIFORM_VECTORS",37440:"UNPACK_FLIP_Y_WEBGL",37441:"UNPACK_PREMULTIPLY_ALPHA_WEBGL",37442:"CONTEXT_LOST_WEBGL",37443:"UNPACK_COLORSPACE_CONVERSION_WEBGL",37444:"BROWSER_DEFAULT_WEBGL"}},{}],262:[function(t,e,r){var n=t("./1.0/numbers");e.exports=function(t){return n[t]}},{"./1.0/numbers":261}],263:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders/index"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*u,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=u[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){"lineWidth"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),"capSize"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,"opacity"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var u=r[l],h=0;h<3;++h)if(isNaN(u[h])||!isFinite(u[h]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var m;if(p[0][s]<0)(m=u.slice())[s]+=p[0][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,m[0],m[1],m[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,m),o+=2+f(i,m,d,s);if(p[1][s]>0)(m=u.slice())[s]+=p[1][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,m[0],m[1],m[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,m),o+=2+f(i,m,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{"./shaders/index":264,"gl-buffer":257,"gl-vao":343}],264:[function(t,e,r){"use strict";var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, offset;\nattribute vec4 color;\nuniform mat4 model, view, projection;\nuniform float capSize;\nvarying vec4 fragColor;\nvarying vec3 fragPosition;\n\nvoid main() {\n  vec4 worldPosition  = model * vec4(position, 1.0);\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\n  gl_Position         = projection * view * worldPosition;\n  fragColor           = color;\n  fragPosition        = position;\n}"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float opacity;\nvarying vec3 fragPosition;\nvarying vec4 fragColor;\n\nvoid main() {\n  if (\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\n    fragColor.a * opacity == 0.\n  ) discard;\n\n  gl_FragColor = opacity * fragColor;\n}"]);e.exports=function(t){return i(t,a,o,null,[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"offset",type:"vec3"}])}},{"gl-shader":323,glslify:424}],265:[function(t,e,r){"use strict";var n=t("gl-texture2d");e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension("WEBGL_draw_buffers");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if("number"!=typeof e)throw new Error("gl-fbo: Missing shape parameter");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error("gl-fbo: Parameters are too large for FBO");var f=1;if("color"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error("gl-fbo: Must specify a nonnegative number of colors");if(f>1){if(!c)throw new Error("gl-fbo: Multiple draw buffer extension not supported");if(f>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error("gl-fbo: Context does not support "+f+" draw buffers")}}var h=t.UNSIGNED_BYTE,p=t.getExtension("OES_texture_float");if(n.float&&f>0){if(!p)throw new Error("gl-fbo: Context does not support floating point textures");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var m=!0;"depth"in n&&(m=!!n.depth);var g=!1;"stencil"in n&&(g=!!n.stencil);return new d(t,e,r,h,f,m,g,c)};var i,a,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error("gl-fbo: Framebuffer unsupported");case a:throw new Error("gl-fbo: Framebuffer incomplete attachment");case o:throw new Error("gl-fbo: Framebuffer incomplete dimensions");case s:throw new Error("gl-fbo: Framebuffer incomplete missing attachment");default:throw new Error("gl-fbo: Framebuffer failed for unspecified reason")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var m=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return m._shape[0]},set:function(t){return m.width=t}},1:{get:function(){return m._shape[1]},set:function(t){return m.height=t}}}),this._shapeVector=g,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,m=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension("WEBGL_depth_texture");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):m&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var m=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error("gl-fbo: Can't resize destroyed FBO");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error("gl-fbo: Can't resize FBO, invalid dimensions");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(m,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error("gl-fbo: Shape vector must be length 2");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),m.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},m.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{"gl-texture2d":338}],266:[function(t,e,r){var n=t("sprintf-js").sprintf,i=t("gl-constants/lookup"),a=t("glsl-shader-name"),o=t("add-line-numbers");e.exports=function(t,e,r){"use strict";var s=a(e)||"of unknown name (see npm glsl-shader-name)",l="unknown type";void 0!==r&&(l=r===i.FRAGMENT_SHADER?"fragment":"vertex");for(var c=n("Error compiling %s shader %s:\n",l,s),u=n("%s%s",c,t),f=t.split("\n"),h={},p=0;p<f.length;p++){var d=f[p];if(""!==d&&"\0"!==d){var m=parseInt(d.split(":")[2]);if(isNaN(m))throw new Error(n("Could not parse error: %s",d));h[m]=d}}var g=o(e).split("\n");for(p=0;p<g.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=g[p];if(c+=v+"\n",h[p+1]){var y=h[p+1];y=y.substr(y.split(":",3).join(":").length+1).trim(),c+=n("^^^ %s\n\n",y)}}return{long:c.trim(),short:u.trim()}}},{"add-line-numbers":68,"gl-constants/lookup":262,"glsl-shader-name":416,"sprintf-js":542}],267:[function(t,e,r){"use strict";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t("binary-search-bounds"),i=t("iota-array"),a=t("typedarray-pool"),o=t("gl-shader"),s=t("gl-buffer"),l=t("./lib/shaders");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],m=t.colorValues||[0,0,0,1],g=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,I;l?(P=x*(o[C]-u),I=x*(o[C+1]-u)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-u):x*(o[C]-(o[C]-o[C-1])/2-u),I=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-u):x*(o[C]+(o[C]-o[C-1])/2-u));for(var O=0;O<E;++O){var z,D;l?(z=y*(r[O]-c),D=y*(r[O+1]-c)):(z=O<b-1?y*(r[O]-(r[O+1]-r[O])/2-c):y*(r[O]-(r[O]-r[O-1])/2-c),D=O<b-1?y*(r[O]+(r[O+1]-r[O])/2-c):y*(r[O]+(r[O]-r[O-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(O+U):C*b+O],q=n.le(d,H);if(q<0)F=m[0],B=m[1],N=m[2],j=m[3];else if(q===g-1)F=m[4*g-4],B=m[4*g-3],N=m[4*g-2],j=m[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Y=1-G,W=4*q,X=4*(q+1);F=Y*m[W]+G*m[X],B=Y*m[W+1]+G*m[X+1],N=Y*m[W+2]+G*m[X+2],j=Y*m[W+3]+G*m[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*I,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+O,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{"./lib/shaders":268,"binary-search-bounds":100,"gl-buffer":257,"gl-shader":323,"iota-array":431,"typedarray-pool":590}],268:[function(t,e,r){"use strict";var n=t("glslify");e.exports={fragment:n(["precision lowp float;\n#define GLSLIFY 1\nvarying vec4 fragColor;\nvoid main() {\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\n}\n"]),vertex:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 color;\nattribute vec2 weight;\n\nuniform vec2 shape;\nuniform mat3 viewTransform;\n\nvarying vec4 fragColor;\n\nvoid main() {\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\n  fragColor = color;\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\n}\n"]),pickFragment:n(["precision mediump float;\n#define GLSLIFY 1\n\nvarying vec4 fragId;\nvarying vec2 vWeight;\n\nuniform vec2 shape;\nuniform vec4 pickOffset;\n\nvoid main() {\n  vec2 d = step(.5, vWeight);\n  vec4 id = fragId + pickOffset;\n  id.x += d.x + d.y*shape.x;\n\n  id.y += floor(id.x / 256.0);\n  id.x -= floor(id.x / 256.0) * 256.0;\n\n  id.z += floor(id.y / 256.0);\n  id.y -= floor(id.y / 256.0) * 256.0;\n\n  id.w += floor(id.z / 256.0);\n  id.z -= floor(id.z / 256.0) * 256.0;\n\n  gl_FragColor = id/255.;\n}\n"]),pickVertex:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 pickId;\nattribute vec2 weight;\n\nuniform vec2 shape;\nuniform mat3 viewTransform;\n\nvarying vec4 fragId;\nvarying vec2 vWeight;\n\nvoid main() {\n  vWeight = weight;\n\n  fragId = pickId;\n\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\n}\n"])}},{glslify:424}],269:[function(t,e,r){var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, nextPosition;\nattribute float arcLength, lineWidth;\nattribute vec4 color;\n\nuniform vec2 screenShape;\nuniform float pixelRatio;\nuniform mat4 model, view, projection;\n\nvarying vec4 fragColor;\nvarying vec3 worldPosition;\nvarying float pixelArcLength;\n\nvec4 project(vec3 p) {\n  return projection * view * model * vec4(p, 1.0);\n}\n\nvoid main() {\n  vec4 startPoint = project(position);\n  vec4 endPoint   = project(nextPosition);\n\n  vec2 A = startPoint.xy / startPoint.w;\n  vec2 B =   endPoint.xy /   endPoint.w;\n\n  float clipAngle = atan(\n    (B.y - A.y) * screenShape.y,\n    (B.x - A.x) * screenShape.x\n  );\n\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\n    sin(clipAngle),\n    -cos(clipAngle)\n  ) / screenShape;\n\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\n\n  worldPosition = position;\n  pixelArcLength = arcLength;\n  fragColor = color;\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3      clipBounds[2];\nuniform sampler2D dashTexture;\nuniform float     dashScale;\nuniform float     opacity;\n\nvarying vec3    worldPosition;\nvarying float   pixelArcLength;\nvarying vec4    fragColor;\n\nvoid main() {\n  if (\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\n    fragColor.a * opacity == 0.\n  ) discard;\n\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\n  if(dashWeight < 0.5) {\n    discard;\n  }\n  gl_FragColor = fragColor * opacity;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\n#define FLOAT_MAX  1.70141184e38\n#define FLOAT_MIN  1.17549435e-38\n\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\nvec4 packFloat(float v) {\n  float av = abs(v);\n\n  //Handle special cases\n  if(av < FLOAT_MIN) {\n    return vec4(0.0, 0.0, 0.0, 0.0);\n  } else if(v > FLOAT_MAX) {\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\n  } else if(v < -FLOAT_MAX) {\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\n  }\n\n  vec4 c = vec4(0,0,0,0);\n\n  //Compute exponent and mantissa\n  float e = floor(log2(av));\n  float m = av * pow(2.0, -e) - 1.0;\n\n  //Unpack mantissa\n  c[1] = floor(128.0 * m);\n  m -= c[1] / 128.0;\n  c[2] = floor(32768.0 * m);\n  m -= c[2] / 32768.0;\n  c[3] = floor(8388608.0 * m);\n\n  //Unpack exponent\n  float ebias = e + 127.0;\n  c[0] = floor(ebias / 2.0);\n  ebias -= c[0] * 2.0;\n  c[1] += floor(ebias) * 128.0;\n\n  //Unpack sign bit\n  c[0] += 128.0 * step(0.0, -v);\n\n  //Scale back to range\n  return c / 255.0;\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform float pickId;\nuniform vec3 clipBounds[2];\n\nvarying vec3 worldPosition;\nvarying float pixelArcLength;\nvarying vec4 fragColor;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\n\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\n}"]),l=[{name:"position",type:"vec3"},{name:"nextPosition",type:"vec3"},{name:"arcLength",type:"float"},{name:"lineWidth",type:"float"},{name:"color",type:"vec4"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{"gl-shader":323,glslify:424}],270:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var m=new v(e,r,o,s,l,d);return m.update(t),m};var n=t("gl-buffer"),i=t("gl-vao"),a=t("gl-texture2d"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t("binary-search-bounds"),c=t("ndarray"),u=t("./lib/shaders"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function m(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:m(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:m(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;"dashScale"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,"opacity"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],m=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(m)?m.length>e-1?m[e-1]:m.length>0?m[m.length-1]:[0,0,0,1]:m;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,"dashes"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,u,h,this.points[h])}},{"./lib/shaders":269,"binary-search-bounds":100,"gl-buffer":257,"gl-texture2d":338,"gl-vao":343,ndarray:462}],271:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],m=e[13],g=e[14],v=e[15];return t[0]=s*(h*v-p*g)-f*(l*v-c*g)+m*(l*p-c*h),t[1]=-(n*(h*v-p*g)-f*(i*v-a*g)+m*(i*p-a*h)),t[2]=n*(l*v-c*g)-s*(i*v-a*g)+m*(i*c-a*l),t[3]=-(n*(l*p-c*h)-s*(i*p-a*h)+f*(i*c-a*l)),t[4]=-(o*(h*v-p*g)-u*(l*v-c*g)+d*(l*p-c*h)),t[5]=r*(h*v-p*g)-u*(i*v-a*g)+d*(i*p-a*h),t[6]=-(r*(l*v-c*g)-o*(i*v-a*g)+d*(i*c-a*l)),t[7]=r*(l*p-c*h)-o*(i*p-a*h)+u*(i*c-a*l),t[8]=o*(f*v-p*m)-u*(s*v-c*m)+d*(s*p-c*f),t[9]=-(r*(f*v-p*m)-u*(n*v-a*m)+d*(n*p-a*f)),t[10]=r*(s*v-c*m)-o*(n*v-a*m)+d*(n*c-a*s),t[11]=-(r*(s*p-c*f)-o*(n*p-a*f)+u*(n*c-a*s)),t[12]=-(o*(f*g-h*m)-u*(s*g-l*m)+d*(s*h-l*f)),t[13]=r*(f*g-h*m)-u*(n*g-i*m)+d*(n*h-i*f),t[14]=-(r*(s*g-l*m)-o*(n*g-i*m)+d*(n*l-i*s)),t[15]=r*(s*h-l*f)-o*(n*h-i*f)+u*(n*l-i*s),t}},{}],272:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],273:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],274:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],275:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],f=t[10],h=t[11],p=t[12],d=t[13],m=t[14],g=t[15];return(e*o-r*a)*(f*g-h*m)-(e*s-n*a)*(u*g-h*d)+(e*l-i*a)*(u*m-f*d)+(r*s-n*o)*(c*g-h*p)-(r*l-i*o)*(c*m-f*p)+(n*l-i*s)*(c*d-u*p)}},{}],276:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,c=r*o,u=n*o,f=n*s,h=i*o,p=i*s,d=i*l,m=a*o,g=a*s,v=a*l;return t[0]=1-f-d,t[1]=u+v,t[2]=h-g,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+m,t[7]=0,t[8]=h+g,t[9]=p-m,t[10]=1-c-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],277:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o=r[0],s=r[1],l=r[2],c=Math.sqrt(o*o+s*s+l*l);if(Math.abs(c)<1e-6)return null;return o*=c=1/c,s*=c,l*=c,n=Math.sin(e),i=Math.cos(e),a=1-i,t[0]=o*o*a+i,t[1]=s*o*a+l*n,t[2]=l*o*a-s*n,t[3]=0,t[4]=o*s*a-l*n,t[5]=s*s*a+i,t[6]=l*s*a+o*n,t[7]=0,t[8]=o*l*a+s*n,t[9]=s*l*a-o*n,t[10]=l*l*a+i,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],278:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,c=a+a,u=n*s,f=n*l,h=n*c,p=i*l,d=i*c,m=a*c,g=o*s,v=o*l,y=o*c;return t[0]=1-(p+m),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+m),t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],279:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],280:[function(t,e,r){e.exports=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t}},{}],281:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],282:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],283:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],284:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(r-e),l=1/(i-n),c=1/(a-o);return t[0]=2*a*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*a*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(o+a)*c,t[11]=-1,t[12]=0,t[13]=0,t[14]=o*a*2*c,t[15]=0,t}},{}],285:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],286:[function(t,e,r){e.exports={create:t("./create"),clone:t("./clone"),copy:t("./copy"),identity:t("./identity"),transpose:t("./transpose"),invert:t("./invert"),adjoint:t("./adjoint"),determinant:t("./determinant"),multiply:t("./multiply"),translate:t("./translate"),scale:t("./scale"),rotate:t("./rotate"),rotateX:t("./rotateX"),rotateY:t("./rotateY"),rotateZ:t("./rotateZ"),fromRotation:t("./fromRotation"),fromRotationTranslation:t("./fromRotationTranslation"),fromScaling:t("./fromScaling"),fromTranslation:t("./fromTranslation"),fromXRotation:t("./fromXRotation"),fromYRotation:t("./fromYRotation"),fromZRotation:t("./fromZRotation"),fromQuat:t("./fromQuat"),frustum:t("./frustum"),perspective:t("./perspective"),perspectiveFromFieldOfView:t("./perspectiveFromFieldOfView"),ortho:t("./ortho"),lookAt:t("./lookAt"),str:t("./str")}},{"./adjoint":271,"./clone":272,"./copy":273,"./create":274,"./determinant":275,"./fromQuat":276,"./fromRotation":277,"./fromRotationTranslation":278,"./fromScaling":279,"./fromTranslation":280,"./fromXRotation":281,"./fromYRotation":282,"./fromZRotation":283,"./frustum":284,"./identity":285,"./invert":287,"./lookAt":288,"./multiply":289,"./ortho":290,"./perspective":291,"./perspectiveFromFieldOfView":292,"./rotate":293,"./rotateX":294,"./rotateY":295,"./rotateZ":296,"./scale":297,"./str":298,"./translate":299,"./transpose":300}],287:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],m=e[13],g=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*m-f*d,A=u*g-h*d,M=u*v-p*d,S=f*g-h*m,E=f*v-p*m,L=h*v-p*g,C=y*L-x*E+b*S+_*M-w*A+T*k;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(m*T-g*w+v*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-c*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-v*x)*C,t[7]=(u*T-h*b+p*x)*C,t[8]=(o*E-s*M+c*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-m*b+v*y)*C,t[11]=(f*b-u*w-p*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(m*x-d*_-g*y)*C,t[15]=(u*_-f*x+h*y)*C,t}},{}],288:[function(t,e,r){var n=t("./identity");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,m=e[0],g=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(m-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=m-_,h=g-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*m+o*g+s*v),t[13]=-(l*m+c*g+u*v),t[14]=-(f*m+h*g+p*v),t[15]=1,t}},{"./identity":285}],289:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],m=e[12],g=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*m,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*m,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*m,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*m,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],290:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],291:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],292:[function(t,e,r){e.exports=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),c=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*c*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t}},{}],293:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],m=e[8],g=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+m*_,t[1]=l*x+h*b+g*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+m*k,t[5]=l*w+h*T+g*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+m*S,t[9]=l*A+h*M+g*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],294:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],295:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],296:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],297:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],298:[function(t,e,r){e.exports=function(t){return"mat4("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+", "+t[4]+", "+t[5]+", "+t[6]+", "+t[7]+", "+t[8]+", "+t[9]+", "+t[10]+", "+t[11]+", "+t[12]+", "+t[13]+", "+t[14]+", "+t[15]+")"}},{}],299:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,m=r[0],g=r[1],v=r[2];e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*m+s*g+f*v+e[12],t[13]=i*m+l*g+h*v+e[13],t[14]=a*m+c*g+p*v+e[14],t[15]=o*m+u*g+d*v+e[15]);return t}},{}],300:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],301:[function(t,e,r){"use strict";var n=t("barycentric"),i=t("polytope-closest-point/lib/closest_point_2d.js");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,m=0;m<2;++m)d+=Math.pow(u[f][m]-e[m],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;v+=g[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,g),g]}},{barycentric:81,"polytope-closest-point/lib/closest_point_2d.js":488}],302:[function(t,e,r){var n=t("glslify"),i=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, normal;\nattribute vec4 color;\nattribute vec2 uv;\n\nuniform mat4 model\n           , view\n           , projection\n           , inverseModel;\nuniform vec3 eyePosition\n           , lightPosition;\n\nvarying vec3 f_normal\n           , f_lightDirection\n           , f_eyeDirection\n           , f_data;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvec4 project(vec3 p) {\n  return projection * view * model * vec4(p, 1.0);\n}\n\nvoid main() {\n  gl_Position      = project(position);\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n  f_color          = color;\n  f_data           = position;\n  f_uv             = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness,\n  float fresnel) {\n\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n  //Half angle vector\n  vec3 H = normalize(lightDirection + viewDirection);\n\n  //Geometric term\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\n  float VdotH = max(dot(viewDirection, H), 0.000001);\n  float LdotH = max(dot(lightDirection, H), 0.000001);\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\n  float G = min(1.0, min(G1, G2));\n  \n  //Distribution term\n  float D = beckmannDistribution(NdotH, roughness);\n\n  //Fresnel term\n  float F = pow(1.0 - VdotN, fresnel);\n\n  //Multiply terms and done\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness\n            , fresnel\n            , kambient\n            , kdiffuse\n            , kspecular;\nuniform sampler2D texture;\n\nvarying vec3 f_normal\n           , f_lightDirection\n           , f_eyeDirection\n           , f_data;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (f_color.a == 0.0 ||\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\n  ) discard;\n\n  vec3 N = normalize(f_normal);\n  vec3 L = normalize(f_lightDirection);\n  vec3 V = normalize(f_eyeDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\n\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = litColor * f_color.a;\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 uv;\n\nuniform mat4 model, view, projection;\n\nvarying vec4 f_color;\nvarying vec3 f_data;\nvarying vec2 f_uv;\n\nvoid main() {\n  gl_Position = projection * view * model * vec4(position, 1.0);\n  f_color = color;\n  f_data  = position;\n  f_uv    = uv;\n}"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform sampler2D texture;\nuniform float opacity;\n\nvarying vec4 f_color;\nvarying vec3 f_data;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\n\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\n}"]),l=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 uv;\nattribute float pointSize;\n\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\n  } else {\n    gl_Position = projection * view * model * vec4(position, 1.0);\n  }\n  gl_PointSize = pointSize;\n  f_color = color;\n  f_uv = uv;\n}"]),c=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform sampler2D texture;\nuniform float opacity;\n\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\n  if(dot(pointR, pointR) > 0.25) {\n    discard;\n  }\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\n}"]),u=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  gl_Position = projection * view * model * vec4(position, 1.0);\n  f_id        = id;\n  f_position  = position;\n}"]),f=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3  clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n  gl_FragColor = vec4(pickId, f_id.xyz);\n}"]),h=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3  position;\nattribute float pointSize;\nattribute vec4  id;\n\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\n  } else {\n    gl_Position  = projection * view * model * vec4(position, 1.0);\n    gl_PointSize = pointSize;\n  }\n  f_id         = id;\n  f_position   = position;\n}"]),p=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\n\nvoid main() {\n  gl_Position = projection * view * model * vec4(position, 1.0);\n}"]),d=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec3 contourColor;\n\nvoid main() {\n  gl_FragColor = vec4(contourColor, 1.0);\n}\n"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec3"},{name:"normal",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"pointSize",type:"float"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:"position",type:"vec3"},{name:"id",type:"vec4"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:"position",type:"vec3"},{name:"pointSize",type:"float"},{name:"id",type:"vec4"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:"position",type:"vec3"}]}},{glslify:424}],303:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("normals"),l=t("gl-mat4/multiply"),c=t("gl-mat4/invert"),u=t("ndarray"),f=t("colormap"),h=t("simplicial-complex-contour"),p=t("typedarray-pool"),d=t("./lib/shaders"),m=t("./lib/closest-point"),g=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=v,this.edgeIds=m,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],m=n[f][1],g=i[f],v=1-g,y=this.positions[d],x=this.positions[m],b=0;b<3;++b)o[s++]=g*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,"contourEnable"in t&&(this.contourEnable=t.contourEnable),"contourColor"in t&&(this.contourColor=t.contourColor),"lineWidth"in t&&(this.lineWidth=t.lineWidth),"lightPosition"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,"opacity"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),"opacityscale"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),"ambient"in t&&(this.ambientLight=t.ambient),"diffuse"in t&&(this.diffuseLight=t.diffuse),"specular"in t&&(this.specularLight=t.specular),"roughness"in t&&(this.roughness=t.roughness),"fresnel"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:"rgba"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],m=[],g=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,O=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!I)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(O)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<O.length;++R){F=O[R];z=Math.min(z,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];z=Math.min(z,F),D=Math.max(D,F)}this.intensity=P||(O||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(O||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],m.push(Z[0],Z[1]),g.push(R)}H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=m(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension("OES_standard_derivatives")||t.getExtension("MOZ_OES_standard_derivatives")||t.getExtension("WEBKIT_OES_standard_derivatives");if(!r)throw new Error("derivatives not supported");var n=M(t),s=S(t),l=E(t),c=L(t),f=C(t),h=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),m=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),A=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=i(t),O=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:O,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,m,g,v,x,b,k,_,w,A,I,R,O,z,D,F,B,N);return j.update(e),j}},{"./lib/closest-point":301,"./lib/shaders":302,colormap:132,"gl-buffer":257,"gl-mat4/invert":287,"gl-mat4/multiply":289,"gl-shader":323,"gl-texture2d":338,"gl-vao":343,ndarray:462,normals:465,"simplicial-complex-contour":532,"typedarray-pool":590}],304:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("./shaders");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{"./shaders":307,"gl-buffer":257,"gl-shader":323}],305:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("binary-search-bounds"),o=t("./shaders");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,m=0;m<2;++m){var g=a[m],v=a[m+2]-g,y=.5*(o[m+2]+o[m]),x=o[m+2]-o[m];u[m]=2*v/x,c[m]=2*(g-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(m=0;m<2;++m){f[0]=f[1]=0,f[m]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[m]/(s[m+2]-s[m])*d,r.uniforms.color=h[m];var _=6*n[m].length;p[m]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,m=s.viewBox,g=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=m[2]-m[0],_=m[3]-m[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,I=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),O=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*I,D=6*Math.max(0,O-I),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(m[0]-E[1])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[1]*g/y,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[1]-E[0])/x-1,o[0]=L[0]*g/y,o[1]=E[0]*g/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(m[2]+E[3])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[3]*g/y,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[3]+E[2])/x-1,o[0]=L[2]*g/y,o[1]=E[2]*g/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var m=0;m<6;++m)n[i++]=d,n[i++]=h[m],n[i++]=p[m]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{"./shaders":307,"binary-search-bounds":100,"gl-buffer":257,"gl-shader":323}],306:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("./shaders");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{"./shaders":307,"gl-buffer":257,"gl-shader":323}],307:[function(t,e,r){"use strict";var n=t("glslify"),i=n(["precision lowp float;\n#define GLSLIFY 1\nuniform vec4 color;\nvoid main() {\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\n}\n"]);e.exports={lineVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 coord;\n\nuniform vec4 screenBox;\nuniform vec2 start, end;\nuniform float width;\n\nvec2 perp(vec2 v) {\n  return vec2(v.y, -v.x);\n}\n\nvec2 screen(vec2 v) {\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\n}\n\nvoid main() {\n  vec2 delta = normalize(perp(start - end));\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\n}\n"]),lineFrag:i,textVert:n(["#define GLSLIFY 1\nattribute vec3 textCoordinate;\n\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\nuniform float angle;\n\nvoid main() {\n  float dataOffset  = textCoordinate.z;\n  vec2 glyphOffset  = textCoordinate.xy;\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\n    glyphMatrix * glyphOffset * textScale + screenOffset;\n  gl_Position = vec4(screenCoordinate, 0, 1);\n}\n"]),textFrag:i,gridVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec3 dataCoord;\n\nuniform vec2 dataAxis, dataShift, dataScale;\nuniform float lineWidth;\n\nvoid main() {\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\n  gl_Position = vec4(pos, 0, 1);\n}\n"]),gridFrag:i,boxVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 coord;\n\nuniform vec4 screenBox;\nuniform vec2 lo, hi;\n\nvec2 screen(vec2 v) {\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\n}\n\nvoid main() {\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\n}\n"]),tickVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec3 dataCoord;\n\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\n\nvoid main() {\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\n}\n"])}},{glslify:424}],308:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("text-cache"),o=t("binary-search-bounds"),s=t("./shaders");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,m=l.prototype;m.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,m=e.tickPad,g=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*m[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*m[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),m.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),m.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],m=a[o+2]-f,g=i[o],v=i[o+2]-g;p[o]=2*l/u*m/v,h[o]=2*(s-c)/u*m/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),m.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,m=p.text,g=p.font||"sans-serif";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=m.split("\n"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:"center"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},m.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{"./shaders":307,"binary-search-bounds":100,"gl-buffer":257,"gl-shader":323,"text-cache":570}],309:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t("gl-select-static"),i=t("./lib/grid"),a=t("./lib/text"),o=t("./lib/line"),s=t("./lib/box");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var m=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(m,e[1],m,e[3],p[d],h[d]):o.drawLine(e[0],m,e[2],m,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),g[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),g[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),g[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!("titleEnable"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||["x","y"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||["sans-serif","sans-serif"],title:t.title||"",titleSize:t.titleSize||18,titleFont:t.titleFont||"sans-serif"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{"./lib/box":304,"./lib/grid":305,"./lib/line":306,"./lib/text":308,"gl-select-static":322}],310:[function(t,e,r){"use strict";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];"distanceLimits"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);"zoomMin"in e&&(r[0]=e.zoomMin);"zoomMax"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||"orbit",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:"rotate",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&"orthographic"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),"turntable"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener("contextmenu",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s="rotate"===o,l="pan"===o,u="zoom"===o,h=!!a.control,p=!!a.alt,m=!!a.shift,g=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!m||g&&!h&&!p&&m)&&c.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!m||v||g&&h&&!p&&!m)&&c.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&g&&!h&&!p&&!m||y||g&&!h&&p&&!m)){var M=-d.zoomSpeed*_/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener("touchstart",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener("touchmove",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener("touchend",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t("right-now"),i=t("3d-view"),a=t("mouse-change"),o=t("mouse-wheel"),s=t("mouse-event-offset"),l=t("has-passive-events")},{"3d-view":55,"has-passive-events":426,"mouse-change":449,"mouse-event-offset":450,"mouse-wheel":452,"right-now":518}],311:[function(t,e,r){var n=t("glslify"),i=t("gl-shader"),a=n(["precision mediump float;\n#define GLSLIFY 1\nattribute vec2 position;\nvarying vec2 uv;\nvoid main() {\n  uv = position;\n  gl_Position = vec4(position, 0, 1);\n}"]),o=n(["precision mediump float;\n#define GLSLIFY 1\n\nuniform sampler2D accumBuffer;\nvarying vec2 uv;\n\nvoid main() {\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\n  gl_FragColor = min(vec4(1,1,1,1), accum);\n}"]);e.exports=function(t){return i(t,a,o,null,[{name:"position",type:"vec2"}])}},{"gl-shader":323,glslify:424}],312:[function(t,e,r){"use strict";var n=t("./camera.js"),i=t("gl-axes3d"),a=t("gl-axes3d/properties"),o=t("gl-spikes3d"),s=t("gl-select-static"),l=t("gl-fbo"),c=t("a-big-triangle"),u=t("mouse-change"),f=t("gl-mat4/perspective"),h=t("gl-mat4/ortho"),p=t("./lib/shader"),d=t("is-mobile")({tablet:!0,featureDetect:!0});function m(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return"boolean"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement("canvas"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext("webgl",e))||(r=t.getContext("experimental-webgl",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error("webgl not supported");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new m,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&"orthographic"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||"turntable",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||"absolute",o.left="0px",o.top="0px",o.width=r+"px",o.height=n+"px",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,F);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function H(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener("resize",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener("resize",U),e.removeEventListener("webglcontextlost",H),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(O=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(L[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener("webglcontextlost",H);var q=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[q[0].slice(),q[1].slice()];function Y(){if(!H()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,O=O||t,A.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=q[0],i=q[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=N.pixelRatio,C.axes=N.axes,I=I||!!C.dirty,O=O||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var m=.05*(i[p]-n[p]);n[p]=n[p]-m,i[p]=i[p]+m}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(O=O||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:y}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var m=0;for(d=0;d<3;++d)m=Math.max(m,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/m,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(C=E[o]).axesBounds=d,N.clipToBounds&&(C.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),O&&(O=!1,function(){if(!H()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;A.enable&&(M=M||A.isTransparent(),A.draw(R)),S.axes=A,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(C=E[o]).axes=A,C.pixelRatio=N.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(R),C.isTransparent&&C.isTransparent()&&(M=!0)}if(M){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{"./camera.js":310,"./lib/shader":311,"a-big-triangle":66,"gl-axes3d":249,"gl-axes3d/properties":256,"gl-fbo":265,"gl-mat4/ortho":290,"gl-mat4/perspective":291,"gl-select-static":322,"gl-spikes3d":332,"is-mobile":435,"mouse-change":449}],313:[function(t,e,r){var n=t("glslify");r.pointVertex=n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\n\nuniform mat3 matrix;\nuniform float pointSize;\nuniform float pointCloud;\n\nhighp float rand(vec2 co) {\n  highp float a = 12.9898;\n  highp float b = 78.233;\n  highp float c = 43758.5453;\n  highp float d = dot(co.xy, vec2(a, b));\n  highp float e = mod(d, 3.14);\n  return fract(sin(e) * c);\n}\n\nvoid main() {\n  vec3 hgPosition = matrix * vec3(position, 1);\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\n    // if we don't jitter the point size a bit, overall point cloud\n    // saturation 'jumps' on zooming, which is disturbing and confusing\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\n  if(pointCloud != 0.0) { // pointCloud is truthy\n    // get the same square surface as circle would be\n    gl_PointSize *= 0.886;\n  }\n}"]),r.pointFragment=n(["precision mediump float;\n#define GLSLIFY 1\n\nuniform vec4 color, borderColor;\nuniform float centerFraction;\nuniform float pointCloud;\n\nvoid main() {\n  float radius;\n  vec4 baseColor;\n  if(pointCloud != 0.0) { // pointCloud is truthy\n    if(centerFraction == 1.0) {\n      gl_FragColor = color;\n    } else {\n      gl_FragColor = mix(borderColor, color, centerFraction);\n    }\n  } else {\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\n    if(radius > 1.0) {\n      discard;\n    }\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\n  }\n}\n"]),r.pickVertex=n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 pickId;\n\nuniform mat3 matrix;\nuniform float pointSize;\nuniform vec4 pickOffset;\n\nvarying vec4 fragId;\n\nvoid main() {\n  vec3 hgPosition = matrix * vec3(position, 1);\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\n  gl_PointSize = pointSize;\n\n  vec4 id = pickId + pickOffset;\n  id.y += floor(id.x / 256.0);\n  id.x -= floor(id.x / 256.0) * 256.0;\n\n  id.z += floor(id.y / 256.0);\n  id.y -= floor(id.y / 256.0) * 256.0;\n\n  id.w += floor(id.z / 256.0);\n  id.z -= floor(id.z / 256.0) * 256.0;\n\n  fragId = id;\n}\n"]),r.pickFragment=n(["precision mediump float;\n#define GLSLIFY 1\n\nvarying vec4 fragId;\n\nvoid main() {\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\n  if(radius > 1.0) {\n    discard;\n  }\n  gl_FragColor = fragId / 255.0;\n}\n"])},{glslify:424}],314:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("typedarray-pool"),o=t("./lib/shader");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r("sizeMin",.5),this.sizeMax=r("sizeMax",20),this.color=r("color",[1,0,0,1]).slice(),this.areaRatio=r("areaRatio",1),this.borderColor=r("borderColor",[0,0,0,1]).slice(),this.blend=r("blend",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{"./lib/shader":313,"gl-buffer":257,"gl-shader":323,"typedarray-pool":590}],315:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],m=r[2],g=r[3];(a=c*p+u*d+f*m+h*g)<0&&(a=-a,p=-p,d=-d,m=-m,g=-g);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*m,t[3]=s*h+l*g,t}},{}],316:[function(t,e,r){"use strict";e.exports=function(t){return t||0===t?t.toString():""}},{}],317:[function(t,e,r){"use strict";var n=t("vectorize-text");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:"center",textBaseline:"middle",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{"vectorize-text":596}],318:[function(t,e,r){var n=t("gl-shader"),i=t("glslify"),a=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform vec4 highlightId;\nuniform float highlightScale;\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0,0,0,0);\n  } else {\n    float scale = 1.0;\n    if(distance(highlightId, id) < 0.0001) {\n      scale = highlightScale;\n    }\n\n    vec4 worldPosition = model * vec4(position, 1);\n    vec4 viewPosition = view * worldPosition;\n    viewPosition = viewPosition / viewPosition.w;\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\n\n    gl_Position = clipPosition;\n    interpColor = color;\n    pickId = id;\n    dataCoordinate = position;\n  }\n}"]),o=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform vec2 screenSize;\nuniform vec3 clipBounds[2];\nuniform float highlightScale, pixelRatio;\nuniform vec4 highlightId;\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0,0,0,0);\n  } else {\n    float scale = pixelRatio;\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\n      scale *= highlightScale;\n    }\n\n    vec4 worldPosition = model * vec4(position, 1.0);\n    vec4 viewPosition = view * worldPosition;\n    vec4 clipPosition = projection * viewPosition;\n    clipPosition /= clipPosition.w;\n\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\n    interpColor = color;\n    pickId = id;\n    dataCoordinate = position;\n  }\n}"]),s=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform float highlightScale;\nuniform vec4 highlightId;\nuniform vec3 axes[2];\nuniform mat4 model, view, projection;\nuniform vec2 screenSize;\nuniform vec3 clipBounds[2];\nuniform float scale, pixelRatio;\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0,0,0,0);\n  } else {\n    float lscale = pixelRatio * scale;\n    if(distance(highlightId, id) < 0.0001) {\n      lscale *= highlightScale;\n    }\n\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\n\n    gl_Position = clipPosition;\n    interpColor = color;\n    pickId = id;\n    dataCoordinate = dataPosition;\n  }\n}\n"]),l=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 fragClipBounds[2];\nuniform float opacity;\n\nvarying vec4 interpColor;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\n    interpColor.a * opacity == 0.\n  ) discard;\n  gl_FragColor = interpColor * opacity;\n}\n"]),c=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 fragClipBounds[2];\nuniform float pickGroup;\n\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\n\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\n}"]),u=[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"glyph",type:"vec2"},{name:"id",type:"vec4"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},m={vertex:o,fragment:c,attributes:u},g={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,m)},r.createPickProject=function(t){return v(t,g)}},{"gl-shader":323,glslify:424}],319:[function(t,e,r){"use strict";var n=t("is-string-blank"),i=t("gl-buffer"),a=t("gl-vao"),o=t("typedarray-pool"),s=t("gl-mat4/multiply"),l=t("./lib/shaders"),c=t("./lib/glyphs"),u=t("./lib/get-simple-string"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function m(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),m=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new g(e,r,n,o,f,h,p,d,m,s,c,u);return v.update(t),v};var v=g.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,m=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=m,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*g]=0,i[g]<0?v[12+g]=d[0][g]:v[12+g]=d[1][g],s(v,c,v),l.model=v;var C=(g+1)%3,P=(g+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,m[0],g,-1e8),l.fragClipBounds[1]=E(k,m[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a="\u25bc",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if("perspective"in(t=t||{})&&(this.useOrtho=!t.perspective),"orthographic"in t&&(this.useOrtho=!!t.orthographic),"lineWidth"in t&&(this.lineWidth=t.lineWidth),"project"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if("projectScale"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,"projectOpacity"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=m(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,"opacity"in t&&(this.opacity=m(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||"normal",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var 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i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=i||c<=l)return null;var u=[o-i,c-l],f=a(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(i+n[0]*l)),h=function(t,e,r){for(var n=1e8,i=-1,a=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),f=t.get(l,c,1),h=t.get(l,c,2),p=t.get(l,c,3);if(u<255||f<255||h<255||p<255){var d=e-l,m=r-c,g=d*d+m*m;g<n&&(n=g,i=l,a=c)}}return[i,a,n]}(f.hi(u[0],u[1],1),r,r),p=h[0],d=h[1];return p<0||Math.pow(this.radius,2)<h[2]?null:new s(p+i|0,d+l|0,f.get(p,d,0),[f.get(p,d,1),f.get(p,d,2),f.get(p,d,3)],Math.sqrt(h[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{"bit-twiddle":101,"gl-fbo":265,ndarray:462,"typedarray-pool":590}],323:[function(t,e,r){"use strict";var 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w=c[y];if(w.type.indexOf("mat")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),A=0;A<T;++A)k[A]=_.length,b.push(w.name+"["+A+"]"),"number"==typeof w.location?_.push(w.location+A):Array.isArray(w.location)&&w.location.length===T&&"number"==typeof w.location[A]?_.push(0|w.location[A]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),"number"==typeof w.location?_.push(0|w.location):_.push(-1)}var M=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(M)>=0;)M+=1;_[y]=M}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(h.program,r[t].name)}E(),h._relink=E,h.types={uniforms:a(r),attributes:a(c)},h.attributes=i(p,h,x,_),Object.defineProperty(h,"uniforms",n(p,h,r,S))},e.exports=function(t,e,r,n,i){var a=new c(t);return 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radius of length(d), pointing in the direction of d.\n//\n// Each tube segment is made up of a ring of vertices.\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\n// The indexes of tube segments run from 0 to 8.\n//\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\n  float segmentCount = 8.0;\n\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d);\n  vec3 y = v * sin(angle) * length(d);\n  vec3 v3 = x + y;\n\n  normal = normalize(v3);\n\n  return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 color, position;\nattribute vec2 uv;\n\nuniform float vectorScale, tubeScale;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 eyePosition, lightPosition;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  // Scale the vector magnitude to stay constant with\n  // model & view changes.\n  vec3 normal;\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * tubePosition;\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\n  vec4 t_position  = view * tubePosition;\n  gl_Position      = projection * t_position;\n\n  f_color          = color;\n  f_data           = tubePosition.xyz;\n  f_position       = position.xyz;\n  f_uv             = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness,\n  float fresnel) {\n\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n  //Half angle vector\n  vec3 H = normalize(lightDirection + viewDirection);\n\n  //Geometric term\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\n  float VdotH = max(dot(viewDirection, H), 0.000001);\n  float LdotH = max(dot(lightDirection, H), 0.000001);\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\n  float G = min(1.0, min(G1, G2));\n  \n  //Distribution term\n  float D = beckmannDistribution(NdotH, roughness);\n\n  //Fresnel term\n  float F = pow(1.0 - VdotN, fresnel);\n\n  //Multiply terms and done\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform sampler2D texture;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n  vec3 N = normalize(f_normal);\n  vec3 L = normalize(f_lightDirection);\n  vec3 V = normalize(f_eyeDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = litColor * opacity;\n}\n"]),o=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n  // Return up-vector for only-z vector.\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\n  // Assign z = 0, x = -b, y = a:\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n    return normalize(vec3(-v.y, v.x, 0.0));\n  } else {\n    return normalize(vec3(0.0, v.z, -v.y));\n  }\n}\n\n// Calculate the tube vertex and normal at the given index.\n//\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\n//\n// Each tube segment is made up of a ring of vertices.\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\n// The indexes of tube segments run from 0 to 8.\n//\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\n  float segmentCount = 8.0;\n\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d);\n  vec3 y = v * sin(angle) * length(d);\n  vec3 v3 = x + y;\n\n  normal = normalize(v3);\n\n  return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform float tubeScale;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  vec3 normal;\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n  gl_Position = projection * view * tubePosition;\n  f_id        = id;\n  f_position  = position.xyz;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3  clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n  gl_FragColor = vec4(pickId, f_id.xyz);\n}"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec4"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"vector",type:"vec4"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec4"},{name:"id",type:"vec4"},{name:"vector",type:"vec4"}]}},{glslify:424}],334:[function(t,e,r){"use strict";var n=t("gl-vec3"),i=t("gl-vec4"),a=["xyz","xzy","yxz","yzx","zxy","zyx"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],m=0,g=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(m,g,g,g,m,m);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=m;m=g,g=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var m=u[s],g=f.length;f=f.concat(m.positions),p=p.concat(m.vectors),d=d.concat(m.vertexIntensity);for(c=0;c<m.cells.length;c++){var v=m.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||"+x+y+z",p={};-1!==h.indexOf("-x")&&(p.reversedX=!0),-1!==h.indexOf("-y")&&(p.reversedY=!0),-1!==h.indexOf("-z")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,"").replace(/\+/g,""));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),m=s(a[1],c),g=s(a[2],u),v=d+1,y=m+1,x=g+1;if(d=l(d,0,f-1),v=l(v,0,f-1),m=l(m,0,h-1),y=l(y,0,h-1),g=l(g,0,p-1),x=l(x,0,p-1),d<0||m<0||g<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][m],L=a[1][y],C=a[2][g],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(m=h-1-m,y=h-1-y),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=m*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=g,A=x,b=d*p,_=v*p,w=m*p*f,T=y*p*f;break;case 3:w=m,T=y,k=g*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=m,T=y,b=d*h,_=v*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=v,k=g*f,A=x*f,w=m*f*p,T=y*f*p;break;default:b=d,_=v,w=m*f,T=y*f,k=g*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(H,D,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,q,I),n.lerp(W,H,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},m=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),m=c(r),g=c(n),v=Math.min(d,m,g);return isFinite(v)?v:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],I=[],O=d(C),z=C;I.push(O);var D=[],R=m(C,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),g.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.length<i&&T(C);){B++;var N=n.clone(O),j=n.squaredLength(N);if(0===j)break;if(j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=m(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t("./lib/shaders"),f=t("gl-cone3d").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:"streamtube"})}},{"./lib/shaders":333,"gl-cone3d":258,"gl-vec3":362,"gl-vec4":398}],335:[function(t,e,r){var n=t("gl-shader"),i=t("glslify"),a=i(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec4 uv;\nattribute vec3 f;\nattribute vec3 normal;\n\nuniform vec3 objectOffset;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 lightPosition, eyePosition;\nuniform sampler2D colormap;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n  vec3 localCoordinate = vec3(uv.zw, f.x);\n  worldCoordinate = objectOffset + localCoordinate;\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\n  vec4 clipPosition = projection * view * worldPosition;\n  gl_Position = clipPosition;\n  kill = f.y;\n  value = f.z;\n  planeCoordinate = uv.xy;\n\n  vColor = texture2D(colormap, vec2(value, value));\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * worldPosition;\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  lightDirection = lightPosition - cameraCoordinate.xyz;\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\n}\n"]),o=i(["precision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat beckmannSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness) {\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 lowerBound, upperBound;\nuniform float contourTint;\nuniform vec4 contourColor;\nuniform sampler2D colormap;\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform float vertexColor;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n  if (\n    kill > 0.0 ||\n    vColor.a == 0.0 ||\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\n  ) discard;\n\n  vec3 N = normalize(surfaceNormal);\n  vec3 V = normalize(eyeDirection);\n  vec3 L = normalize(lightDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  //decide how to interpolate color \u2014 in vertex or in fragment\n  vec4 surfaceColor =\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\n    step(.5, vertexColor) * vColor;\n\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\n}\n"]),s=i(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec4 uv;\nattribute float f;\n\nuniform vec3 objectOffset;\nuniform mat3 permutation;\nuniform mat4 model, view, projection;\nuniform float height, zOffset;\nuniform sampler2D colormap;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\n  worldCoordinate = objectOffset + dataCoordinate;\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\n\n  vec4 clipPosition = projection * view * worldPosition;\n  clipPosition.z += zOffset;\n\n  gl_Position = clipPosition;\n  value = f + objectOffset.z;\n  kill = -1.0;\n  planeCoordinate = uv.zw;\n\n  vColor = texture2D(colormap, vec2(value, value));\n\n  //Don't do lighting for contours\n  surfaceNormal   = vec3(1,0,0);\n  eyeDirection    = vec3(0,1,0);\n  lightDirection  = vec3(0,0,1);\n}\n"]),l=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec2 shape;\nuniform vec3 clipBounds[2];\nuniform float pickId;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 surfaceNormal;\n\nvec2 splitFloat(float v) {\n  float vh = 255.0 * v;\n  float upper = floor(vh);\n  float lower = fract(vh);\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\n}\n\nvoid main() {\n  if ((kill > 0.0) ||\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\n\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\n}\n"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:"uv",type:"vec4"},{name:"f",type:"vec3"},{name:"normal",type:"vec3"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:"uv",type:"vec4"},{name:"f",type:"vec3"},{name:"normal",type:"vec3"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:"uv",type:"vec4"},{name:"f",type:"float"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:"uv",type:"vec4"},{name:"f",type:"float"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{"gl-shader":323,glslify:424}],336:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),m=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);m.minFilter=e.LINEAR,m.magFilter=e.LINEAR;var g=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,m,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||"jet",g.update(v),g};var n=t("bit-twiddle"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("typedarray-pool"),l=t("colormap"),c=t("ndarray-ops"),u=t("ndarray-pack"),f=t("ndarray"),h=t("surface-nets"),p=t("gl-mat4/multiply"),d=t("gl-mat4/invert"),m=t("binary-search-bounds"),g=t("ndarray-gradient"),v=t("./lib/shaders"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,m,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=m,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:"rgba"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var m=0;m<this.contourLevels[o].length;++m)m===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==m&&m-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][m]&&(f.uniforms.height=this.contourLevels[o][m],h.draw(r.LINES,this._contourCounts[o][m],this._contourOffsets[o][m]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return z.call(this,t,!1)},S.drawTransparent=function(t){return z.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=O;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=C(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,g=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*g;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=m.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,"contourWidth"in t&&(this.contourWidth=R(t.contourWidth,Number)),"showContour"in t&&(this.showContour=R(t.showContour,Boolean)),"showSurface"in t&&(this.showSurface=!!t.showSurface),"contourTint"in t&&(this.contourTint=R(t.contourTint,Boolean)),"contourColor"in t&&(this.contourColor=B(t.contourColor)),"contourProject"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),"surfaceProject"in t&&(this.surfaceProject=t.surfaceProject),"dynamicColor"in t&&(this.dynamicColor=B(t.dynamicColor)),"dynamicTint"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),"dynamicWidth"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),"opacity"in t&&(this.opacity=t.opacity),"opacityscale"in t&&(this.opacityscale=t.opacityscale),"colorBounds"in t&&(this.colorBounds=t.colorBounds),"vertexColor"in t&&(this.vertexColor=t.vertexColor?1:0),"colormap"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),"field"in t||"coords"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error("gl-surface: invalid coordinates for x/y");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error("gl-surface: coords have incorrect shape");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error("gl-surface: invalid ticks");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error("gl-surface: invalid tick length");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var m=[0,0];m[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],m,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),y[o],"mirror");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),A=x.get(1,o,v,1),M=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-A*M,L=M*w-S*_,C=_*A-w*k,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,L*P),b.set(o,v,2,C*P)}s.free(x.data);var I=[1/0,1/0,1/0],O=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+v+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Y=o+T[q][0],W=v+T[q][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),L=b.get(Y+1,W+1,1),C=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=L,N[j++]=C,I[0]=Math.min(I[0],X+this.objectOffset[0]),I[1]=Math.min(I[1],Z+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),z=Math.min(z,J),O[0]=Math.max(O[0],X+this.objectOffset[0]),O[1]=Math.max(O[1],Z+this.objectOffset[1]),O[2]=Math.max(O[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,O],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if("levels"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var mt=($+dt+1)%3;for(V=0;V<2;++V){var gt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var vt=H?ht:1-ht;if(W=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[mt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=gt*vt;nt[dt]+=yt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),m=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<m.length;++e)for(var v=m[e],y=0;y<2;++y){var x=g[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,I=T*L,O=T*E,z=C*f.get(_,M)+P*f.get(_,S)+I*f.get(w,M)+O*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+I*p.get(w,M)+O*p.get(w,S);if(isNaN(z)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{"./lib/shaders":335,"binary-search-bounds":100,"bit-twiddle":101,colormap:132,"gl-buffer":257,"gl-mat4/invert":287,"gl-mat4/multiply":289,"gl-texture2d":338,"gl-vao":343,ndarray:462,"ndarray-gradient":455,"ndarray-ops":457,"ndarray-pack":458,"surface-nets":565,"typedarray-pool":590}],337:[function(t,e,r){"use strict";var n=t("css-font"),i=t("pick-by-alias"),a=t("regl"),o=t("gl-util/context"),s=t("es6-weak-map"),l=t("color-normalize"),c=t("font-atlas"),u=t("typedarray-pool"),f=t("parse-rect"),h=t("is-plain-obj"),p=t("parse-unit"),d=t("to-px"),m=t("detect-kerning"),g=t("object-assign"),v=t("font-measure"),y=t("flatten-vertex-data"),x=t("bit-twiddle").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement("div"));w.style.font="italic small-caps bold condensed 16px/2 cursive",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return"function"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:"uint8",usage:"stream"}),this.sizeBuffer=this.regl.buffer({type:"float",usage:"stream"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:"src alpha",dstRGB:"one minus src alpha",srcAlpha:"one minus dst alpha",dstAlpha:"one"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop("count"),offset:t.prop("offset"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this("sizeBuffer")},width:{offset:0,stride:8,buffer:t.this("sizeBuffer")},char:t.this("charBuffer"),position:t.this("position")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop("color"),opacity:t.prop("opacity"),viewport:t.this("viewportArray"),scale:t.this("scale"),align:t.prop("align"),baseline:t.prop("baseline"),translate:t.this("translate"),positionOffset:t.prop("positionOffset")},primitive:"points",viewport:t.this("viewport"),vert:"\n\t\t\tprecision highp float;\n\t\t\tattribute float width, charOffset, char;\n\t\t\tattribute vec2 position;\n\t\t\tuniform float fontSize, charStep, em, align, baseline;\n\t\t\tuniform vec4 viewport;\n\t\t\tuniform vec4 color;\n\t\t\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\n\t\t\tvarying vec2 charCoord, charId;\n\t\t\tvarying float charWidth;\n\t\t\tvarying vec4 fontColor;\n\t\t\tvoid main () {\n\t\t\t\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\n\t\t\t\t\t+ vec2(positionOffset.x, -positionOffset.y)))\n\t\t\t\t\t/ (viewport.zw * scale.xy);\n\n\t\t\t\tvec2 position = (position + translate) * scale;\n\t\t\t\tposition += offset * scale;\n\n\t\t\t\tcharCoord = position * viewport.zw + viewport.xy;\n\n\t\t\t\tgl_Position = vec4(position * 2. - 1., 0, 1);\n\n\t\t\t\tgl_PointSize = charStep;\n\n\t\t\t\tcharId.x = mod(char, atlasDim.x);\n\t\t\t\tcharId.y = floor(char / atlasDim.x);\n\n\t\t\t\tcharWidth = width * em;\n\n\t\t\t\tfontColor = color / 255.;\n\t\t\t}",frag:"\n\t\t\tprecision highp float;\n\t\t\tuniform float fontSize, charStep, opacity;\n\t\t\tuniform vec2 atlasSize;\n\t\t\tuniform vec4 viewport;\n\t\t\tuniform sampler2D atlas;\n\t\t\tvarying vec4 fontColor;\n\t\t\tvarying vec2 charCoord, charId;\n\t\t\tvarying float charWidth;\n\n\t\t\tfloat lightness(vec4 color) {\n\t\t\t\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\n\t\t\t}\n\n\t\t\tvoid main () {\n\t\t\t\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\n\t\t\t\tfloat halfCharStep = floor(charStep * .5 + .5);\n\n\t\t\t\t// invert y and shift by 1px (FF expecially needs that)\n\t\t\t\tuv.y = charStep - uv.y;\n\n\t\t\t\t// ignore points outside of character bounding box\n\t\t\t\tfloat halfCharWidth = ceil(charWidth * .5);\n\t\t\t\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\n\t\t\t\t\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\n\n\t\t\t\tuv += charId * charStep;\n\t\t\t\tuv = uv / atlasSize;\n\n\t\t\t\tvec4 color = fontColor;\n\t\t\t\tvec4 mask = texture2D(atlas, uv);\n\n\t\t\t\tfloat maskY = lightness(mask);\n\t\t\t\t// float colorY = lightness(color);\n\t\t\t\tcolor.a *= maskY;\n\t\t\t\tcolor.a *= opacity;\n\n\t\t\t\t// color.a += .1;\n\n\t\t\t\t// antialiasing, see yiq color space y-channel formula\n\t\t\t\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\n\n\t\t\t\tgl_FragColor = color;\n\t\t\t}"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if("string"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:"position positions coord coords coordinates",font:"font fontFace fontface typeface cssFont css-font family fontFamily",fontSize:"fontSize fontsize size font-size",text:"text texts chars characters value values symbols",align:"align alignment textAlign textbaseline",baseline:"baseline textBaseline textbaseline",direction:"dir direction textDirection",color:"color colour fill fill-color fillColor textColor textcolor",kerning:"kerning kern",range:"range dataBox",viewport:"vp viewport viewBox viewbox viewPort",opacity:"opacity alpha transparency visible visibility opaque",offset:"offset positionOffset padding shift indent indentation"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&("number"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+"px sans-serif");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if("string"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+"px "+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(", "),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:"top",fontSize:T.baseFontSize,fontStyle:u.join(" ")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),"string"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join("")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);g(t.kerning,m(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:"float",data:k}):this.position=this.regl.buffer({type:"float",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,O=0;I<this.counts.length;I++){for(var z=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(O),N=this.text.charAt(O-1);if(C[O]=R.ids[B],P[2*O]=D.width[B],F){var j=P[2*O-2],U=P[2*O],V=P[2*O-1]+.5*j+.5*U;if(this.kerning){var H=D.kerning[N+B];H&&(V+=.001*H)}P[2*O+1]=V}else P[2*O+1]=.5*P[2*O];O++}this.textWidth.push(P.length?.5*P[2*O-2]+P[2*O-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:"uint8",usage:"stream"}),this.sizeBuffer({data:P,type:"float",usage:"stream"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if("number"==typeof n)return n;switch(n){case"right":case"end":return-t;case"center":case"centre":case"middle":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+="number"==typeof t?t-n.baseline:-n[t],i*=-1}))),null!=t.color)if(t.color||(t.color="transparent"),"string"!=typeof t.color&&isNaN(t.color)){var q;if("number"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;q=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)q.set(l(Y(W,W+4),"uint8"),W)}else{var X=t.color.length;q=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)q.set(l(t.color[Z]||0,"uint8"),4*Z)}this.color=q}else this.color=l(t.color,"uint8");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text="",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.maxAtlasSize=1024,T.atlasCanvas=document.createElement("canvas"),T.atlasContext=T.atlasCanvas.getContext("2d",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{"bit-twiddle":101,"color-normalize":126,"css-font":146,"detect-kerning":173,"es6-weak-map":233,"flatten-vertex-data":244,"font-atlas":245,"font-measure":246,"gl-util/context":339,"is-plain-obj":437,"object-assign":466,"parse-rect":471,"parse-unit":473,"pick-by-alias":475,regl:516,"to-px":574,"typedarray-pool":590}],338:[function(t,e,r){"use strict";var n=t("ndarray"),i=t("ndarray-ops"),a=t("typedarray-pool");e.exports=function(t){if(arguments.length<=1)throw new Error("gl-texture2d: Missing arguments for texture2d constructor");o||c(t);if("number"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if("object"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error("gl-texture2d: Invalid arguments for texture2d constructor")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return"undefined"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||"undefined"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||"undefined"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||"undefined"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function 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y=u.size,x=c.indexOf(o)<0;x&&c.push(o);if(d===l&&v)0===u.offset&&u.data.length===y?x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,u.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,u.data):x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,u.data.subarray(u.offset,u.offset+y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,u.data.subarray(u.offset,u.offset+y));else{var b;b=l===t.FLOAT?a.mallocFloat32(y):a.mallocUint8(y);var _=n(b,p,[p[2],p[2]*p[0],1]);d===t.FLOAT&&l===t.UNSIGNED_BYTE?f(_,u):i.assign(_,u),x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,b.subarray(0,y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,b.subarray(0,y)),l===t.FLOAT?a.freeFloat32(b):a.freeUint8(b)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},{ndarray:462,"ndarray-ops":457,"typedarray-pool":590}],339:[function(t,e,r){(function(r){(function(){"use strict";var n=t("pick-by-alias");function 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Use headless-gl.");t.container=document.body||document.documentElement,t.canvas=o(),t.container.appendChild(t.canvas),i(t)}return t.gl||["webgl","experimental-webgl","webgl-experimental"].some((function(e){try{t.gl=t.canvas.getContext(e,t.attrs)}catch(t){}return t.gl})),t.gl}}).call(this)}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"pick-by-alias":475}],340:[function(t,e,r){"use strict";e.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length>n)throw new Error("gl-vao: Too many vertex attributes");for(var i=0;i<r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,c=!!a.normalized,u=a.stride||0,f=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,c,u,f)}else{if("number"==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else 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f(this.rightPoints,t,e)}return h(this.leftPoints,e)},a.queryInterval=function(t,e,r){var n;if(t<this.mid&&this.left&&(n=this.left.queryInterval(t,e,r)))return n;if(e>this.mid&&this.right&&(n=this.right.queryInterval(t,e,r)))return n;return e<this.mid?u(this.leftPoints,e,r):t>this.mid?f(this.rightPoints,t,r):h(this.leftPoints,r)};var y=v.prototype;y.insert=function(t){this.root?this.root.insert(t):this.root=new i(t[0],null,null,[t],[t])},y.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&&(this.root=null),0!==e}return!1},y.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},y.queryInterval=function(t,e,r){if(t<=e&&this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(y,"count",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(y,"intervals",{get:function(){return this.root?this.root.intervals([]):[]}})},{"binary-search-bounds":100}],431:[function(t,e,r){"use strict";e.exports=function(t){for(var e=new 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+/*!
+ * Determine if an object is a Buffer
+ *
+ * @author   Feross Aboukhadijeh <https://feross.org>
+ * @license  MIT
+ */
+e.exports=function(t){return null!=t&&(n(t)||function(t){return"function"==typeof t.readFloatLE&&"function"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],434:[function(t,e,r){"use strict";e.exports="undefined"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\//.test(navigator.appVersion))},{}],435:[function(t,e,r){"use strict";e.exports=a,e.exports.isMobile=a,e.exports.default=a;var n=/(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series[46]0|symbian|treo|up\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series[46]0|symbian|treo|up\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;if(e||"undefined"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&"string"==typeof e.headers["user-agent"]&&(e=e.headers["user-agent"]),"string"!=typeof e)return!1;var r=t.tablet?i.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf("Macintosh")&&-1!==e.indexOf("Safari")&&(r=!0),r}},{}],436:[function(t,e,r){"use strict";e.exports=function(t){var e=typeof t;return null!==t&&("object"===e||"function"===e)}},{}],437:[function(t,e,r){"use strict";var n=Object.prototype.toString;e.exports=function(t){var e;return"[object Object]"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],438:[function(t,e,r){"use strict";e.exports=function(t){for(var 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n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,i,a,o;for(void 0===e&&(e=1e-6),i=t,o=0;o<8;o++){if(a=this.sampleCurveX(i)-t,Math.abs(a)<e)return i;var s=this.sampleCurveDerivativeX(i);if(Math.abs(s)<1e-6)break;i-=a/s}if((i=t)<(r=0))return r;if(i>(n=1))return n;for(;r<n;){if(a=this.sampleCurveX(i),Math.abs(a-t)<e)return i;t>a?r=i:n=i,i=.5*(n-r)+r}return i},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var i=a;function a(t,e){this.x=t,this.y=e}function o(t,e,n,i){var a=new r(t,e,n,i);return function(t){return a.solve(t)}}a.prototype={clone:function(){return new a(this.x,this.y)},add:function(t){return this.clone()._add(t)},sub:function(t){return this.clone()._sub(t)},multByPoint:function(t){return this.clone()._multByPoint(t)},divByPoint:function(t){return this.clone()._divByPoint(t)},mult:function(t){return this.clone()._mult(t)},div:function(t){return this.clone()._div(t)},rotate:function(t){return this.clone()._rotate(t)},rotateAround:function(t,e){return this.clone()._rotateAround(t,e)},matMult:function(t){return this.clone()._matMult(t)},unit:function(){return this.clone()._unit()},perp:function(){return this.clone()._perp()},round:function(){return this.clone()._round()},mag:function(){return Math.sqrt(this.x*this.x+this.y*this.y)},equals:function(t){return this.x===t.x&&this.y===t.y},dist:function(t){return Math.sqrt(this.distSqr(t))},distSqr:function(t){var e=t.x-this.x,r=t.y-this.y;return e*e+r*r},angle:function(){return Math.atan2(this.y,this.x)},angleTo:function(t){return Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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0===s?jr(e.default,r.default):n(e,r,s,i,a)}}}(this._parameters,this._specification))};function Qr(t){var e=t.key,r=t.value,n=t.valueSpec||{},i=t.objectElementValidators||{},a=t.style,o=t.styleSpec,s=[],l=Fr(r);if("object"!==l)return[new Ct(e,r,"object expected, "+l+" found")];for(var c in r){var u=c.split(".")[0],f=n[u]||n["*"],h=void 0;if(i[u])h=i[u];else if(n[u])h=kn;else if(i["*"])h=i["*"];else{if(!n["*"]){s.push(new Ct(e,r[c],'unknown property "'+c+'"'));continue}h=kn}s=s.concat(h({key:(e?e+".":e)+c,value:r[c],valueSpec:f,style:a,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)i[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new Ct(e,r,'missing required property "'+p+'"'));return s}function $r(t){var e=t.value,r=t.valueSpec,n=t.style,i=t.styleSpec,a=t.key,o=t.arrayElementValidator||kn;if("array"!==Fr(e))return[new Ct(a,e,"array expected, "+Fr(e)+" found")];if(r.length&&e.length!==r.length)return[new Ct(a,e,"array length "+r.length+" expected, length 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0===t.value.property,l=!s,c="array"===Fr(t.value.stops)&&"array"===Fr(t.value.stops[0])&&"object"===Fr(t.value.stops[0][0]),u=Qr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if("identity"===a)return[new Ct(t.key,t.value,'identity function may not have a "stops" property')];var e=[],r=t.value;e=e.concat($r({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),"array"===Fr(r)&&0===r.length&&e.push(new Ct(t.key,r,"array must have at least one stop"));return e},default:function(t){return kn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return"identity"===a&&s&&u.push(new Ct(t.key,t.value,'missing required property "property"')),"identity"===a||t.value.stops||u.push(new Ct(t.key,t.value,'missing required property "stops"')),"exponential"===a&&t.valueSpec.expression&&!Rr(t.valueSpec)&&u.push(new Ct(t.key,t.value,"exponential functions not supported")),t.styleSpec.$version>=8&&(l&&!zr(t.valueSpec)?u.push(new Ct(t.key,t.value,"property functions not supported")):s&&!Dr(t.valueSpec)&&u.push(new Ct(t.key,t.value,"zoom functions not supported"))),"categorical"!==a&&!c||void 0!==t.value.property||u.push(new Ct(t.key,t.value,'"property" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if("array"!==Fr(a))return[new Ct(s,a,"array expected, "+Fr(a)+" found")];if(2!==a.length)return[new Ct(s,a,"array length 2 expected, length "+a.length+" found")];if(c){if("object"!==Fr(a[0]))return[new Ct(s,a,"object expected, "+Fr(a[0])+" found")];if(void 0===a[0].zoom)return[new Ct(s,a,"object stop key must have zoom")];if(void 0===a[0].value)return[new Ct(s,a,"object stop key must have value")];if(n&&n>Ot(a[0].zoom))return[new Ct(s,a[0].zoom,"stop zoom values must appear in ascending order")];Ot(a[0].zoom)!==n&&(n=Ot(a[0].zoom),r=void 0,o={}),e=e.concat(Qr({key:s+"[0]",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:tn,value:h}}))}else e=e.concat(h({key:s+"[0]",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Yr(zt(a[1]))?e.concat([new Ct(s+"[1]",a[1],"expressions are not allowed in function stops.")]):e.concat(kn({key:s+"[1]",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Fr(t.value),l=Ot(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Ct(t.key,c,s+" stop domain type must match previous stop domain type "+e)]}else e=s;if("number"!==s&&"string"!==s&&"boolean"!==s)return[new Ct(t.key,c,"stop domain value must be a number, string, or boolean")];if("number"!==s&&"categorical"!==a){var u="number expected, "+s+" found";return zr(i)&&void 0===a&&(u+='\nIf you intended to use a categorical function, specify `"type": "categorical"`.'),[new Ct(t.key,c,u)]}return"categorical"!==a||"number"!==s||isFinite(l)&&Math.floor(l)===l?"categorical"!==a&&"number"===s&&void 0!==r&&l<r?[new Ct(t.key,c,"stop domain values must appear in ascending order")]:(r=l,"categorical"===a&&l in o?[new Ct(t.key,c,"stop domain values must be unique")]:(o[l]=!0,[])):[new Ct(t.key,c,"integer expected, found "+l)]}}function rn(t){var e=("property"===t.expressionContext?Jr:Wr)(zt(t.value),t.valueSpec);if("error"===e.result)return e.value.map((function(e){return new Ct(""+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if("property"===t.expressionContext&&"text-font"===t.propertyKey&&!r.outputDefined())return[new Ct(t.key,t.value,'Invalid data expression for "'+t.propertyKey+'". Output values must be contained as literals within the expression.')];if("property"===t.expressionContext&&"layout"===t.propertyType&&!Be(r))return[new Ct(t.key,t.value,'"feature-state" data expressions are not supported with layout properties.')];if("filter"===t.expressionContext&&!Be(r))return[new Ct(t.key,t.value,'"feature-state" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf("cluster")){if(!Ne(r,["zoom","feature-state"]))return[new Ct(t.key,t.value,'"zoom" and "feature-state" expressions are not supported with cluster properties.')];if("cluster-initial"===t.expressionContext&&!Fe(r))return[new Ct(t.key,t.value,"Feature data expressions are not supported with initial expression part of cluster properties.")]}return[]}function nn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ot(r))&&i.push(new Ct(e,r,"expected one of ["+n.values.join(", ")+"], "+JSON.stringify(r)+" found")):-1===Object.keys(n.values).indexOf(Ot(r))&&i.push(new Ct(e,r,"expected one of ["+Object.keys(n.values).join(", ")+"], "+JSON.stringify(r)+" found")),i}function an(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case"has":return t.length>=2&&"$id"!==t[1]&&"$type"!==t[1];case"in":return t.length>=3&&("string"!=typeof t[1]||Array.isArray(t[2]));case"!in":case"!has":case"none":return!1;case"==":case"!=":case">":case">=":case"<":case"<=":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case"any":case"all":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!an(n)&&"boolean"!=typeof n)return!1}return!0;default:return!0}}Kr.deserialize=function(t){return new Kr(t._parameters,t._specification)},Kr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var on={type:"boolean",default:!1,transition:!1,"property-type":"data-driven",expression:{interpolated:!1,parameters:["zoom","feature"]}};function sn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};an(t)||(t=cn(t));var e=Wr(t,on);if("error"===e.result)throw new Error(e.value.map((function(t){return t.key+": "+t.message})).join(", "));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if("within"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function ln(t,e){return t<e?-1:t>e?1:0}function cn(t){if(!t)return!0;var e,r=t[0];return t.length<=1?"any"!==r:"=="===r?un(t[1],t[2],"=="):"!="===r?pn(un(t[1],t[2],"==")):"<"===r||">"===r||"<="===r||">="===r?un(t[1],t[2],r):"any"===r?(e=t.slice(1),["any"].concat(e.map(cn))):"all"===r?["all"].concat(t.slice(1).map(cn)):"none"===r?["all"].concat(t.slice(1).map(cn).map(pn)):"in"===r?fn(t[1],t.slice(2)):"!in"===r?pn(fn(t[1],t.slice(2))):"has"===r?hn(t[1]):"!has"===r?pn(hn(t[1])):"within"!==r||t}function un(t,e,r){switch(t){case"$type":return["filter-type-"+r,e];case"$id":return["filter-id-"+r,e];default:return["filter-"+r,t,e]}}function fn(t,e){if(0===e.length)return!1;switch(t){case"$type":return["filter-type-in",["literal",e]];case"$id":return["filter-id-in",["literal",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?["filter-in-large",t,["literal",e.sort(ln)]]:["filter-in-small",t,["literal",e]]}}function hn(t){switch(t){case"$type":return!0;case"$id":return["filter-has-id"];default:return["filter-has",t]}}function pn(t){return["!",t]}function dn(t){return an(zt(t.value))?rn(It({},t,{expressionContext:"filter",valueSpec:{value:"boolean"}})):function t(e){var r=e.value,n=e.key;if("array"!==Fr(r))return[new Ct(n,r,"array expected, "+Fr(r)+" found")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new Ct(n,r,"filter array must have at least 1 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Ct(n,r,'filter array for "'+r[0]+'" operator must have 2 elements')):"string"!==i&&o.push(new Ct(n+"[1]",r[1],"string expected, "+i+" found"));break;case"within":i=Fr(r[1]),2!==r.length?o.push(new Ct(n,r,'filter array for "'+r[0]+'" operator must have 2 elements')):"object"!==i&&o.push(new Ct(n+"[1]",r[1],"object expected, "+i+" found"))}return o}(t)}function mn(t,e){var r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+"_"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if("paint"===e&&l&&s[l[1]]&&s[l[1]].transition)return kn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Ct(r,a,'unknown property "'+o+'"')];if("string"===Fr(a)&&zr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Ct(r,a,'"'+o+'" does not support interpolation syntax\nUse an identity property function instead: `{ "type": "identity", "property": '+JSON.stringify(c[1])+" }`.")];var f=[];return"symbol"===t.layerType&&("text-field"===o&&n&&!n.glyphs&&f.push(new Ct(r,a,'use of "text-field" requires a style "glyphs" property')),"text-font"===o&&Br(zt(a))&&"identity"===Ot(a.type)&&f.push(new Ct(r,a,'"text-font" does not support identity functions'))),f.concat(kn({key:t.key,value:a,valueSpec:u,style:n,styleSpec:i,expressionContext:"property",propertyType:e,propertyKey:o}))}function gn(t){return mn(t,"paint")}function vn(t){return mn(t,"layout")}function yn(t){var e=[],r=t.value,n=t.key,i=t.style,a=t.styleSpec;r.type||r.ref||e.push(new Ct(n,r,'either "type" or "ref" is required'));var o,s=Ot(r.type),l=Ot(r.ref);if(r.id)for(var c=Ot(r.id),u=0;u<t.arrayIndex;u++){var f=i.layers[u];Ot(f.id)===c&&e.push(new Ct(n,r.id,'duplicate layer id "'+r.id+'", previously used at line '+f.id.__line__))}if("ref"in r)["type","source","source-layer","filter","layout"].forEach((function(t){t in r&&e.push(new Ct(n,r[t],'"'+t+'" is prohibited for ref 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e.push(new Ct(n,r,'missing required property "source"'));return e=e.concat(Qr({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{"*":function(){return[]},type:function(){return kn({key:n+".type",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:"type"})},filter:dn,layout:function(t){return Qr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{"*":function(t){return vn(It({layerType:s},t))}}})},paint:function(t){return Qr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{"*":function(t){return gn(It({layerType:s},t))}}})}}}))}function xn(t){var e=t.value,r=t.key,n=Fr(e);return"string"!==n?[new Ct(r,e,"string expected, "+n+" found")]:[]}var bn={promoteId:function(t){var e=t.key,r=t.value;if("string"===Fr(r))return xn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,xn({key:e+"."+i,value:r[i]}));return n}};function _n(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new Ct(r,e,'"type" is required')];var a,o=Ot(e.type);switch(o){case"vector":case"raster":case"raster-dem":return a=Qr({key:r,value:e,valueSpec:n["source_"+o.replace("-","_")],style:t.style,styleSpec:n,objectElementValidators:bn});case"geojson":if(a=Qr({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:bn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=l[1],f="string"==typeof c?[c,["accumulated"],["get",s]]:c;a.push.apply(a,rn({key:r+"."+s+".map",value:u,expressionContext:"cluster-map"})),a.push.apply(a,rn({key:r+"."+s+".reduce",value:f,expressionContext:"cluster-reduce"}))}return a;case"video":return Qr({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case"image":return Qr({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case"canvas":return[new Ct(r,null,"Please use runtime APIs to add canvas sources, rather 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vi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};vi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var yi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};yi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},yi.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var xi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};xi.prototype.getValue=function(t){return x(this._values[t].value)},xi.prototype.setValue=function(t,e){this._values[t]=new di(this._values[t].property,null===e?void 0:x(e))},xi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},xi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};bi.prototype.isConstant=function(){return"constant"===this.value.kind},bi.prototype.constantOr=function(t){return"constant"===this.value.kind?this.value.value:t},bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var _i=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};_i.prototype.get=function(t){return this._values[t]};var wi=function(t){this.specification=t};wi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},wi.prototype.interpolate=function(t,e,r){var n=Ge[this.specification.type];return n?n(t,e,r):t};var Ti=function(t,e){this.specification=t,this.overrides=e};Ti.prototype.possiblyEvaluate=function(t,e,r,n){return"constant"===t.expression.kind||"camera"===t.expression.kind?new bi(this,{kind:"constant",value:t.expression.evaluate(e,null,{},r,n)},e):new bi(this,t.expression,e)},Ti.prototype.interpolate=function(t,e,r){if("constant"!==t.value.kind||"constant"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new bi(this,{kind:"constant",value:void 0},t.parameters);var n=Ge[this.specification.type];return n?new bi(this,{kind:"constant",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ti.prototype.evaluate=function(t,e,r,n,i,a){return"constant"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new bi(this,{kind:"constant",value:void 0},e);if("constant"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a="resolvedImage"===t.property.specification.type&&"string"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new bi(this,{kind:"constant",value:o},e)}if("camera"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new bi(this,{kind:"constant",value:s},e)}return new bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if("source"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return"composite"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ti),Ai=function(t){this.specification=t};Ai.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if("constant"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new pi(Math.floor(e.zoom),e)),t.expression.evaluate(new pi(Math.floor(e.zoom+1),e)),e)}},Ai.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Ai.prototype.interpolate=function(t){return t};var Mi=function(t){this.specification=t};Mi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Mi.prototype.interpolate=function(){return!1};var Si=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new mi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Nn("DataDrivenProperty",Ti),Nn("DataConstantProperty",wi),Nn("CrossFadedDataDrivenProperty",ki),Nn("CrossFadedProperty",Ai),Nn("ColorRampProperty",Mi);var Ei=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},"custom"!==e.type&&(e=e,this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,"background"!==e.type&&(this.source=e.source,this.sourceLayer=e["source-layer"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new xi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new gi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new _i(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return"visibility"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n="layers."+this.id+".layout."+t;if(this._validate(In,n,t,e,r))return}"visibility"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return g(t,"-transition")?this._transitionablePaint.getTransition(t.slice(0,-"-transition".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n="layers."+this.id+".paint."+t;if(this._validate(Pn,n,t,e,r))return!1}if(g(t,"-transition"))return this._transitionablePaint.setTransition(t.slice(0,-"-transition".length),e||void 0),!1;var i=this._transitionablePaint._values[t],a="cross-faded-data-driven"===i.property.specification["property-type"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||(!!(this.maxzoom&&t>=this.maxzoom)||"none"===this.visibility)},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,"source-layer":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||"layout"===e&&!Object.keys(t).length||"paint"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&On(this,t.call(Ln,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Lt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof bi&&zr(e.property.specification)&&(("source"===e.value.kind||"composite"===e.value.kind)&&e.value.isStateDependent))return!0}return!1},e}(Et),Li={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ci=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Pi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ii(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Li[i].BYTES_PER_ELEMENT),o=r=Oi(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:Oi(r,Math.max(n,e)),alignment:e}}function Oi(t,e){return Math.ceil(t/e)*e}Pi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Pi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Pi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Pi.prototype.clear=function(){this.length=0},Pi.prototype.resize=function(t){this.reserve(t),this.length=t},Pi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Pi.prototype._refreshViews=function(){throw new Error("_refreshViews() must be implemented by each concrete StructArray layout")};var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Pi);zi.prototype.bytesPerElement=4,Nn("StructArrayLayout2i4",zi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Pi);Di.prototype.bytesPerElement=8,Nn("StructArrayLayout4i8",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Ri.prototype.bytesPerElement=12,Nn("StructArrayLayout2i4i12",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Pi);Fi.prototype.bytesPerElement=8,Nn("StructArrayLayout2i4ub8",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(Pi);Bi.prototype.bytesPerElement=18,Nn("StructArrayLayout8ui2ub18",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Pi);Ni.prototype.bytesPerElement=24,Nn("StructArrayLayout4i4ui4i24",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Pi);ji.prototype.bytesPerElement=12,Nn("StructArrayLayout3f12",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Pi);Ui.prototype.bytesPerElement=4,Nn("StructArrayLayout1ul4",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Pi);Vi.prototype.bytesPerElement=20,Nn("StructArrayLayout6i1ul2ui20",Vi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Hi.prototype.bytesPerElement=12,Nn("StructArrayLayout2i2i2i12",Hi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Pi);qi.prototype.bytesPerElement=16,Nn("StructArrayLayout2f1f2i16",qi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Pi);Gi.prototype.bytesPerElement=12,Nn("StructArrayLayout2ub2f12",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(Pi);Yi.prototype.bytesPerElement=6,Nn("StructArrayLayout3ui6",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=m,this.uint32[x+10]=g,this.int16[y+22]=v,t},e}(Pi);Wi.prototype.bytesPerElement=48,Nn("StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48",Wi);var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=c,this.uint16[L+9]=u,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=m,this.uint16[L+15]=g,this.uint16[L+16]=v,this.uint16[L+17]=y,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Pi);Xi.prototype.bytesPerElement=68,Nn("StructArrayLayout8i15ui1ul4f68",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Pi);Zi.prototype.bytesPerElement=4,Nn("StructArrayLayout1f4",Zi);var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(Pi);Ji.prototype.bytesPerElement=6,Nn("StructArrayLayout3i6",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(Pi);Ki.prototype.bytesPerElement=8,Nn("StructArrayLayout1ul2ui8",Ki);var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Pi);Qi.prototype.bytesPerElement=4,Nn("StructArrayLayout2ui4",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint16[r+0]=e,t},e}(Pi);$i.prototype.bytesPerElement=2,Nn("StructArrayLayout1ui2",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Pi);ta.prototype.bytesPerElement=8,Nn("StructArrayLayout2f8",ta);var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Pi);ea.prototype.bytesPerElement=16,Nn("StructArrayLayout4f16",ea);var ra=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Ci);ra.prototype.size=20;var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ra(this,t)},e}(Vi);Nn("CollisionBoxArray",na);var ia=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Ci);ia.prototype.size=48;var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ia(this,t)},e}(Wi);Nn("PlacedSymbolArray",aa);var oa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return this._structArray.uint16[this._pos2+22]},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+12]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+12]=t},r.textBoxScale.get=function(){return this._structArray.float32[this._pos4+13]},r.textOffset0.get=function(){return this._structArray.float32[this._pos4+14]},r.textOffset1.get=function(){return this._structArray.float32[this._pos4+15]},r.collisionCircleDiameter.get=function(){return this._structArray.float32[this._pos4+16]},Object.defineProperties(e.prototype,r),e}(Ci);oa.prototype.size=68;var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new oa(this,t)},e}(Xi);Nn("SymbolInstanceArray",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getoffsetX=function(t){return this.float32[1*t+0]},e}(Zi);Nn("GlyphOffsetArray",la);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getx=function(t){return this.int16[3*t+0]},e.prototype.gety=function(t){return this.int16[3*t+1]},e.prototype.gettileUnitDistanceFromAnchor=function(t){return this.int16[3*t+2]},e}(Ji);Nn("SymbolLineVertexArray",ca);var ua=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0}};return r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+0]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+3]},Object.defineProperties(e.prototype,r),e}(Ci);ua.prototype.size=8;var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ua(this,t)},e}(Ki);Nn("FeatureIndexArray",fa);var ha=Ii([{name:"a_pos",components:2,type:"Int16"}],4).members,pa=function(t){void 0===t&&(t=[]),this.segments=t};function da(t,e){return 256*(t=l(Math.floor(t),0,255))+(e=l(Math.floor(e),0,255))}pa.prototype.prepareSegment=function(t,e,r,n){var i=this.segments[this.segments.length-1];return t>pa.MAX_VERTEX_ARRAY_LENGTH&&_("Max vertices per segment is "+pa.MAX_VERTEX_ARRAY_LENGTH+": bucket requested "+t),(!i||i.vertexLength+t>pa.MAX_VERTEX_ARRAY_LENGTH||i.sortKey!==n)&&(i={vertexOffset:e.length,primitiveOffset:r.length,vertexLength:0,primitiveLength:0},void 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t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof bi&&zr(o.property.specification)){var s=Va(a,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,f=o.property.specification["property-type"],h="cross-faded"===f||"cross-faded-data-driven"===f;if("constant"===l.kind)this.binders[a]=h?new Ra(l.value,s):new Da(l.value,s,c),i.push("/u_"+a);else if("source"===l.kind||h){var p=Ha(a,c,"source");this.binders[a]=h?new Na(l,c,u,e,p,t.id):new Fa(l,s,c,p),i.push("/a_"+a)}else{var d=Ha(a,c,"composite");this.binders[a]=new Ba(l,s,c,u,e,d),i.push("/z_"+a)}}}this.cacheKey=i.sort().join("")};ja.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Fa||e instanceof Ba?e.maxValue:0},ja.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof Fa||o instanceof Ba||o instanceof Na)&&o.populatePaintArray(t,e,r,n,i)}},ja.prototype.setConstantPatternPositions=function(t,e){for(var r in 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c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error("unknown command "+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error("unknown command "+r)}return[o,l,s,c]},ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=ks(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}r&&i.push(r);return i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c="Multi"+c;var h={type:"Feature",geometry:{type:c,coordinates:l},properties:this.properties};return"id"in this&&(h.id=this.id),h};var As=Ms;function Ms(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ss,this,e),this.length=this._features.length}function Ss(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){var e=null,r=t.readVarint()+t.pos;for(;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Es(t,e,r){if(3===t){var n=new As(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ms.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error("feature index out of bounds");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new _s(this._pbf,e,this.extent,this._keys,this._values)};var Ls={VectorTile:function(t,e){this.layers=t.readFields(Es,{},e)},VectorTileFeature:_s,VectorTileLayer:As},Cs=Ls.VectorTileFeature.types,Ps=Math.pow(2,13);function Is(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Ps)+o,i*Ps*2,a*Ps*2,Math.round(s))}var Os=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ri,this.indexArray=new Yi,this.programConfigurations=new Ua(bs,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function zs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}function Ds(t){return t.every((function(t){return t.x<0}))||t.every((function(t){return t.x>8192}))||t.every((function(t){return t.y<0}))||t.every((function(t){return t.y>8192}))}Os.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ds("fill-extrusion",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Ya(o):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Ya(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(ms("fill-extrusion",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},Os.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},Os.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Os.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Os.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Os.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Os.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Os.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=hs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1){l+=u[c].length}for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!Ds(d))for(var m=0,g=0;g<d.length;g++){var v=d[g];if(g>=1){var y=d[g-1];if(!zs(v,y)){f.vertexLength+4>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);m+b>32768&&(m=0),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,m),m+=b,Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,m);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),"Polygon"===Cs[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Is(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=Do(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Nn("FillExtrusionBucket",Os,{omit:["layers","features"]});var Rs={paint:new Si({"fill-extrusion-opacity":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-opacity"]),"fill-extrusion-color":new Ti(Lt["paint_fill-extrusion"]["fill-extrusion-color"]),"fill-extrusion-translate":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-translate"]),"fill-extrusion-translate-anchor":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-translate-anchor"]),"fill-extrusion-pattern":new ki(Lt["paint_fill-extrusion"]["fill-extrusion-pattern"]),"fill-extrusion-height":new Ti(Lt["paint_fill-extrusion"]["fill-extrusion-height"]),"fill-extrusion-base":new Ti(Lt["paint_fill-extrusion"]["fill-extrusion-base"]),"fill-extrusion-vertical-gradient":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-vertical-gradient"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Os(t)},e.prototype.queryRadius=function(){return so(this.paint.get("fill-extrusion-translate"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=lo(t,this.paint.get("fill-extrusion-translate"),this.paint.get("fill-extrusion-translate-anchor"),o.angle,s),u=this.paint.get("fill-extrusion-height").evaluate(e,r),f=this.paint.get("fill-extrusion-base").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];xo(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l,0,0),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,m=0,g=t;m<g.length;m+=1){for(var v=g[m],y=[],x=[],b=0,_=v;b<_.length;b+=1){var w=_[b],T=w.x,k=w.y,A=n[0]*T+n[4]*k+n[12],M=n[1]*T+n[5]*k+n[13],S=n[2]*T+n[6]*k+n[14],E=n[3]*T+n[7]*k+n[15],L=S+c,C=E+u,P=A+f,I=M+h,O=S+p,z=E+d,D=new i((A+s)/C,(M+l)/C);D.z=L/C,y.push(D);var R=new i(P/z,I/z);R.z=O/z,x.push(R)}a.push(y),o.push(x)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;Ka(r,e)&&(n=Ns(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],f=o[s+1],h=[l,c,f,u,l];Za(r,h)&&(n=Math.min(n,Ns(r,h)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ei);function Bs(t,e){return t.x*e.x+t.y*e.y}function Ns(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Bs(s,s),f=Bs(s,l),h=Bs(l,l),p=Bs(c,s),d=Bs(c,l),m=u*h-f*f,g=(h*p-f*d)/m,v=(u*d-f*p)/m,y=1-g-v,x=i.z*y+r.z*g+a.z*v;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var js=Ii([{name:"a_pos_normal",components:2,type:"Int16"},{name:"a_data",components:4,type:"Uint8"}],4).members,Us=Ls.VectorTileFeature.types,Vs=Math.cos(Math.PI/180*37.5),Hs=Math.pow(2,14)/.5,qs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Fi,this.indexArray=new Yi,this.programConfigurations=new Ua(js,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};qs.prototype.populate=function(t,e,r){this.hasPattern=ds("line",this.layers,e);for(var n=this.layers[0].layout.get("line-sort-key"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Ya(l):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),p,r)){h||(p.geometry=Ya(l));var d=n?n.evaluate(p,{},r):void 0,m={id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d};i.push(m)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,v=i;g<v.length;g+=1){var y=v[g],x=y,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=ms("line",this.layers,y,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(y,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},qs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},qs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},qs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},qs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},qs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,js),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},qs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},qs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get("line-join").evaluate(t,{}),s=a.get("line-cap"),l=a.get("line-miter-limit"),c=a.get("line-round-limit"),u=0,f=e;u<f.length;u+=1){var h=f[u];this.addLine(h,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},qs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty("mapbox_clip_start")&&e.properties.hasOwnProperty("mapbox_clip_end")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s="Polygon"===Us[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){"bevel"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,m=void 0,g=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],g=t[c].sub(u)._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){g&&(m=g),u&&(p=u),u=t[v],g=d?d.sub(u)._unit()._perp():m;var y=(m=m||g).add(g);0===y.x&&0===y.y||y._unit();var x=m.x*g.x+m.y*g.y,b=y.x*g.x+y.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Vs&&p&&d,k=m.x*g.y-m.y*g.x>0;if(T&&v>c){var A=u.dist(p);if(A>2*f){var M=u.sub(u.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,m,0,0,h),p=M}}var S=p&&d,E=S?r:s?"butt":n;if(S&&"round"===E&&(_<a?E="miter":_<=2&&(E="fakeround")),"miter"===E&&_>i&&(E="bevel"),"bevel"===E&&(_>2&&(E="flipbevel"),_<i&&(E="miter")),p&&this.updateDistance(p,u),"miter"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if("flipbevel"===E){if(_>100)y=g.mult(-1);else{var L=_*m.add(g).mag()/m.sub(g).mag();y._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if("bevel"===E||"fakeround"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,I=k?0:C;if(p&&this.addCurrentVertex(u,m,P,I,h),"fakeround"===E)for(var O=Math.round(180*w/Math.PI/20),z=1;z<O;z++){var D=z/O;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(m)._mult(D)._add(m)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,g,-P,-I,h)}else if("butt"===E)this.addCurrentVertex(u,y,0,0,h);else if("square"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else"round"===E&&(p&&(this.addCurrentVertex(u,m,0,0,h),this.addCurrentVertex(u,m,1,1,h,!0)),d&&(this.addCurrentVertex(u,g,-1,-1,h,!0),this.addCurrentVertex(u,g,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,g,0,0,h),u=j}}}}},qs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>Hs/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},qs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),i?this.e2=u:this.e1=u},qs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Hs-1):this.distance},qs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Nn("LineBucket",qs,{omit:["layers","patternFeatures"]});var Gs=new Si({"line-cap":new wi(Lt.layout_line["line-cap"]),"line-join":new Ti(Lt.layout_line["line-join"]),"line-miter-limit":new wi(Lt.layout_line["line-miter-limit"]),"line-round-limit":new wi(Lt.layout_line["line-round-limit"]),"line-sort-key":new Ti(Lt.layout_line["line-sort-key"])}),Ys={paint:new Si({"line-opacity":new Ti(Lt.paint_line["line-opacity"]),"line-color":new Ti(Lt.paint_line["line-color"]),"line-translate":new wi(Lt.paint_line["line-translate"]),"line-translate-anchor":new wi(Lt.paint_line["line-translate-anchor"]),"line-width":new Ti(Lt.paint_line["line-width"]),"line-gap-width":new Ti(Lt.paint_line["line-gap-width"]),"line-offset":new Ti(Lt.paint_line["line-offset"]),"line-blur":new Ti(Lt.paint_line["line-blur"]),"line-dasharray":new Ai(Lt.paint_line["line-dasharray"]),"line-pattern":new ki(Lt.paint_line["line-pattern"]),"line-gradient":new Mi(Lt.paint_line["line-gradient"])}),layout:Gs},Ws=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ti))(Ys.paint.properties["line-width"].specification);Ws.useIntegerZoom=!0;var Xs=function(t){function e(e){t.call(this,e,Ys)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){"line-gradient"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var 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Eo({width:o||1,height:s||1});for(var c in t){var u=t[c],f=r[c].paddedRect;Eo.copy(u.data,l,{x:0,y:0},{x:f.x+1,y:f.y+1},u.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,m=d.x+1,g=d.y+1,v=p.data.width,y=p.data.height;Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g},p.data),Eo.copy(p.data,l,{x:0,y:y-1},{x:m,y:g-1},{width:v,height:1}),Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g+y},{width:v,height:1}),Eo.copy(p.data,l,{x:v-1,y:0},{x:m-1,y:g},{width:1,height:y}),Eo.copy(p.data,l,{x:0,y:0},{x:m+v,y:g},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Ll.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new Sl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Ll.prototype.patchUpdatedImages=function(t,e){for(var r in 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e=0,r=t;e<r.length;e+=1){if(0!==r[e].positionedGlyphs.length)return!1}return!0}(L)&&C}Il.fromFeature=function(t,e){for(var r=new Il,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},Il.prototype.length=function(){return this.text.length},Il.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},Il.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},Il.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},Il.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e="",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;(!n||!Jn(n)||rl[t[r+1]])&&(!i||!Jn(i)||rl[t[r-1]])&&rl[t[r]]?e+=rl[t[r]]:e+=t[r]}return e}(this.text)},Il.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&zl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&zl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},Il.prototype.substring=function(t,e){var r=new Il;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},Il.prototype.toString=function(){return this.text},Il.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},Il.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(Pl.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},Il.prototype.addImageSection=function(t){var e=t.image?t.image.name:"";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(Pl.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_("Reached maximum number of 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l=t.getSection(s);o+=Rl(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf("\u200b")>=0,f=0,h=0;h<t.length();h++){var p=t.getSection(h),d=t.getCharCode(h);if(zl[d]||(f+=Rl(d,p,n,i,e,o)),h<t.length()-1){var m=!!(!((s=d)<11904)&&(Yn["Bopomofo Extended"](s)||Yn.Bopomofo(s)||Yn["CJK Compatibility Forms"](s)||Yn["CJK Compatibility Ideographs"](s)||Yn["CJK Compatibility"](s)||Yn["CJK Radicals Supplement"](s)||Yn["CJK Strokes"](s)||Yn["CJK Symbols and Punctuation"](s)||Yn["CJK Unified Ideographs Extension A"](s)||Yn["CJK Unified Ideographs"](s)||Yn["Enclosed CJK Letters and Months"](s)||Yn["Halfwidth and Fullwidth Forms"](s)||Yn.Hiragana(s)||Yn["Ideographic Description Characters"](s)||Yn["Kangxi Radicals"](s)||Yn["Katakana Phonetic Extensions"](s)||Yn.Katakana(s)||Yn["Vertical Forms"](s)||Yn["Yi Radicals"](s)||Yn["Yi Syllables"](s)));(Dl[d]||m||p.imageName)&&l.push(Nl(h+1,f,c,l,Bl(d,t.getCharCode(h+1),m&&u),!1))}}return function t(e){return e?t(e.priorBreak).concat(e.index):[]}(Nl(t.length(),f,c,l,0,!0))}function Ul(t){var e=.5,r=.5;switch(t){case"right":case"top-right":case"bottom-right":e=1;break;case"left":case"top-left":case"bottom-left":e=0}switch(t){case"bottom":case"bottom-right":case"bottom-left":r=1;break;case"top":case"top-right":case"top-left":r=0}return{horizontalAlign:e,verticalAlign:r}}function Vl(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function Hl(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,f,h,p,d=e.left*a,m=e.right*a;"width"===r||"both"===r?(p=i[0]+d-n[3],f=i[0]+m+n[1]):f=(p=i[0]+(d+m-s.displaySize[0])/2)+s.displaySize[0];var 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F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];C._matMult(N),P._matMult(N),O._matMult(N),I._matMult(N)}var j=n.stretch+n.fixed,U=l.stretch+l.fixed,V=a.stretch+a.fixed,H=c.stretch+c.fixed;return{tl:C,tr:P,bl:O,br:I,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+V,w:U-j,h:H-V},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:z,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:M/s/f,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var L=ic(h,v,m),C=ic(p,y,g),P=0;P<L.length-1;P++)for(var I=L[P],O=L[P+1],z=0;z<C.length-1;z++){var D=C[z],R=C[z+1];a.push(E(I,D,O,R))}else a.push(E({fixed:0,stretch:-1},{fixed:0,stretch:-1},{fixed:0,stretch:l+1},{fixed:0,stretch:c+1}));return a}function nc(t,e,r){for(var n=0,i=0,a=t;i<a.length;i+=1){var o=a[i];n+=Math.max(e,Math.min(r,o[1]))-Math.max(e,Math.min(r,o[0]))}return n}function ic(t,e,r){for(var n=[{fixed:-1,stretch:0}],i=0,a=t;i<a.length;i+=1){var 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0===e&&(e=cc),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function cc(t,e){return t<e?-1:t>e?1:0}function uc(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,a=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<a)&&(a=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var f=o-n,h=s-a,p=Math.min(f,h),d=p/2,m=new lc([],fc);if(0===p)return new i(n,a);for(var g=n;g<o;g+=p)for(var v=a;v<s;v+=p)m.push(new hc(g+d,v+d,d,t));for(var y=function(t){for(var e=0,r=0,n=0,i=t[0],a=0,o=i.length,s=o-1;a<o;s=a++){var l=i[a],c=i[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new hc(r/e,n/e,0,t)}(t),x=m.length;m.length;){var b=m.pop();(b.d>y.d||!y.d)&&(y=b,r&&console.log("found best %d after %d probes",Math.round(1e4*b.d)/1e4,x)),b.max-y.d<=e||(d=b.h/2,m.push(new hc(b.p.x-d,b.p.y-d,d,t)),m.push(new hc(b.p.x+d,b.p.y-d,d,t)),m.push(new hc(b.p.x-d,b.p.y+d,d,t)),m.push(new 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mc(t){switch(t){case"right":case"top-right":case"bottom-right":return"right";case"left":case"top-left":case"bottom-left":return"left"}return"center"}function gc(t,e,r,n,a,o,s,l,c,u,f,h,p,d,m){var g=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get("text-rotate").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,m=p.positionedGlyphs;d<m.length;d+=1){var g=m[d];if(g.rect){var v=g.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&g.vertical,T=g.metrics.advance*g.scale/2;if(l&&e.verticalizable){var k=24*(g.scale-1),A=(24-g.metrics.width*g.scale)/2;_=p.lineOffset/2-(g.imageName?-A:k)}if(g.imageName){var M=s[g.imageName];x=M.sdf,y=1/(b=M.pixelRatio)}var S=a?[g.x+T,g.y]:[0,0],E=a?[0,0]:[g.x+T+r[0],g.y+r[1]-_],L=[0,0];w&&(L=E,E=[0,0]);var C=(g.metrics.left-y)*g.scale-T+E[0],P=(-g.metrics.top-y)*g.scale+E[1],I=C+v.w*g.scale/b,O=P+v.h*g.scale/b,z=new i(C,P),D=new i(I,P),R=new i(C,O),F=new i(I,O);if(w){var B=new i(-T,T- -17),N=-Math.PI/2,j=12-T,U=g.imageName?j:0,V=new i(22-j,-U),H=new(Function.prototype.bind.apply(i,[null].concat(L)));z._rotateAround(N,B)._add(V)._add(H),D._rotateAround(N,B)._add(V)._add(H),R._rotateAround(N,B)._add(V)._add(H),F._rotateAround(N,B)._add(V)._add(H)}if(c){var q=Math.sin(c),G=Math.cos(c),Y=[G,-q,q,G];z._matMult(Y),D._matMult(Y),R._matMult(Y),F._matMult(Y)}var W=new i(0,0),X=new i(0,0);u.push({tl:z,tr:D,bl:R,br:F,tex:v,writingMode:e.writingMode,glyphOffset:S,sectionIndex:g.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;"source"===v.kind?(y=[128*a.layout.get("text-size").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for "text-size" is >= 255. 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Reduce your "text-size".'),t.addSymbols(t.text,g,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,m);for(var x=0,b=f;x<b.length;x+=1){h[b[x]]=t.text.placedSymbolArray.length-1}return 4*g.length}function vc(t){for(var e in t)return t[e];return null}function yc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var xc=Ls.VectorTileFeature.types,bc=[{name:"a_fade_opacity",components:1,type:"Uint8",offset:0}];function _c(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function wc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Tc(t){for(var e=0,r=t.sections;e<r.length;e+=1){if($n(r[e].text))return!0}return!1}var kc=function(t){this.layoutVertexArray=new Ni,this.indexArray=new Yi,this.programConfigurations=t,this.segments=new pa,this.dynamicLayoutVertexArray=new ji,this.opacityVertexArray=new Ui,this.placedSymbolArray=new aa};kc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},kc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Js.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Ks.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,bc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},kc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Nn("SymbolBuffers",kc);var Ac=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new pa,this.collisionVertexArray=new Gi};Ac.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Qs.members,!0)},Ac.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Nn("CollisionBuffers",Ac);var Mc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ho([]),this.placementViewportMatrix=ho([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Gl(this.zoom,e["text-size"]),this.iconSizeData=Gl(this.zoom,e["icon-size"]);var r=this.layers[0].layout,n=r.get("symbol-sort-key"),i=r.get("symbol-z-order");this.sortFeaturesByKey="viewport-y"!==i&&void 0!==n.constantOr(1);var a="viewport-y"===i||"auto"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get("text-allow-overlap")||r.get("icon-allow-overlap")||r.get("text-ignore-placement")||r.get("icon-ignore-placement")),"point"===r.get("symbol-placement")&&(this.writingModes=r.get("text-writing-mode").map((function(t){return Cl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};Mc.prototype.createArrays=function(){this.text=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new la,this.lineVertexArray=new ca,this.symbolInstances=new sa},Mc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=rl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},Mc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get("text-font"),o=i.get("text-field"),s=i.get("icon-image"),l=("constant"!==o.value.kind||o.value.value instanceof ne&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&("constant"!==a.value.kind||a.value.value.length>0),c="constant"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get("symbol-sort-key");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new pi(this.zoom),m=0,g=t;m<g.length;m+=1){var v=g[m],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Ya(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Ya(y));var k=void 0;if(l){var A=n.getValueAndResolveTokens("text-field",T,r,p),M=ne.factory(A);Tc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||"unavailable"===ui()||this.hasRTLText&&hi.isParsed())&&(k=el(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens("icon-image",T,r,p);S=E instanceof ie?E:ie.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Ya(y),properties:y.properties,type:xc[y.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(","),I="map"===i.get("text-rotation-alignment")&&"point"!==i.get("symbol-placement");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(Cl.vertical)>=0;for(var O=0,z=k.sections;O<z.length;O+=1){var D=z[O];if(D.image)f[D.image.name]=!0;else{var R=Wn(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}"line"===i.get("symbol-placement")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+":"+n.x+":"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var m=s(p,d,f),g=o(p,d,n[m].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[m].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},Mc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Mc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},Mc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Mc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Mc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},Mc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},Mc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Mc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),m=this.glyphOffsetArray.length,g=d.vertexLength,v=this.allowVerticalPlacement&&o===Cl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,O=d.vertexLength,z=C[1];_c(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),_c(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),_c(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),_c(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),wc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(O,O+1,O+2),h.emplaceBack(O+1,O+2,O+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,m,this.glyphOffsetArray.length-m,g,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},Mc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},Mc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},Mc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},Mc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Ac(Hi,$s.members,Qi),this.iconCollisionBox=new Ac(Hi,$s.members,Qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},Mc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var m=t.get(d);c.iconBox={x1:m.x1,y1:m.y1,x2:m.x2,y2:m.y2,anchorPointX:m.anchorPointX,anchorPointY:m.anchorPointY},c.iconFeatureIndex=m.featureIndex;break}for(var g=s;g<l;g++){var v=t.get(g);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},Mc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},Mc.prototype.hasTextData=function(){return this.text.segments.get().length>0},Mc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Mc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},Mc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},Mc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},Mc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},Mc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},Mc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},Mc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Nn("SymbolBucket",Mc,{omit:["layers","collisionBoxArray","features","compareText"]}),Mc.MAX_GLYPHS=65535,Mc.addDynamicAttributes=wc;var Sc=new Si({"symbol-placement":new wi(Lt.layout_symbol["symbol-placement"]),"symbol-spacing":new wi(Lt.layout_symbol["symbol-spacing"]),"symbol-avoid-edges":new wi(Lt.layout_symbol["symbol-avoid-edges"]),"symbol-sort-key":new Ti(Lt.layout_symbol["symbol-sort-key"]),"symbol-z-order":new wi(Lt.layout_symbol["symbol-z-order"]),"icon-allow-overlap":new wi(Lt.layout_symbol["icon-allow-overlap"]),"icon-ignore-placement":new wi(Lt.layout_symbol["icon-ignore-placement"]),"icon-optional":new wi(Lt.layout_symbol["icon-optional"]),"icon-rotation-alignment":new wi(Lt.layout_symbol["icon-rotation-alignment"]),"icon-size":new Ti(Lt.layout_symbol["icon-size"]),"icon-text-fit":new wi(Lt.layout_symbol["icon-text-fit"]),"icon-text-fit-padding":new wi(Lt.layout_symbol["icon-text-fit-padding"]),"icon-image":new Ti(Lt.layout_symbol["icon-image"]),"icon-rotate":new Ti(Lt.layout_symbol["icon-rotate"]),"icon-padding":new wi(Lt.layout_symbol["icon-padding"]),"icon-keep-upright":new wi(Lt.layout_symbol["icon-keep-upright"]),"icon-offset":new Ti(Lt.layout_symbol["icon-offset"]),"icon-anchor":new Ti(Lt.layout_symbol["icon-anchor"]),"icon-pitch-alignment":new wi(Lt.layout_symbol["icon-pitch-alignment"]),"text-pitch-alignment":new wi(Lt.layout_symbol["text-pitch-alignment"]),"text-rotation-alignment":new wi(Lt.layout_symbol["text-rotation-alignment"]),"text-field":new Ti(Lt.layout_symbol["text-field"]),"text-font":new Ti(Lt.layout_symbol["text-font"]),"text-size":new Ti(Lt.layout_symbol["text-size"]),"text-max-width":new Ti(Lt.layout_symbol["text-max-width"]),"text-line-height":new wi(Lt.layout_symbol["text-line-height"]),"text-letter-spacing":new Ti(Lt.layout_symbol["text-letter-spacing"]),"text-justify":new Ti(Lt.layout_symbol["text-justify"]),"text-radial-offset":new Ti(Lt.layout_symbol["text-radial-offset"]),"text-variable-anchor":new wi(Lt.layout_symbol["text-variable-anchor"]),"text-anchor":new Ti(Lt.layout_symbol["text-anchor"]),"text-max-angle":new wi(Lt.layout_symbol["text-max-angle"]),"text-writing-mode":new wi(Lt.layout_symbol["text-writing-mode"]),"text-rotate":new Ti(Lt.layout_symbol["text-rotate"]),"text-padding":new wi(Lt.layout_symbol["text-padding"]),"text-keep-upright":new wi(Lt.layout_symbol["text-keep-upright"]),"text-transform":new Ti(Lt.layout_symbol["text-transform"]),"text-offset":new Ti(Lt.layout_symbol["text-offset"]),"text-allow-overlap":new wi(Lt.layout_symbol["text-allow-overlap"]),"text-ignore-placement":new wi(Lt.layout_symbol["text-ignore-placement"]),"text-optional":new wi(Lt.layout_symbol["text-optional"])}),Ec={paint:new Si({"icon-opacity":new Ti(Lt.paint_symbol["icon-opacity"]),"icon-color":new Ti(Lt.paint_symbol["icon-color"]),"icon-halo-color":new Ti(Lt.paint_symbol["icon-halo-color"]),"icon-halo-width":new Ti(Lt.paint_symbol["icon-halo-width"]),"icon-halo-blur":new Ti(Lt.paint_symbol["icon-halo-blur"]),"icon-translate":new wi(Lt.paint_symbol["icon-translate"]),"icon-translate-anchor":new wi(Lt.paint_symbol["icon-translate-anchor"]),"text-opacity":new Ti(Lt.paint_symbol["text-opacity"]),"text-color":new Ti(Lt.paint_symbol["text-color"],{runtimeType:Ut,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),"text-halo-color":new Ti(Lt.paint_symbol["text-halo-color"]),"text-halo-width":new Ti(Lt.paint_symbol["text-halo-width"]),"text-halo-blur":new Ti(Lt.paint_symbol["text-halo-blur"]),"text-translate":new wi(Lt.paint_symbol["text-translate"]),"text-translate-anchor":new wi(Lt.paint_symbol["text-translate-anchor"])}),layout:Sc},Lc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ft,this.defaultValue=t};Lc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Lc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Lc.prototype.outputDefined=function(){return!1},Lc.prototype.serialize=function(){return null},Nn("FormatSectionOverride",Lc,{omit:["defaultValue"]});var Cc=function(t){function e(e){t.call(this,e,Ec)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),"auto"===this.layout.get("icon-rotation-alignment")&&("point"!==this.layout.get("symbol-placement")?this.layout._values["icon-rotation-alignment"]="map":this.layout._values["icon-rotation-alignment"]="viewport"),"auto"===this.layout.get("text-rotation-alignment")&&("point"!==this.layout.get("symbol-placement")?this.layout._values["text-rotation-alignment"]="map":this.layout._values["text-rotation-alignment"]="viewport"),"auto"===this.layout.get("text-pitch-alignment")&&(this.layout._values["text-pitch-alignment"]=this.layout.get("text-rotation-alignment")),"auto"===this.layout.get("icon-pitch-alignment")&&(this.layout._values["icon-pitch-alignment"]=this.layout.get("icon-rotation-alignment")),"point"===this.layout.get("symbol-placement")){var n=this.layout.get("text-writing-mode");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values["text-writing-mode"]=i}else this.layout._values["text-writing-mode"]=["horizontal"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Yr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):""}))}(e.properties,i)},e.prototype.createBucket=function(t){return new Mc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=Ec.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i=this.paint.get(n),a=new Lc(i),o=new Gr(a,i.property.specification),s=null;s="constant"===i.value.kind||"source"===i.value.kind?new Xr("source",o):new Zr("composite",o,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new bi(i.property,s,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get("text-field"),n=Ec.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if("constant"===r.value.kind&&r.value.value instanceof ne)a(r.value.value.sections);else if("source"===r.value.kind){var o=function(t){if(!i)if(t instanceof ce&&se(t.value)===Gt){var e=t.value;a(e.sections)}else t instanceof pe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ei),Pc={paint:new Si({"background-color":new wi(Lt.paint_background["background-color"]),"background-pattern":new Ai(Lt.paint_background["background-pattern"]),"background-opacity":new wi(Lt.paint_background["background-opacity"])})},Ic=function(t){function e(e){t.call(this,e,Pc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei),Oc={paint:new Si({"raster-opacity":new wi(Lt.paint_raster["raster-opacity"]),"raster-hue-rotate":new wi(Lt.paint_raster["raster-hue-rotate"]),"raster-brightness-min":new wi(Lt.paint_raster["raster-brightness-min"]),"raster-brightness-max":new wi(Lt.paint_raster["raster-brightness-max"]),"raster-saturation":new wi(Lt.paint_raster["raster-saturation"]),"raster-contrast":new wi(Lt.paint_raster["raster-contrast"]),"raster-resampling":new wi(Lt.paint_raster["raster-resampling"]),"raster-fade-duration":new wi(Lt.paint_raster["raster-fade-duration"])})},zc=function(t){function e(e){t.call(this,e,Oc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei);var Dc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return"3d"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ei),Rc={circle:_o,heatmap:Po,hillshade:Oo,fill:xs,"fill-extrusion":Fs,line:Xs,symbol:Cc,background:Ic,raster:zc};var Fc=self.HTMLImageElement,Bc=self.HTMLCanvasElement,Nc=self.HTMLVideoElement,jc=self.ImageData,Uc=self.ImageBitmap,Vc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Vc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Vc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Vc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Vc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Hc=function(t){var e=this;this._callback=t,this._triggered=!1,"undefined"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Hc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Hc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var qc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},m(["receive","process"],this),this.invoker=new Hc(this.process),this.target.addEventListener("message",this.receive,!1),this.globalScope=k()?t:self};function Gc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}qc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Hn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:"<cancel>",targetMapId:n,sourceMapId:a.mapId})}}},qc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if("<cancel>"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},qc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},qc.prototype.processTask=function(t,e){var r=this;if("<response>"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(qn(e.error)):n(null,qn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:"<response>",sourceMapId:r.mapId,error:e?Hn(e):null,data:Hn(n,a)},a)}:function(t){i=!0},s=null,l=qn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(".");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error("Could not find function "+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},qc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener("message",this.receive,!1)};var Yc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Yc.prototype.setNorthEast=function(t){return this._ne=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.setSouthWest=function(t){return this._sw=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Wc)e=t,r=t;else{if(!(t instanceof Yc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Yc.convert(a))}var o=t;return this.extend(Wc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Wc(e.lng,e.lat),this._ne=new Wc(r.lng,r.lat)),this},Yc.prototype.getCenter=function(){return new Wc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Yc.prototype.getSouthWest=function(){return this._sw},Yc.prototype.getNorthEast=function(){return this._ne},Yc.prototype.getNorthWest=function(){return new Wc(this.getWest(),this.getNorth())},Yc.prototype.getSouthEast=function(){return new Wc(this.getEast(),this.getSouth())},Yc.prototype.getWest=function(){return this._sw.lng},Yc.prototype.getSouth=function(){return this._sw.lat},Yc.prototype.getEast=function(){return this._ne.lng},Yc.prototype.getNorth=function(){return this._ne.lat},Yc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Yc.prototype.toString=function(){return"LngLatBounds("+this._sw.toString()+", "+this._ne.toString()+")"},Yc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Yc.prototype.contains=function(t){var e=Wc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Yc.convert=function(t){return!t||t instanceof Yc?t:new Yc(t)};var Wc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error("Invalid LngLat object: ("+t+", "+e+")");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error("Invalid LngLat latitude value: must be between -90 and 90")};Wc.prototype.wrap=function(){return new Wc(c(this.lng,-180,180),this.lat)},Wc.prototype.toArray=function(){return[this.lng,this.lat]},Wc.prototype.toString=function(){return"LngLat("+this.lng+", "+this.lat+")"},Wc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Wc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Yc(new Wc(this.lng-r,this.lat-e),new Wc(this.lng+r,this.lat+e))},Wc.convert=function(t){if(t instanceof Wc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Wc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&"object"==typeof t&&null!==t)return new Wc(Number("lng"in t?t.lng:t.lon),Number(t.lat));throw new Error("`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]")};var Xc=2*Math.PI*6371008.8;function Zc(t){return Xc*Math.cos(t*Math.PI/180)}function Jc(t){return(180+t)/360}function Kc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Qc(t,e){return t/Zc(e)}function $c(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var tu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};tu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Wc.convert(t);return new tu(Jc(r.lng),Kc(r.lat),Qc(e,r.lat))},tu.prototype.toLngLat=function(){return new Wc(360*this.x-180,$c(this.y))},tu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Zc($c(e));var t,e},tu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Xc*(t=$c(this.y),1/Math.cos(t*Math.PI/180));var t};var eu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=iu(0,t,t,e,r)};eu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},eu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Gc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Gc(256*(r+1),256*(n+1),i),a[0]+","+a[1]+","+o[0]+","+o[1]),l=function(t,e,r){for(var n,i="",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace("{prefix}",(this.x%16).toString(16)+(this.y%16).toString(16)).replace("{z}",String(this.z)).replace("{x}",String(this.x)).replace("{y}",String("tms"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace("{quadkey}",l).replace("{bbox-epsg-3857}",s)},eu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},eu.prototype.toString=function(){return this.z+"/"+this.x+"/"+this.y};var ru=function(t,e){this.wrap=t,this.canonical=e,this.key=iu(t,e.z,e.z,e.x,e.y)},nu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new eu(r,+n,+i),this.key=iu(e,t,r,n,i)};function iu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}nu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},nu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new nu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new nu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},nu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?iu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):iu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},nu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},nu.prototype.children=function(t){if(this.overscaledZ>=t)return[new nu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new nu(e,this.wrap,e,r,n),new nu(e,this.wrap,e,r+1,n),new nu(e,this.wrap,e,r,n+1),new nu(e,this.wrap,e,r+1,n+1)]},nu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},nu.prototype.wrapped=function(){return new nu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.unwrapTo=function(t){return new nu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},nu.prototype.toUnwrapped=function(){return new ru(this.wrap,this.canonical)},nu.prototype.toString=function(){return this.overscaledZ+"/"+this.canonical.x+"/"+this.canonical.y},nu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new tu(t.x-this.wrap,t.y))},Nn("CanonicalTileID",eu),Nn("OverscaledTileID",nu,{omit:["posMatrix"]});var au=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError("DEM tiles must be square");if(r&&"mapbox"!==r&&"terrarium"!==r)return _('"'+r+'" is not a valid encoding type. Valid types include "mapbox" and "terrarium".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||"mapbox";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};au.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return("terrarium"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},au.prototype.getUnpackVector=function(){return"terrarium"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},au.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError("out of range source coordinates for DEM data");return(e+1)*this.stride+(t+1)},au.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},au.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},au.prototype.getPixels=function(){return new Eo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},au.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error("dem dimension mismatch");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Nn("DEMData",au);var ou=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};ou.prototype.encode=function(t){return this._stringToNumber[t]},ou.prototype.decode=function(t){return this._numberToString[t]};var su=function(t,e,r,n,i){this.type="Feature",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},lu={geometry:{configurable:!0}};lu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},lu.geometry.set=function(t){this._geometry=t},su.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)"_geometry"!==e&&"_vectorTileFeature"!==e&&(t[e]=this[e]);return t},Object.defineProperties(su.prototype,lu);var cu=function(){this.state={},this.stateChanges={},this.deletedStates={}};cu.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r){this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]}},cu.prototype.removeFeatureState=function(t,e,r){if(!(null===this.deletedStates[t])){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e){if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null}else this.deletedStates[t]=null}},cu.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=u({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},cu.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},cu.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1){var p=h[f];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t){t[d].setFeatureState(r,e)}};var uu=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new zn(8192,16,0),this.grid3D=new zn(8192,16,0),this.featureIndexArray=new fa,this.promoteId=e};function fu(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof _i?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function hu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function pu(t,e){return e-t}uu.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},uu.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Ls.VectorTile(new al(this.rawTileData)).layers,this.sourceLayerCoder=new ou(this.vtLayers?Object.keys(this.vtLayers).sort():["_geojsonTileLayer"])),this.vtLayers},uu.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=sn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=hu(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=hu(t.cameraQueryGeometry),d=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1){if(io(t,f[u]))return!0}for(var h=0;h<t.length-1;h++){if(ao(t[h],t[h+1],c))return!0}return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)})),m=0,g=d;m<g.length;m+=1){var v=g[m];h.push(v)}h.sort(pu);for(var y,x={},b=function(i){var u=h[i];if(u!==y){y=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(x,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Ya(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<h.length;_++)b(_);return x},uu.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),m=0;m<f.length;m++){var g=f[m];if(!(a&&a.indexOf(g)<0)){var v=s[g];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||"_geojsonTileLayer",d));var x=l[g];x.paint=fu(x.paint,v.paint,p,y,o),x.layout=fu(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new su(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},uu.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=sn(i),u=0,f=t;u<f.length;u+=1){var h=f[u];this.loadMatchingFeature(l,r,n,h,c,a,o,s,e)}return l},uu.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1){if(t===i[n])return!0}return!1},uu.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n="string"==typeof this.promoteId?this.promoteId:this.promoteId[e];"boolean"==typeof(r=t.properties[n])&&(r=Number(r))}return r},Nn("FeatureIndex",uu,{omit:["rawTileData","sourceLayerCoder"]});var du=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state="loading"};du.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},du.prototype.wasRequested=function(){return"errored"===this.state||"loaded"===this.state||"reloading"===this.state},du.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state="loaded",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof Mc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof Mc&&o.hasRTLText){this.hasRTLText=!0,hi.isLoading()||hi.isLoaded()||"deferred"!==ui()||fi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new na},du.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state="unloaded"},du.prototype.getBucket=function(t){return this.buckets[t.id]},du.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Vc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Vc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},du.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},du.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},du.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:"",a=n._geojsonTileLayer||n[i];if(a)for(var o=sn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),m=new su(p,l,c,u,d);m.tile=f,t.push(m)}}}},du.prototype.hasData=function(){return"loaded"===this.state||"reloading"===this.state||"expired"===this.state},du.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},du.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=A(t.cacheControl);r["max-age"]&&(this.expirationTime=Date.now()+1e3*r["max-age"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state="expired"):this.expiredRequestCount=0}},du.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},du.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||"_geojsonTileLayer",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},du.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},du.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},du.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},du.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},du.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){r[i[n]]=!0}this.dependencies[t]=r},du.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1){if(a[s[o]])return!0}}return!1};var mu=self.performance,gu=function(t){this._marks={start:[t.url,"start"].join("#"),end:[t.url,"end"].join("#"),measure:t.url.toString()},mu.mark(this._marks.start)};gu.prototype.finish=function(){mu.mark(this._marks.end);var t=mu.getEntriesByName(this._marks.measure);return 0===t.length&&(mu.measure(this._marks.measure,this._marks.start,this._marks.end),t=mu.getEntriesByName(this._marks.measure),mu.clearMarks(this._marks.start),mu.clearMarks(this._marks.end),mu.clearMeasures(this._marks.measure)),t},t.Actor=qc,t.AlphaImage=So,t.CanonicalTileID=eu,t.CollisionBoxArray=na,t.Color=te,t.DEMData=au,t.DataConstantProperty=wi,t.DictionaryCoder=ou,t.EXTENT=8192,t.ErrorEvent=St,t.EvaluationParameters=pi,t.Event=Mt,t.Evented=Et,t.FeatureIndex=uu,t.FillBucket=gs,t.FillExtrusionBucket=Os,t.ImageAtlas=Ll,t.ImagePosition=Sl,t.LineBucket=qs,t.LngLat=Wc,t.LngLatBounds=Yc,t.MercatorCoordinate=tu,t.ONE_EM=24,t.OverscaledTileID=nu,t.Point=i,t.Point$1=i,t.Properties=Si,t.Protobuf=al,t.RGBAImage=Eo,t.RequestManager=H,t.RequestPerformance=gu,t.ResourceType=dt,t.SegmentVector=pa,t.SourceFeatureState=cu,t.StructArrayLayout1ui2=$i,t.StructArrayLayout2f1f2i16=qi,t.StructArrayLayout2i4=zi,t.StructArrayLayout3ui6=Yi,t.StructArrayLayout4i8=Di,t.SymbolBucket=Mc,t.Texture=Vc,t.Tile=du,t.Transitionable=gi,t.Uniform1f=Sa,t.Uniform1i=Ma,t.Uniform2f=Ea,t.Uniform3f=La,t.Uniform4f=Ca,t.UniformColor=Pa,t.UniformMatrix4f=Oa,t.UnwrappedTileID=ru,t.ValidationError=Ct,t.WritingMode=Cl,t.ZoomHistory=Gn,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=wc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=o,t.bindAll=m,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ht>ot&&(t.getActor().send("enforceCacheSizeLimit",at),ht=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete("mapbox-tiles");t&&e.catch(t).then((function(){return t()}))},t.clipLine=ec,t.clone=function(t){var e=new fo(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new fo(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=tl,t.config=F,t.create=function(){var t=new fo(16);return 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vt(t,e,r,n,i,a){return[Math.round(r*(t*n-i)),Math.round(r*(e*n-a))]}function yt(t,e,r,n,i){for(var a=e===i.maxZoom?0:i.tolerance/((1<<e)*i.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,xt(o,t[s],a,i);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,f=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),f>o.maxY&&(o.maxY=f)}return o}function xt(t,e,r,n){var i=e.geometry,a=e.type,o=[];if("Point"===a||"MultiPoint"===a)for(var s=0;s<i.length;s+=3)o.push(i[s]),o.push(i[s+1]),t.numPoints++,t.numSimplified++;else if("LineString"===a)bt(o,i,t,r,!1,!1);else if("MultiLineString"===a||"Polygon"===a)for(s=0;s<i.length;s++)bt(o,i[s],t,r,"Polygon"===a,0===s);else if("MultiPolygon"===a)for(var l=0;l<i.length;l++){var c=i[l];for(s=0;s<c.length;s++)bt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if("LineString"===a&&n.lineMetrics){for(var f in u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:"Polygon"===a||"MultiPolygon"===a?3:"LineString"===a||"MultiLineString"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function bt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function _t(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time("preprocess data"),e.maxZoom<0||e.maxZoom>24)throw new Error("maxZoom should be in the 0-24 range");if(e.promoteId&&e.generateId)throw new Error("promoteId and generateId cannot be used together.");var n=function(t,e){var r=[];if("FeatureCollection"===t.type)for(var n=0;n<t.features.length;n++)tt(r,t.features[n],e,n);else"Feature"===t.type?tt(r,t,e):tt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd("preprocess data"),console.log("index: maxZoom: %d, maxPoints: %d",e.indexMaxZoom,e.indexMaxPoints),console.time("generate tiles"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=ot(t,1,-1-r,r,0,-1,2,e),a=ot(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=ot(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=dt(i,1).concat(n)),a&&(n=n.concat(dt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log("features: %d, points: %d",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd("generate tiles"),console.log("tiles generated:",this.total,JSON.stringify(this.stats)))}function wt(t,e,r){return 32*((1<<t)*r+e)+t}function Tt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}U.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time("total time");var o="prepare "+t.length+" points";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new N(s,Z,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new N(s,Z,J,a,Float32Array),r&&console.log("z%d: %d clusters in %dms",c,s.length,+Date.now()-u)}return r&&console.timeEnd("total time"),this},U.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(Y(r),W(a),Y(i),W(n));u<f.length;u+=1){var h=f[u],p=l.points[h];c.push(p.numPoints?q(p):this.points[p.index])}return c},U.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n="No cluster with the specified id.",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],f=i.points[u];f.parentId===t&&s.push(f.numPoints?q(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},U.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},U.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},U.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},U.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},U.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?G(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},U.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},U.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],f=u.within(c.x,c.y,s),h=c.numPoints||1,p=c.x*h,d=c.y*h,m=o&&h>1?this._map(c,!0):null,g=(l<<5)+(e+1)+this.points.length,v=0,y=f;v<y.length;v+=1){var x=y[v],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(m||(m=this._map(c,!0)),o(m,this._map(b)))}}1===h?r.push(c):(c.parentId=g,r.push(V(p/h,d/h,g,h,m)))}}return r},U.prototype._getOriginId=function(t){return t-this.points.length>>5},U.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},U.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},_t.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},_t.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=wt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time("creation"),h=this.tiles[f]=yt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log("tile z%d-%d-%d (features: %d, points: %d, simplified: %d)",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd("creation"));var p="z"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time("clipping");var m,g,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;m=g=v=y=null,x=ot(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=ot(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(m=ot(x,u,n-_,n+T,1,h.minY,h.maxY,l),g=ot(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=ot(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=ot(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd("clipping"),s.push(m||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},_t.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=wt(t,e=(e%o+o)%o,r);if(this.tiles[s])return gt(this.tiles[s],i);a>1&&console.log("drilling down to z%d-%d-%d",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[wt(c,u,f)];return l&&l.source?(a>1&&console.log("found parent tile z%d-%d-%d",c,u,f),a>1&&console.time("drilling down"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd("drilling down"),this.tiles[s]?gt(this.tiles[s],i):null):null};var kt=function(e){function r(t,r,n,i){e.call(this,t,r,n,Tt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&"Idle"!==this._state?this._state="NeedsLoadData":(this._state="Coalescing",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if("object"!=typeof o)return r(new Error("Input data given to '"+n.source+"' is not a valid GeoJSON object."));f(o,!0);try{e._geoJSONIndex=n.cluster?new U(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=h[1],m=t.createExpression(d),g=t.createExpression("string"==typeof p?[p,["accumulated"],["get",f]]:p);i[f]=m.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new _t(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){"Coalescing"===this._state?this._state="Idle":"NeedsLoadData"===this._state&&(this._state="Coalescing",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if("string"!=typeof e.data)return r(new Error("Input data given to '"+e.source+"' is not a valid GeoJSON object."));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error("Input data given to '"+e.source+"' is not a valid GeoJSON object."))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var At=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:kt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name "'+t+'" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error("RTL text plugin already registered.");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return At.prototype.setReferrer=function(t,e){this.referrer=e},At.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in 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JSON support":"insufficient Object support":"insufficient Function support":"insufficent Array support"}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var i=t.window.document.createElement(e);return void 0!==r&&(i.className=r),n&&n.appendChild(i),i},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function i(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var a,o=i(["userSelect","MozUserSelect","WebkitUserSelect","msUserSelect"]);r.disableDrag=function(){n&&o&&(a=n[o],n[o]="none")},r.enableDrag=function(){n&&o&&(n[o]=a)};var s=i(["transform","WebkitTransform"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},"passive",{get:function(){l=!0}});t.window.addEventListener("test",c,c),t.window.removeEventListener("test",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),"passive"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),"passive"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener("click",u,!0)};function f(t){var e=t.userImage;if(e&&e.render&&e.render())return t.data.replace(new Uint8Array(e.data.buffer)),!0;return!1}r.suppressClick=function(){t.window.addEventListener("click",u,!0),t.window.setTimeout((function(){t.window.removeEventListener("click",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var 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r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event("styleimagemissing",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image "'+o+'" could not be loaded. Please make sure you have added the image with map.addImage() or a "sprite" property in your style. You can provide missing images by listening for the "styleimagemissing" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,m=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||"sans-serif",this.fontWeight=a||"normal",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement("canvas"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext("2d"),this.ctx.font=this.fontWeight+" "+this.fontSize+"px "+this.fontFamily,this.ctx.textBaseline="middle",this.ctx.fillStyle="black",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf("Gecko/")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-m,n[1]=+m;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+m}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?m:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?m:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error("glyphs > 65535 not supported"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1){(0,o[i])(t,e)}delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar["CJK Unified Ideographs"](e)||t.isChar["Hangul Syllables"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o="400";/bold/i.test(r)?o="900":/medium/i.test(r)?o="500":/light/i.test(r)&&(o="200"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace("{fontstack}",e).replace("{range}",o+"-"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,"-transition")?this._transitionable.setTransition(n.slice(0,-"-transition".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(",")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=void 0,d=i/r*(n+1);if(l.isDash){var m=n-Math.abs(d);p=Math.sqrt(h*h+m*m)}else p=n-Math.sqrt(h*h+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=l.isDash?h:-h;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce("LineAtlas out of space"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name="Worker "+a,this.actors.push(s)}};function A(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),["tiles","minzoom","maxzoom","attribution","mapbox_logo","bounds","scheme","tileSize","encoding"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var M=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};M.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},M.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type="vector",this.minzoom=0,this.maxzoom=22,this.scheme="xyz",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,["url","scheme","tileSize","promoteId"])),this._options=t.extend({type:"vector"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error("vector tile sources must have a tileSize of 512");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event("dataloading",{dataType:"source"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"metadata"})),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"content"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&"expired"!==e.state?"loading"===e.state?e.reloadCallback=r:e.request=e.actor.send("reloadTile",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send("loadTile",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send("abortTile",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send("removeTile",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type="raster",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme="xyz",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:"raster"},n),t.extend(this,t.pick(n,["url","scheme","tileSize"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event("dataloading",{dataType:"source"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"metadata"})),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"content"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state="unloaded",r(null);else if(i)e.state="errored",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state="loaded",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type="raster-dem",this.maxzoom=22,this._options=t.extend({type:"raster-dem"},n),this.encoding=n.encoding||"mapbox"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:"raster-dem",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state="errored",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state="loaded",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state="unloaded",r(null);else if(n)e.state="errored",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&"expired"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send("loadDEMTile",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state="unloaded",t.actor&&t.actor.send("removeDEMTile",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type="geojson",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event("dataloading",{dataType:"source"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:"source",sourceDataType:"metadata"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event("data",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event("dataloading",{dataType:"source"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:"source",sourceDataType:"content"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event("data",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send("geojson.getClusterExpansionZoom",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send("geojson.getClusterChildren",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send("geojson.getClusterLeaves",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;"string"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+".loadData",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+".coalesce",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?"reloadTile":"loadTile";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,"reloadTile"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send("removeTile",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send("removeSource",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:"a_pos",type:"Int16",components:2},{name:"a_texture_pos",type:"Int16",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type="image",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event("dataloading",{dataType:"source"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event("data",{dataType:"source",sourceDataType:"metadata"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,f=Math.max(c,u),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event("data",{dataType:"source",sourceDataType:"content"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];"loaded"!==i.state&&(i.state="loaded",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state="errored",e(null))},r.prototype.serialize=function(){return{type:"image",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type="video",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener("playing",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError("sources."+this.id,null,"Playback for this video can be set only between the "+r.start(0)+" and "+r.end(0)+"-second mark."))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];"loaded"!==i.state&&(i.state="loaded",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:"video",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return"number"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'"coordinates" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'missing required property "coordinates"'))),n.animate&&"boolean"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'optional "animate" property must be a boolean value'))),n.canvas?"string"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'"canvas" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'missing required property "canvas"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error("Canvas dimensions cannot be less than or equal to zero."))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];"loaded"!==a.state&&(a.state="loaded",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:"canvas",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),D={vector:S,raster:E,"raster-dem":L,geojson:C,video:O,image:I,canvas:z};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&"fill-extrusion"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&"fill-extrusion"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,f=l;u<f.length;u+=1){var h=f[u];c.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,R(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],f=l[c]=l[c]||{},h=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var m=d[p];f[m.featureIndex]||(f[m.featureIndex]=!0,h.push(m))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer["source-layer"],r.id);r.source=r.layer.source,r.layer["source-layer"]&&(r.sourceLayer=r.layer["source-layer"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:"BYTE",Uint8:"UNSIGNED_BYTE",Int16:"SHORT",Uint16:"UNSIGNED_SHORT",Int32:"INT",Uint32:"UNSIGNED_INT",Float32:"FLOAT"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var 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At=function(t,e,r){this.func=t,this.mask=e,this.range=r};At.ReadOnly=!1,At.ReadWrite=!0,At.disabled=new At(519,At.ReadOnly,[0,1]);var Mt=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Mt.disabled=new Mt({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension("OES_vertex_array_object"),this.clearColor=new q(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new mt(this),this.bindElementBuffer=new gt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension("EXT_texture_filter_anisotropic")||t.getExtension("MOZ_EXT_texture_filter_anisotropic")||t.getExtension("WEBKIT_EXT_texture_filter_anisotropic"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension("OES_texture_half_float"),this.extTextureHalfFloat&&(t.getExtension("OES_texture_half_float_linear"),this.extRenderToTextureHalfFloat=t.getExtension("EXT_color_buffer_half_float")),this.extTimerQuery=t.getExtension("EXT_disjoint_timer_query")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Lt.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on("data",(function(t){"source"===t.dataType&&"metadata"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&"source"===t.dataType&&"content"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on("error",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error("Expected Source id to be "+e+" instead of "+a.id);return t.bindAll(["load","abort","unload","serialize","prepare"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if("loaded"!==e.state&&"errored"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)"errored"!==this._tiles[t].state&&this._reloadTile(t,"reloading")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&("loading"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state="errored",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),"expired"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),"raster-dem"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event("data",{dataType:"source",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n="number"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(It(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],m=this._tiles[p];if(m&&!(m.fadeEndTime&&m.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),c[g.tileID.key]=g.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],m=this._tiles[d.key];if(!m.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],v=this.getTile(g);if(v&&v.hasData()){n[g.key]=g;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=m.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(m=this.getTile(_))&&x&&(m=this._addTile(_)),m&&(n[_.key]=_,x=m.wasRequested(),m.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event("dataloading",{tile:r,coord:r.tileID,dataType:"source"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,"expired"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&"reloading"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,m=0,g=c;m<g.length;m+=1){var v=g[m];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,m=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/m,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-g<t.EXTENT&&v[0].y-g<t.EXTENT&&v[1].x+g>=0&&v[1].y+g>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:m})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||"_geojsonTileLayer",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||"_geojsonTileLayer",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||"_geojsonTileLayer",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles){this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,"reloading")}this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return"raster"===t||"image"===t||"video"===t}function Ot(){return new t.window.Worker(Zi.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var zt="mapboxgl_preloaded_worker_pool",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new Ot);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[zt]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)"ref"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)"ref"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:"setStyle",addLayer:"addLayer",removeLayer:"removeLayer",setPaintProperty:"setPaintProperty",setLayoutProperty:"setLayoutProperty",setFilter:"setFilter",addSource:"addSource",removeSource:"removeSource",setGeoJSONSourceData:"setGeoJSONSourceData",setLayerZoomRange:"setLayerZoomRange",setLayerProperty:"setLayerProperty",setCenter:"setCenter",setZoom:"setZoom",setBearing:"setBearing",setPitch:"setPitch",setSprite:"setSprite",setGlyphs:"setGlyphs",setTransition:"setTransition",setLight:"setLight"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function Ht(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function qt(t,e,r,n){Ht(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&"data"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&"data"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}function Zt(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Ht(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||("geojson"===e[a].type&&"geojson"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):qt(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),m=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],m[m.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.lastIndexOf(o,m.length-a),1)):a++,c=m[m.length-i],n.push({command:Ut.addLayer,args:[d[o],c]}),m.splice(m.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s["source-layer"],l["source-layer"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&"layout"!==u&&"paint"!==u&&"filter"!==u&&"metadata"!==u&&"minzoom"!==u&&"maxzoom"!==u&&(0===u.indexOf("paint.")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&"layout"!==u&&"paint"!==u&&"filter"!==u&&"metadata"!==u&&"minzoom"!==u&&"maxzoom"!==u&&(0===u.indexOf("paint.")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=m[m.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn("Unable to compute style diff:",t),n=[{command:Ut.setStyle,args:[r]}]}return n}var Jt=function(t,e){this.reset(t,e)};Jt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Jt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Kt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Qt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function $t(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function te(e,r){var n=[e.x,e.y,0,1];fe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ee(t,e){return.5+t/e*.5}function re(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ne(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,m=n.transform.width/n.transform.height,g=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!g)ue(y.numGlyphs,h);else{g=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),re(x,f)){var b=x[3],_=ee(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(c,u,y),T=s?w/_:w*_,k=new t.Point(y.anchorX,y.anchorY),A=te(k,a).point,M={},S=oe(y,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&oe(y,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m).notEnoughRoom)&&ue(y.numGlyphs,h)}else ue(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ie(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),m=e.getoffsetX(f-1),g=le(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!g)return null;var v=le(t*m,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:g,last:v}:null}function ae(e,r,n,i){if(e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i)return{useVertical:!0};return(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function oe(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=r/24,v=e.lineOffsetX*g,y=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ie(g,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=te(w.first.point,s).point,k=te(w.last.point,s).point;if(i&&!n){var A=ae(e.writingMode,T,k,d);if(A)return A}m=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)m.push(le(g*l.getoffsetX(M),v,y,n,f,h,e.segment,b,_,c,o,p));m.push(w.last)}else{if(i&&!n){var S=te(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=te(L,a),P=C.signedDistanceFromCamera>0?C.point:se(h,L,S,1,a),I=ae(e.writingMode,S,P,d);if(I)return I}var O=le(g*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!O)return{notEnoughRoom:!0};m=[O]}for(var z=0,D=m;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function se(t,e,r,n,i){var a=te(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function le(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,m=0;i&&(d*=-1,m=Math.PI),d<0&&(m+=Math.PI);for(var g=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=c)return null;if(y=v,w.push(v),void 0===(v=h[g])){var T=new t.Point(u.getx(g),u.gety(g)),k=te(T,f);if(k.signedDistanceFromCamera>0)v=h[g]=k.point;else{var A=g-d;v=se(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var M=(_-x)/b,S=v.sub(y),E=S.mult(M)._add(y);E._add(S._unit()._perp()._mult(n*d));var L=m+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:L,path:w}}Kt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Kt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Kt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Kt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Kt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Kt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Kt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Kt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Kt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Kt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Kt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var m=this.circleCells[i];if(null!==m)for(var g=this.circles,v=0,y=m;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Kt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var m=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[m+0],f[m+1],f[m+2],f[m+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var v=this.circles,y=0,x=g;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Kt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Kt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Kt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Kt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Kt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var ce=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ue(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ce,3*n)}}function fe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Kt(t.width+200,t.height+200,25)),void 0===r&&(r=new Kt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function pe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],m=new t.Point(r.anchorX,r.anchorY),g=te(m,o),v=ee(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=te(m,s).point,b=ie(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,m,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Jt,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var I=1;I<L.path.length;I++)C.push(L.path[I]);var O=2.5*k;if(l){var z=C.map((function(t){return te(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V=0;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/O)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Y=G.x+100,W=G.y+100;d.push(Y,W,k,0);var X=Y-k,Z=W-k,J=Y+k,K=W+k;if(T=T&&this.isOffscreen(X,Z,J,K),w=w||this.isInsideGrid(X,Z,J,K),!e&&this.grid.hitTestCircle(Y,W,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var m=d[p],g=m.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var v=[new t.Point(m.x1,m.y1),new t.Point(m.x2,m.y1),new t.Point(m.x2,m.y2),new t.Point(m.x1,m.y2)];t.polygonIntersectsPolygon(r,v)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},he.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return fe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var de=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};de.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new de(t?t.text:null,e,r,i),this.icon=new de(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},ve=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ye=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},xe=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function be(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function _e(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}xe.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var we=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new xe(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Te(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}we.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h="map"===l.get("text-pitch-alignment"),p="map"===l.get("text-rotation-alignment"),d=pe(n,1,this.transform.zoom),m=Qt(f,h,p,this.transform,d),g=null;if(h){var v=$t(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ye(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:m,labelToScreenMatrix:g,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},we.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=[f.textOffset0,f.textOffset1],v=be(t,r,n,g,i),y=this.collisionIndex.placeCollisionBox(_e(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(d&&0===this.collisionIndex.placeCollisionBox(_e(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return;if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(m=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:m},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}},we.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,m=a.collisionGroup,g=s.get("text-optional"),v=s.get("icon-optional"),y=s.get("text-allow-overlap"),x=s.get("icon-allow-overlap"),b="map"===s.get("text-rotation-alignment"),_="map"===s.get("text-pitch-alignment"),w="none"!==s.get("icon-text-fit"),T="viewport-y"===s.get("symbol-z-order"),k=y&&(x||!o.hasIconData()||v),A=x&&(y||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,I=null,O=0,z=0,D=0;a.textFeatureIndex?O=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(O=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length;i+=1){if(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),L&&L.box&&L.box.length)break}else L=r()};if(s.get("text-variable-anchor")){var N=s.get("text-variable-anchor");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],v=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,c,b,_,f,l,m,v,e,o,n,u);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,m.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get("text-padding"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,m.predicate,X,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?_e(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,m.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(I=Z(a.verticalIconBox)).box.length>0:(I=Z(a.iconBox)).box.length>0,S=S&&I.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=v||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get("text-ignore-placement"),o.bucketInstanceId,z,m.ID):i.collisionIndex.insertCollisionBox(p.box,s.get("text-ignore-placement"),o.bucketInstanceId,O,m.ID)),M&&I&&i.collisionIndex.insertCollisionBox(I.box,s.get("icon-ignore-placement"),o.bucketInstanceId,D,m.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get("text-ignore-placement"),o.bucketInstanceId,O,m.ID),n)){var Q=o.bucketInstanceId,$=i.collisionCircleArrays[Q];void 0===$&&($=i.collisionCircleArrays[Q]=new ve);for(var tt=0;tt<P.circles.length;tt+=4)$.circles.push(P.circles[tt+0]),$.circles.push(P.circles[tt+1]),$.circles.push(P.circles[tt+2]),$.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new ge(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},we.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},we.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},we.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new me(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:"number"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},we.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},we.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get("text-allow-overlap"),l=a.get("icon-allow-overlap"),c=a.get("text-variable-anchor"),u="map"===a.get("text-rotation-alignment"),f="map"===a.get("text-pitch-alignment"),h="none"!==a.get("icon-text-fit"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get("icon-optional")),l&&(s||!e.hasTextData()||a.get("text-optional")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},m=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,m=a.crossTileID,g=r[m],v=i.opacities[m];g?v=o:v||(v=p,i.opacities[m]=v),r[m]=!0;var y=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(y){var T=Pe(v.text),k=_?Ie:T;d(e.text,s,k);var A=w?Ie:T;d(e.text,l,A);var M=v.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,"left",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=Pe(v.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:Ie;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=v.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var I=C?Ie:L;d(e.icon,a.numVerticalIconVertices,I),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=v.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var O=e.collisionArrays[n];if(O){var z=new t.Point(0,0);if(O.textBox||O.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[m];R?(z=be(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}O.textBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||_,z.x,z.y),O.verticalTextBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&O.verticalIconBox);O.iconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,F,h?z.x:0,h?z.y:0),O.verticalIconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,!F,h?z.x:0,h?z.y:0)}}},g=0;g<e.symbolInstances.length;g++)m(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},we.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},we.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},we.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},we.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},we.prototype.setStale=function(){this.stale=!0};var ke=Math.pow(2,25),Ae=Math.pow(2,24),Me=Math.pow(2,17),Se=Math.pow(2,16),Ee=Math.pow(2,9),Le=Math.pow(2,8),Ce=Math.pow(2,1);function Pe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ke+e*Ae+r*Me+e*Se+r*Ee+e*Le+r*Ce+e}var Ie=0,Oe=function(t){this._sortAcrossTiles="viewport-y"!==t.layout.get("symbol-z-order")&&void 0!==t.layout.get("symbol-sort-key").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Oe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new we(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if("symbol"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Oe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var De=512/t.EXTENT/2,Re=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Re.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=De/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Re.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Fe=function(){this.maxCrossTileID=0};Fe.prototype.generate=function(){return++this.maxCrossTileID};var Be=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Be.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Be.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++){e.symbolInstances.get(n).crossTileID=0}this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Re(t,e.symbolInstances,e.bucketInstanceId),!0},Be.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Be.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ne=function(){this.layerIndexes={},this.crossTileIDs=new Fe,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ne.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Be);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ne.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var je=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return"source.canvas"!==t.identifier})))},Ue=t.pick(Ut,["addLayer","removeLayer","setPaintProperty","setLayoutProperty","setFilter","addSource","removeSource","setLayerZoomRange","setLight","setTransition","setGeoJSONSourceData"]),Ve=t.pick(Ut,["setCenter","setZoom","setBearing","setPitch"]),He=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a=null;null!=(a="version"===n?r:"array"===i.type?[]:{})&&(e[n]=a)}}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Ne,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast("setReferrer",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast("syncRTLPluginState",r,(function(e,r){if((t.triggerPluginCompletionEvent(e),r)&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on("data",(function(t){if("source"===t.dataType&&"metadata"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event("dataloading",{dataType:"style"}));var i="boolean"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event("dataloading",{dataType:"style"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event("dataloading",{dataType:"style"})),this._load(He,!1)},r.prototype._load=function(e,r){if(!r||!je(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast("setLayers",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event("data",{dataType:"style"})),this.fire(new t.Event("style.load"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?"@2x":"",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,".json"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,".png"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,m=l.stretchX,g=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:m,stretchY:g,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast("setImages",r._availableImages),r.fire(new t.Event("data",{dataType:"style"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();("geojson"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer "'+n+'" does not exist on source "'+i.id+'" as specified by style layer "'+e.id+'"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];"custom"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error("Style is not done loading")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];"reload"===o?this._reloadSource(a):"clear"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event("data",{dataType:"style"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies(["icons","patterns"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast("updateLayers",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),je(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=Zt(this.serialize(),e).filter((function(t){return!(t.command in Ve)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in Ue)}));if(i.length>0)throw new Error("Unimplemented: "+i.map((function(t){return t.command})).join(", ")+".");return n.forEach((function(t){"setTransition"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error("An image with this name already exists.")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event("data",{dataType:"style"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error("No image with this name exists.")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event("data",{dataType:"style"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error("There is already a source with this ID");if(!r.type)throw new Error("The type property must be defined, but the only the following properties were given: "+Object.keys(r).join(", ")+".");if(!(["vector","raster","geojson","video","image"].indexOf(r.type)>=0)||!this._validate(t.validateStyle.source,"sources."+e,r,null,n)){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error("There is no source with this ID");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source "'+e+'" cannot be removed while layer "'+r+'" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event("data",{sourceDataType:"metadata",dataType:"source",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id "'+i+'" already exists on this map')));else{var a;if("custom"===e.type){if(je(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if("object"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,"layers."+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id "'+r+'" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&"custom"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]="clear":(this._updatedSources[a.source]="reload",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id "'+r+'" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be moved.")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be removed.")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot have zoom extent.")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,"layers."+i.id+".filter",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be filtered.")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be styled.")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style.")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be styled.")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;"geojson"===o&&i?this.fire(new t.ErrorEvent(new Error("GeoJSON sources cannot have a sourceLayer parameter."))):"vector"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error("The feature id parameter must be provided."))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error("The sourceLayer parameter must be provided for vector source types.")))}else this.fire(new t.ErrorEvent(new Error("The source '"+n+"' does not exist in the map's style.")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o="vector"===a?e.sourceLayer:void 0;"vector"!==a||o?r&&"string"!=typeof e.id&&"number"!=typeof e.id?this.fire(new t.ErrorEvent(new Error("A feature id is requred to remove its specific state property."))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error("The sourceLayer parameter must be provided for vector source types.")))}else this.fire(new t.ErrorEvent(new Error("The source '"+n+"' does not exist in the map's style.")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if("vector"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error("The feature id parameter must be provided."))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error("The sourceLayer parameter must be provided for vector source types.")))}else this.fire(new t.ErrorEvent(new Error("The source '"+r+"' does not exist in the map's style.")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&"raster"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]="reload",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return"fill-extrusion"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1){var h=f[u];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var m=this._order[d];if(r(m))for(var g=i.length-1;g>=0;g--){var v=i[g].feature;if(n[v.layer.id]<d)break;p.push(v),i.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][m];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,"queryRenderedFeatures.filter",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error("parameters.layers must be an Array."))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error("The layer '"+s+"' does not exist in the map's style and cannot be queried for features."))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1){var h=f[u];c.push(o[h])}c.sort(B);for(var p=function(){var r=m[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1){var h=f[u];o.push(h)}}},d=0,m=c;d<m.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer["source-layer"],i.id);i.source=i.layer.source,i.layer["source-layer"]&&(i.sourceLayer=i.layer["source-layer"]),i.state=o}))};for(var v in s)g(v);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,"querySourceFeatures.filter",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called "'+t+'" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast("loadWorkerSource",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&je(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off("pluginStateChange",this._rtlTextPluginCallback),this._layers){this._layers[e].setEventedParent(null)}for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];if("symbol"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var m=0,g=this._order;m<g.length;m+=1){var v=g[m],y=this._layers[v];"symbol"===y.type&&this.placement.updateLayerOpacities(y,l[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var Ge=t.createLayout([{name:"a_pos",type:"Int16",components:2}]),Ye=yr("#ifdef GL_ES\nprecision mediump float;\n#else\n#if !defined(lowp)\n#define lowp\n#endif\n#if !defined(mediump)\n#define mediump\n#endif\n#if !defined(highp)\n#define highp\n#endif\n#endif","#ifdef GL_ES\nprecision highp float;\n#else\n#if !defined(lowp)\n#define lowp\n#endif\n#if !defined(mediump)\n#define mediump\n#endif\n#if !defined(highp)\n#define highp\n#endif\n#endif\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}"),We=yr("uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}"),Xe=yr("uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}"),Ze=yr("varying vec3 v_data;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define mediump float radius\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define highp vec4 stroke_color\n#pragma mapbox: define mediump float stroke_width\n#pragma mapbox: define lowp float stroke_opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize mediump float radius\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize highp vec4 stroke_color\n#pragma mapbox: initialize mediump float stroke_width\n#pragma mapbox: initialize lowp float stroke_opacity\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define mediump float radius\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define highp vec4 stroke_color\n#pragma mapbox: define mediump float stroke_width\n#pragma mapbox: define lowp float stroke_opacity\nvoid main(void) {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize mediump float radius\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize highp vec4 stroke_color\n#pragma mapbox: initialize mediump float stroke_width\n#pragma mapbox: initialize lowp float stroke_opacity\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}"),Je=yr("void main() {gl_FragColor=vec4(1.0);}","attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}"),Ke=yr("uniform highp float u_intensity;varying vec2 v_extrude;\n#pragma mapbox: define highp float weight\n#define GAUSS_COEF 0.3989422804014327\nvoid main() {\n#pragma mapbox: initialize highp float weight\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\n#pragma mapbox: define highp float weight\n#pragma mapbox: define mediump float radius\nconst highp float ZERO=1.0/255.0/16.0;\n#define GAUSS_COEF 0.3989422804014327\nvoid main(void) {\n#pragma mapbox: initialize highp float weight\n#pragma mapbox: initialize mediump float radius\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}"),Qe=yr("uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(0.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}"),$e=yr("varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}","attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}"),tr=yr("varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}","attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}"),er=yr("uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}","attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}"),rr=yr("#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float opacity\ngl_FragColor=color*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","attribute vec2 a_pos;uniform mat4 u_matrix;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float opacity\ngl_Position=u_matrix*vec4(a_pos,0,1);}"),nr=yr("varying vec2 v_pos;\n#pragma mapbox: define highp vec4 outline_color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 outline_color\n#pragma mapbox: initialize lowp float opacity\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\n#pragma mapbox: define highp vec4 outline_color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 outline_color\n#pragma mapbox: initialize lowp float opacity\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}"),ir=yr("uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}"),ar=yr("uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}"),or=yr("varying vec4 v_color;void main() {gl_FragColor=v_color;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\n#pragma mapbox: define highp float base\n#pragma mapbox: define highp float height\n#pragma mapbox: define highp vec4 color\nvoid main() {\n#pragma mapbox: initialize highp float base\n#pragma mapbox: initialize highp float height\n#pragma mapbox: initialize highp vec4 color\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}"),sr=yr("uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\n#pragma mapbox: define lowp float base\n#pragma mapbox: define lowp float height\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float base\n#pragma mapbox: initialize lowp float height\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\n#pragma mapbox: define lowp float base\n#pragma mapbox: define lowp float height\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float base\n#pragma mapbox: initialize lowp float height\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\n? a_pos\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}"),lr=yr("#ifdef GL_ES\nprecision highp float;\n#endif\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}"),cr=yr("uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\n#define PI 3.141592653589793\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}"),ur=yr("uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define scale 0.015873016\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float width\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float width\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}"),fr=yr("uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define MAX_LINE_DISTANCE 32767.0\n#define scale 0.015873016\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float width\nvoid main() {\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float width\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}"),hr=yr("uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define scale 0.015873016\n#define LINE_DISTANCE_SCALE 2.0\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define mediump float width\n#pragma mapbox: define lowp float floorwidth\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize mediump float width\n#pragma mapbox: initialize lowp float floorwidth\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}"),pr=yr("uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float width\n#pragma mapbox: define lowp float floorwidth\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float width\n#pragma mapbox: initialize lowp float floorwidth\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define scale 0.015873016\n#define LINE_DISTANCE_SCALE 2.0\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float width\n#pragma mapbox: define lowp float floorwidth\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float width\n#pragma mapbox: initialize lowp float floorwidth\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}"),dr=yr("uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}"),mr=yr("uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\ncamera_to_anchor_distance/u_camera_to_center_distance :\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}"),gr=yr("#define SDF_PX 8.0\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\ncamera_to_anchor_distance/u_camera_to_center_distance :\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}"),vr=yr("#define SDF_PX 8.0\n#define SDF 1.0\n#define ICON 0.0\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\ncamera_to_anchor_distance/u_camera_to_center_distance :\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}");function yr(t,e){var r=/#pragma mapbox: ([\w]+) ([\w]+) ([\w]+) ([\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,"define"===e?"\n#ifndef HAS_UNIFORM_u_"+a+"\nvarying "+r+" "+i+" "+a+";\n#else\nuniform "+r+" "+i+" u_"+a+";\n#endif\n":"\n#ifdef HAS_UNIFORM_u_"+a+"\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o="float"===i?"vec2":"vec4",s=a.match(/color/)?"color":o;return n[a]?"define"===e?"\n#ifndef HAS_UNIFORM_u_"+a+"\nuniform lowp float u_"+a+"_t;\nattribute "+r+" "+o+" a_"+a+";\nvarying "+r+" "+i+" "+a+";\n#else\nuniform "+r+" "+i+" u_"+a+";\n#endif\n":"vec4"===s?"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+a+" = a_"+a+";\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n":"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+a+" = unpack_mix_"+s+"(a_"+a+", u_"+a+"_t);\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n":"define"===e?"\n#ifndef HAS_UNIFORM_u_"+a+"\nuniform lowp float u_"+a+"_t;\nattribute "+r+" "+o+" a_"+a+";\n#else\nuniform "+r+" "+i+" u_"+a+";\n#endif\n":"vec4"===s?"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+r+" "+i+" "+a+" = a_"+a+";\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n":"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+r+" "+i+" "+a+" = unpack_mix_"+s+"(a_"+a+", u_"+a+"_t);\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n"}))}}var xr=Object.freeze({__proto__:null,prelude:Ye,background:We,backgroundPattern:Xe,circle:Ze,clippingMask:Je,heatmap:Ke,heatmapTexture:Qe,collisionBox:$e,collisionCircle:tr,debug:er,fill:rr,fillOutline:nr,fillOutlinePattern:ir,fillPattern:ar,fillExtrusion:or,fillExtrusionPattern:sr,hillshadePrepare:lr,hillshade:cr,line:ur,lineGradient:fr,linePattern:hr,lineSDF:pr,raster:dr,symbolIcon:mr,symbolSDF:gr,symbolTextAndIcon:vr}),br=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};br.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},br.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1){p[h].enableAttributes(u,t)}a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,m=r;d<m.length;d+=1){var g=m[d];g.bind(),g.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},br.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var _r=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push("#define OVERDRAW_INSPECTOR;");var s=o.concat(Ye.fragmentSource,e.fragmentSource).join("\n"),l=o.concat(Ye.vertexSource,e.vertexSource).join("\n"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var m=a.getActiveAttrib(this.program,d);m&&(this.attributes[m.name]=a.getAttribLocation(this.program,m.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<g;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function wr(t,e,r){var n=1/pe(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}_r.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m){var g,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[v.LINES]=2,g[v.TRIANGLES]=3,g[v.LINE_STRIP]=1,g)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new br)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,m),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Tr=function(e,r,n,i){var a=r.style.light,o=a.properties.get("position"),s=[o.x,o.y,o.z],l=t.create$1();"viewport"===a.properties.get("anchor")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get("color");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get("intensity"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},kr=function(e,r,n,i,a,o,s){return t.extend(Tr(e,r,n,i),wr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Ar=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(Ar(e),wr(n,r,i))},Sr=function(t,e){return{u_matrix:t,u_world:e}},Er=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Lr=function(e,r,n,i){var a,o,s=e.transform;if("map"===i.paint.get("circle-pitch-alignment")){var l=pe(n,1,s.zoom);a=!0,o=[l,l]}else 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o=e.transform,s=e.lineAtlas,l=jr(r,o),c="round"===n.layout.get("line-cap"),u=s.getDash(i.from,c),f=s.getDash(i.to,c),h=u.width*a.fromScale,p=f.width*a.toScale;return t.extend(Rr(e,r,n),{u_patternscale_a:[l/h,-u.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:f.y,u_mix:a.t})};function jr(t,e){return 1/pe(t,1,e.tileZoom)}function Ur(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get("line-translate"),r.paint.get("line-translate-anchor"))}var Vr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get("raster-opacity"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get("raster-brightness-min"),u_brightness_high:i.paint.get("raster-brightness-max"),u_saturation_factor:(o=i.paint.get("raster-saturation"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get("raster-contrast"),a>0?1/(1-a):1+a),u_spin_weights:Hr(i.paint.get("raster-hue-rotate"))};var a,o};function Hr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var qr,Gr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+("constant"===t||"source"===t),u_is_size_feature_constant:+("constant"===t||"camera"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Yr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(Gr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Wr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Yr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Xr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Zr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/pe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Kr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram("collisionBox"),f=[],h=0,p=0,d=0;d<i.length;d++){var m=i[d],g=r.getTile(m),v=g.getBucket(n);if(v){var y=m.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(m.posMatrix,g,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram("collisionCircle"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],I=E.circleArray[C+1],O=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,I,O,z,0),k.emplace(A++,P,I,O,z,1),k.emplace(A++,P,I,O,z,2),k.emplace(A++,P,I,O,z,3)}(!qr||qr.length<2*h)&&(qr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(qr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Pr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Qr=t.identity(new Float32Array(16));function $r(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function tn(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,m={};p.clear();for(var g=0;g<h.length;g++){var v=h.get(g),y=e.allowVerticalPlacement&&!v.placedOrientation,x=v.hidden||!v.crossTileID||y?null:i[v.crossTileID];if(x){var b=new t.Point(v.anchorX,v.anchorY),_=te(b,n?l:s),w=ee(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,v)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=$r(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?te(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<v.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&v.associatedIconIndex>=0&&(m[v.associatedIconIndex]={shiftedAnchor:S,angle:E})}else ue(v.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var I=C.get(P);if(I.hidden)ue(I.numGlyphs,d);else{var O=m[P];if(O)for(var z=0;z<I.numGlyphs;z++)t.addDynamicAttributes(d,O.shiftedAnchor,O.angle);else ue(I.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function en(t,e,r){return r.iconsInText&&e?"symbolTextAndIcon":t?"symbolSDF":"symbolIcon"}function rn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,m=e.transform,g="map"===l,v="map"===c,y=g&&"point"!==n.layout.get("symbol-placement"),x=g&&!v&&!y,b=void 0!==n.layout.get("symbol-sort-key").constantOr(1),_=e.depthModeForSublayer(0,At.ReadOnly),w=n.layout.get("text-variable-anchor"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,I=a?E.textSizeData:E.iconSizeData,O=v||0!==m.pitch,z=e.useProgram(en(P,a,E),C),D=t.evaluateSizeForZoom(I,m.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var 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rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:$})}else T.push({segments:L.segments,sortKey:0,state:$})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function nn(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function an(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get("fill-pattern"),d=p&&p.constantOr(1),m=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty("fill-outline-color")?"fillOutlinePattern":"fillOutline",s=h.LINES):(l=d?"fillPattern":"fill",s=h.TRIANGLES);for(var g=0,v=n;g<v.length;g+=1){var y=v[g],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(m));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get("fill-translate"),r.paint.get("fill-translate-anchor"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c="fillOutlinePattern"===l&&d?Er(S,t,m,x,E):Sr(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,m,x):Ar(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function on(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get("fill-extrusion-pattern"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get("fill-extrusion-opacity"),p=0,d=n;p<d.length;p+=1){var m=d[p],g=e.getTile(m),v=g.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?"fillExtrusionPattern":"fillExtrusion",y);u&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(m.posMatrix,g,r.paint.get("fill-extrusion-translate"),r.paint.get("fill-extrusion-translate-anchor")),A=r.paint.get("fill-extrusion-vertical-gradient"),M=u?kr(k,t,A,h,m,f,g):Tr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,M,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function sn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram("hillshade");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=function(t,e,r){var n=r.paint.get("hillshade-shadow-color"),i=r.paint.get("hillshade-highlight-color"),a=r.paint.get("hillshade-accent-color"),o=r.paint.get("hillshade-illumination-direction")*(Math.PI/180);"viewport"===r.paint.get("hillshade-illumination-anchor")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Dr(t,e.tileID),u_light:[r.paint.get("hillshade-exaggeration"),o],u_shadow:n,u_highlight:i,u_accent:a}}(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function ln(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var m=r.fbo;if(!m){var g=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);g.bind(c.LINEAR,c.CLAMP_TO_EDGE),(m=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(m.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram("hillshadePrepare").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function cn(e,r,n,i,a){var o=i.paint.get("raster-fade-duration");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var un=new t.Color(1,0,0,1),fn=new t.Color(0,1,0,1),hn=new t.Color(0,0,1,1),pn=new t.Color(1,0,1,1),dn=new t.Color(0,1,1,1);function mn(t){var e=t.transform.padding;gn(t,t.transform.height-(e.top||0),3,un),gn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,hn),vn(t,t.transform.width-(e.right||0),3,pn);var r=t.transform.centerPoint;!function(t,e,r,n){yn(t,e-1,r-10,2,20,n),yn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,dn)}function gn(t,e,r,n){yn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){yn(t,e-r/2,0,r,t.transform.height,n)}function yn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function xn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram("debug"),l=At.disabled,c=Mt.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),"$debug",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=f&&f.byteLength||0,p=Math.floor(h/1024),d=r.getTile(n).tileSize,m=512/Math.min(d,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=" => "+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext("2d");i.clearRect(0,0,r.width,r.height),i.shadowColor="white",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle="white",i.textBaseline="top",i.font="bold 36px Open Sans, sans-serif",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+" 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_=Math.pow(2,l.zoom-d.tileID.overscaledZ);tn(m,c,u,s,t.symbolSize,l,x,p.posMatrix,_,v,b)}}}}(i,e,n,r,n.layout.get("text-rotation-alignment"),n.layout.get("text-pitch-alignment"),a),0!==n.paint.get("icon-opacity").constantOr(1)&&rn(e,r,n,i,!1,n.paint.get("icon-translate"),n.paint.get("icon-translate-anchor"),n.layout.get("icon-rotation-alignment"),n.layout.get("icon-pitch-alignment"),n.layout.get("icon-keep-upright"),o,s),0!==n.paint.get("text-opacity").constantOr(1)&&rn(e,r,n,i,!0,n.paint.get("text-translate"),n.paint.get("text-translate-anchor"),n.layout.get("text-rotation-alignment"),n.layout.get("text-pitch-alignment"),n.layout.get("text-keep-upright"),o,s),r.map.showCollisionBoxes&&(Kr(e,r,n,i,n.paint.get("text-translate"),n.paint.get("text-translate-anchor"),!0),Kr(e,r,n,i,n.paint.get("icon-translate"),n.paint.get("icon-translate-anchor"),!1))}},circle:function(e,r,n,i){if("translucent"===e.renderPass){var a=n.paint.get("circle-opacity"),o=n.paint.get("circle-stroke-width"),s=n.paint.get("circle-stroke-opacity"),l=void 0!==n.layout.get("circle-sort-key").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,At.ReadOnly),h=Mt.disabled,p=e.colorModeForRenderPass(),d=[],m=0;m<i.length;m++){var g=i[m],v=r.getTile(g),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram("circle",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Lr(e,g,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,I=S.uniformValues,O=M.segments;L.draw(c,u.TRIANGLES,f,h,p,Et.disabled,I,n.id,C,P,O,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get("heatmap-opacity"))if("offscreen"===e.renderPass){var a=e.context,o=a.gl,s=Mt.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram("heatmap",p),m=e.transform.zoom;d.draw(a,o.TRIANGLES,At.disabled,s,l,Et.disabled,zr(u.posMatrix,f,m,n.paint.get("heatmap-intensity")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else"translucent"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(!a)return;n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA));o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram("heatmapTexture").draw(n,i.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get("heatmap-opacity")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}(e,n))},line:function(e,r,n,i){if("translucent"===e.renderPass){var a=n.paint.get("line-opacity"),o=n.paint.get("line-width");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,At.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get("line-dasharray"),u=n.paint.get("line-pattern"),f=u.constantOr(1),h=n.paint.get("line-gradient"),p=n.getCrossfadeParameters(),d=f?"linePattern":c?"lineSDF":h?"lineGradient":"line",m=e.context,g=m.gl,v=!0;if(h){m.activeTexture.set(g.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(m,n.gradient,g.RGBA)),y.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=v||M.program!==A,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var I=f?Br(e,w,n,p):c?Nr(e,w,n,c,p):h?Fr(e,w,n):Rr(e,w,n);f?(m.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(m.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(m)),M.draw(m,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get("fill-color"),o=n.paint.get("fill-opacity");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get("fill-pattern"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?"opaque":"translucent";if(e.renderPass===c){var u=e.depthModeForSublayer(1,"opaque"===e.renderPass?At.ReadWrite:At.ReadOnly);an(e,r,n,i,u,s,!1)}if("translucent"===e.renderPass&&n.paint.get("fill-antialias")){var f=e.depthModeForSublayer(n.getPaintProperty("fill-outline-color")?2:0,At.ReadOnly);an(e,r,n,i,f,s,!0)}}},"fill-extrusion":function(t,e,r,n){var i=r.paint.get("fill-extrusion-opacity");if(0!==i&&"translucent"===t.renderPass){var a=new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get("fill-extrusion-pattern").constantOr(1))on(t,e,r,n,a,Mt.disabled,St.disabled),on(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();on(t,e,r,n,a,Mt.disabled,o)}}},hillshade:function(t,e,r,n){if("offscreen"===t.renderPass||"translucent"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,At.ReadOnly),s=t.colorModeForRenderPass(),l="translucent"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&"offscreen"===t.renderPass?ln(t,p,r,a,o,Mt.disabled,s):"translucent"===t.renderPass&&sn(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if("translucent"===t.renderPass&&0!==r.paint.get("raster-opacity")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram("raster"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,m=f;d<m.length;d+=1){var g=m[d],v=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get("raster-opacity")?At.ReadWrite:At.ReadOnly,a.LESS),y=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);y.registerFadeDuration(r.paint.get("raster-fade-duration"));var b=e.findLoadedParent(g,0),_=cn(y,b,e,r,t.transform),w=void 0,T=void 0,k="nearest"===r.paint.get("raster-resampling")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Vr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,v,Mt.disabled,l,Et.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[g.overscaledZ],l,Et.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get("background-color"),i=r.paint.get("background-opacity");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get("background-pattern");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?"opaque":"translucent";if(t.renderPass===u){var f=Mt.disabled,h=t.depthModeForSublayer(0,"opaque"===u?At.ReadWrite:At.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?"backgroundPattern":"background"),m=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),v=0,y=m;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Zr(b,i,t,c,{tileID:x,tileSize:l},g):Xr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)xn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if("offscreen"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if("translucent"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Mt.disabled);var o="3d"===i.renderingMode?new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,At.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},_n=function(t,e){this.context=new Lt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ne,this.gpuTimers={}};_n.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},_n.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ge.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ge.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ge.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Mt({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},_n.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram("clippingMask").draw(e,r.TRIANGLES,At.disabled,this.stencilClearMode,St.disabled,Et.disabled,Or(n),"$clipping",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},_n.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(At.disabled);var i=this.useProgram("clippingMask");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,At.disabled,new Mt({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Or(s.posMatrix),"$clipping",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},_n.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Mt({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Mt({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Mt({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Mt.disabled,e),n]},_n.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){return new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0])}return"opaque"===this.renderPass?St.unblended:St.alphaBlended},_n.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return At.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new At(r||this.context.gl.LEQUAL,e,[n,n])},_n.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},_n.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var m=0;m<i.length;m++){var g=i[m];if(this.style._layers[g].is3D()){this.opaquePassCutoff=m;break}}this.renderPass="offscreen";for(var v=0,y=i;v<y.length;v+=1){var x=y[v],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];("custom"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass="opaque",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass="translucent",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=("symbol"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&bn.debug(this,l,l.getVisibleCoordinates()));this.options.showPadding&&mn(this),this.context.setDefault()},_n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||("background"===r.type||"custom"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),bn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},_n.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},_n.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},_n.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},_n.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},_n.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?"map"===i?this.transform.angle:0:"viewport"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:pe(r,n[0],this.transform.zoom),a?n[1]:pe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},_n.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},_n.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},_n.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},_n.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=""+t+(e?e.cacheKey:"")+(this._showOverdrawInspector?"/overdraw":"");return this.cache[r]||(this.cache[r]=new _r(this.context,xr[t],e,Jr[t],this._showOverdrawInspector)),this.cache[r]},_n.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},_n.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},_n.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement("canvas"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},_n.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var wn=function(t,e){this.points=t,this.planes=e};wn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new wn(a,o)};var Tn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Tn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Tn(n,i)},Tn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Tn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Tn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var kn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error("Invalid value for edge-insets, top, bottom, left and right must all be numbers");this.top=t,this.bottom=e,this.left=r,this.right=n};kn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},kn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},kn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},kn.prototype.clone=function(){return new kn(this.top,this.bottom,this.left,this.right)},kn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var An=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new kn,this._posMatrixCache={},this._alignedPosMatrixCache={}},Mn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};An.prototype.clone=function(){var t=new An(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Mn.minZoom.get=function(){return this._minZoom},Mn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Mn.maxZoom.get=function(){return this._maxZoom},Mn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Mn.minPitch.get=function(){return this._minPitch},Mn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Mn.maxPitch.get=function(){return this._maxPitch},Mn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Mn.renderWorldCopies.get=function(){return this._renderWorldCopies},Mn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Mn.worldSize.get=function(){return this.tileSize*this.scale},Mn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Mn.size.get=function(){return new t.Point(this.width,this.height)},Mn.bearing.get=function(){return-this.angle/Math.PI*180},Mn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Mn.pitch.get=function(){return this._pitch/Math.PI*180},Mn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Mn.fov.get=function(){return this._fov/Math.PI*180},Mn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Mn.zoom.get=function(){return this._zoom},Mn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Mn.center.get=function(){return this._center},Mn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Mn.padding.get=function(){return this._edgeInsets.toJSON()},Mn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Mn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},An.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},An.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},An.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},An.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},An.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=wn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Tn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var m=u.pop(),g=m.x,v=m.y,y=m.fullyVisible;if(!y){var x=m.aabb.intersects(s);if(0===x)continue;y=2===x}var b=m.aabb.distanceX(o),_=m.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-m.zoom)-2;if(m.zoom===h||w>T&&m.zoom>=l)f.push({tileID:new t.OverscaledTileID(m.zoom===h?p:m.zoom,m.wrap,m.zoom,g,v),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-v])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(v<<1)+(k>>1);u.push({aabb:m.aabb.quadrant(k),zoom:m.zoom+1,x:A,y:M,wrap:m.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},An.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Mn.unmodified.get=function(){return this._unmodified},An.prototype.zoomScale=function(t){return Math.pow(2,t)},An.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},An.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},An.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Mn.point.get=function(){return this.project(this.center)},An.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},An.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},An.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},An.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},An.prototype.coordinateLocation=function(t){return t.toLngLat()},An.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,f=n[2]/a,h=u===f?0:(0-u)/(f-u);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,c,h)/this.worldSize)},An.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},An.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},An.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},An.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},An.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},An.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},An.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var m=p.y,g=c.y/2;m-g<a&&(i=a+g),m+g>o&&(i=o-g)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},An.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,u,c),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),m=Math.sin(this.angle),g=s-Math.round(s)+d*h+m*p,v=l-Math.round(l)+d*p+m*h,y=new Float64Array(f);if(t.translate(y,y,[g>.5?g-1:g,v>.5?v-1:v,0]),this.alignedProjMatrix=y,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error("failed to invert matrix");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},An.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},An.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},An.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(An.prototype,Mn);var Sn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll(["_getCurrentHash","_onHashChange","_updateHash"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};Sn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener("hashchange",this._onHashChange,!1),this._map.on("moveend",this._updateHash),this},Sn.prototype.remove=function(){return t.window.removeEventListener("hashchange",this._onHashChange,!1),this._map.off("moveend",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},Sn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u="";if(u+=e?"/"+o+"/"+s+"/"+n:n+"/"+s+"/"+o,(l||c)&&(u+="/"+Math.round(10*l)/10),c&&(u+="/"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split("&").map((function(t){var e=t.split("=")[0];return e===f?(h=!0,e+"="+u):t})).filter((function(t){return t}));return h||p.push(f+"="+u),"#"+p.join("&")}return"#"+u},Sn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace("#","");return this._hashName?(n.split("&").map((function(t){return t.split("=")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||"").split("/")):n.split("/")},Sn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},Sn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,"",e)}catch(t){}};var En={linearity:.3,easing:t.bezier(0,0,.3,1)},Ln=t.extend({deceleration:2500,maxSpeed:1400},En),Cn=t.extend({deceleration:20,maxSpeed:1400},En),Pn=t.extend({deceleration:1e3,maxSpeed:360},En),In=t.extend({deceleration:1e3,maxSpeed:90},En),On=function(t){this._map=t,this.clear()};function zn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Dn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}On.prototype.clear=function(){this._inertiaBuffer=[]},On.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},On.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},On.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Dn(r.pan.mag(),o,t.extend({},Ln,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,zn(s,l)}if(r.zoom){var c=Dn(r.zoom,o,Cn);s.zoom=this._map.transform.zoom+c.amount,zn(s,c)}if(r.bearing){var u=Dn(r.bearing,o,Pn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),zn(s,u)}if(r.pitch){var f=Dn(r.pitch,o,In);s.pitch=this._map.transform.pitch+f.amount,zn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Rn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Fn=function(e){function n(n,i,a){var o="touchend"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Bn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Nn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Nn.prototype.reset=function(){delete this._mousedownPos},Nn.prototype.wheel=function(t){return this._firePreventable(new Bn(t.type,this._map,t))},Nn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseup=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.dblclick=function(t){return this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseover=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.mouseout=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.touchstart=function(t){return this._firePreventable(new Fn(t.type,this._map,t))},Nn.prototype.touchmove=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchend=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchcancel=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Nn.prototype.isEnabled=function(){return!0},Nn.prototype.isActive=function(){return!1},Nn.prototype.enable=function(){},Nn.prototype.disable=function(){};var jn=function(t){this._map=t};jn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},jn.prototype.mousemove=function(t){this._map.fire(new Rn(t.type,this._map,t))},jn.prototype.mousedown=function(){this._delayContextMenu=!0},jn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Rn("contextmenu",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},jn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Rn(t.type,this._map,t)),this._map.listens("contextmenu")&&t.preventDefault()},jn.prototype.isEnabled=function(){return!0},jn.prototype.isActive=function(){return!1},jn.prototype.enable=function(){},jn.prototype.disable=function(){};var Un=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Vn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Un.prototype.isEnabled=function(){return!!this._enabled},Un.prototype.isActive=function(){return!!this._active},Un.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Un.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Un.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Un.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create("div","mapboxgl-boxzoom",this._container),this._container.classList.add("mapboxgl-crosshair"),this._fireEvent("boxzoomstart",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,"translate("+a+"px,"+s+"px)"),this._box.style.width=o-a+"px",this._box.style.height=l-s+"px"}}},Un.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event("boxzoomend",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent("boxzoomcancel",e)}},Un.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent("boxzoomcancel",t))},Un.prototype.reset=function(){this._active=!1,this._container.classList.remove("mapboxgl-crosshair"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Un.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Hn=function(t){this.reset(),this.numTouches=t.numTouches};Hn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Hn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Vn(n,r)))},Hn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Vn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Hn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var qn=function(t){this.singleTap=new Hn(t),this.numTaps=t.numTaps,this.reset()};qn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},qn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},qn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},qn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Gn=function(){this._zoomIn=new qn({numTouches:1,numTaps:2}),this._zoomOut=new qn({numTouches:2,numTaps:1}),this.reset()};Gn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Gn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Gn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Gn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Gn.prototype.touchcancel=function(){this.reset()},Gn.prototype.enable=function(){this._enabled=!0},Gn.prototype.disable=function(){this._enabled=!1,this.reset()},Gn.prototype.isEnabled=function(){return this._enabled},Gn.prototype.isActive=function(){return this._active};var Yn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Yn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Yn.prototype._correctButton=function(t,e){return!1},Yn.prototype._move=function(t,e){return{}},Yn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Yn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Yn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Yn.prototype.enable=function(){this._enabled=!0},Yn.prototype.disable=function(){this._enabled=!1,this.reset()},Yn.prototype.isEnabled=function(){return this._enabled},Yn.prototype.isActive=function(){return this._active};var Wn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Yn),Xn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Zn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Jn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Jn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Jn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Jn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Jn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Vn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(){this.reset()};function Qn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}Kn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Kn.prototype._start=function(t){},Kn.prototype._move=function(t,e,r){return{}},Kn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Kn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=Qn(r,e,i),s=Qn(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},Kn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=Qn(n,e,a),l=Qn(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},Kn.prototype.touchcancel=function(){this.reset()},Kn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&"center"===t.around},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};function $n(t,e){return Math.log(t/e)/Math.LN2}var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs($n(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:$n(this._distance,r),pinchAround:e}},e}(Kn);function ei(t,e){return 180*t.angleWith(e)/Math.PI}var ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:ei(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=ei(t,this._startVector);return Math.abs(r)<e},e}(Kn);function ni(t){return Math.abs(t.y)>Math.abs(t.x)}var ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ni(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid){this._lastPoints=t,this._active=!0;return{pitchDelta:-.5*((n.y+i.y)/2)}}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ni(t)&&ni(e)&&a}},e}(Kn),ai={panStep:100,bearingStep:15,pitchStep:10},oi=function(){var t=ai;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function si(t){return t*(2-t)}oi.prototype.reset=function(){this._active=!1},oi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:"keyboardHandler",easing:si,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},oi.prototype.enable=function(){this._enabled=!0},oi.prototype.disable=function(){this._enabled=!1,this.reset()},oi.prototype.isEnabled=function(){return this._enabled},oi.prototype.isActive=function(){return this._active};var li=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll(["_onWheel","_onTimeout","_onScrollFrame","_onScrollFinished"],this)};li.prototype.setZoomRate=function(t){this._defaultZoomRate=t},li.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},li.prototype.isEnabled=function(){return!!this._enabled},li.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},li.prototype.isZooming=function(){return!!this._zooming},li.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&"center"===t.around)},li.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},li.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type="wheel":0!==r&&Math.abs(r)<4?this._type="trackpad":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?"trackpad":"wheel",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},li.prototype._onTimeout=function(t){this._type="wheel",this._delta-=this._lastValue,this._active||this._start(t)},li.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},li.prototype.renderFrame=function(){return this._onScrollFrame()},li.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n="wheel"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a="number"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),"wheel"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s="number"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if("wheel"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},li.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},li.prototype.reset=function(){this._active=!1};var ci=function(t,e){this._clickZoom=t,this._tapZoom=e};ci.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},ci.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},ci.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},ci.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var ui=function(){this.reset()};ui.prototype.reset=function(){this._active=!1},ui.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},ui.prototype.enable=function(){this._enabled=!0},ui.prototype.disable=function(){this._enabled=!1,this.reset()},ui.prototype.isEnabled=function(){return this._enabled},ui.prototype.isActive=function(){return this._active};var fi=function(){this._tap=new qn({numTouches:1,numTaps:1}),this.reset()};fi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},fi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},fi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},fi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},fi.prototype.touchcancel=function(){this.reset()},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var hi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};hi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add("mapboxgl-touch-drag-pan")},hi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove("mapboxgl-touch-drag-pan")},hi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},hi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var pi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};pi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},pi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},pi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},pi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var di=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};di.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add("mapboxgl-touch-zoom-rotate")},di.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove("mapboxgl-touch-zoom-rotate")},di.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},di.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},di.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},di.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var mi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function vi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var yi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new On(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll(["handleEvent","handleWindowEvent"],this);var i=this._el;this._listeners=[[i,"touchstart",{passive:!1}],[i,"touchmove",{passive:!1}],[i,"touchend",void 0],[i,"touchcancel",void 0],[i,"mousedown",void 0],[i,"mousemove",void 0],[i,"mouseup",void 0],[t.window.document,"mousemove",{capture:!0}],[t.window.document,"mouseup",void 0],[i,"mouseover",void 0],[i,"mouseout",void 0],[i,"dblclick",void 0],[i,"click",void 0],[i,"keydown",{capture:!1}],[i,"keyup",void 0],[i,"wheel",{passive:!1}],[i,"contextmenu",void 0],[t.window,"blur",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};yi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},yi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add("mapEvent",new Nn(e,t));var n=e.boxZoom=new Un(e,t);this._add("boxZoom",n);var i=new Gn,a=new ui;e.doubleClickZoom=new ci(a,i),this._add("tapZoom",i),this._add("clickZoom",a);var o=new fi;this._add("tapDragZoom",o);var s=e.touchPitch=new ii;this._add("touchPitch",s);var l=new Xn(t),c=new Zn(t);e.dragRotate=new pi(t,l,c),this._add("mouseRotate",l,["mousePitch"]),this._add("mousePitch",c,["mouseRotate"]);var u=new Wn(t),f=new Jn(t);e.dragPan=new hi(r,u,f),this._add("mousePan",u),this._add("touchPan",f,["touchZoom","touchRotate"]);var h=new ri,p=new ti;e.touchZoomRotate=new di(r,p,h,o),this._add("touchRotate",h,["touchPan","touchZoom"]),this._add("touchZoom",p,["touchPan","touchRotate"]);var d=e.scrollZoom=new li(e,this);this._add("scrollZoom",d,["mousePan"]);var m=e.keyboard=new oi;this._add("keyboard",m),this._add("blockableMapEvent",new jn(e));for(var g=0,v=["boxZoom","doubleClickZoom","tapDragZoom","touchPitch","dragRotate","dragPan","touchZoomRotate","scrollZoom","keyboard"];g<v.length;g+=1){var y=v[g];t.interactive&&t[y]&&e[y].enable(t[y])}},yi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},yi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1){e[t].handler.reset()}this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},yi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1){if(e[t].handler.isActive())return!0}return!1},yi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},yi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},yi.prototype.isMoving=function(){return Boolean(mi(this._eventsInProgress))||this.isZooming()},yi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},yi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+"Window")},yi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},yi.prototype.handleEvent=function(t,e){if("blur"!==t.type){this._updatingCamera=!0;for(var n="renderFrame"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var m=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(m=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,m,h,n),m&&m.needsRenderFrame&&this._triggerRenderFrame()),(m||p.isActive())&&(o[h]=p)}}var g={};for(var v in this._previousActiveHandlers)o[v]||(g[v]=n);this._previousActiveHandlers=o,(Object.keys(g).length||vi(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||vi(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},yi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},yi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},yi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!vi(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},yi.prototype._fireEvents=function(e,r){var n=this,i=mi(this._eventsInProgress),a=mi(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+"start"]=l),this._eventsInProgress[s]=e[s]}for(var c in!i&&a&&this._fireEvent("movestart",a.originalEvent),o)this._fireEvent(c,o[c]);for(var u in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent("move",a.originalEvent),e){var f=e[u].originalEvent;this._fireEvent(u,f)}var h,p={};for(var d in this._eventsInProgress){var m=this._eventsInProgress[d],g=m.handlerName,v=m.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||v,p[d+"end"]=h)}for(var y in p)this._fireEvent(y,p[y]);var x=mi(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event("moveend",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},yi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new gi("renderFrame",{timeStamp:e})),t._applyChanges()})))};var xi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll(["_renderFrameCallback"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if("number"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),m=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/m.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/m.y;if(!(v<0||g<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(g,v)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(w)),zoom:y,bearing:n}}t.warnOnce("Map cannot fit within canvas with the given bounds, padding, and/or offset.")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return"zoom"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),"bearing"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),"pitch"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event("movestart",r)).fire(new t.Event("move",r)),i&&this.fire(new t.Event("zoomstart",r)).fire(new t.Event("zoom",r)).fire(new t.Event("zoomend",r)),a&&this.fire(new t.Event("rotatestart",r)).fire(new t.Event("rotate",r)).fire(new t.Event("rotateend",r)),o&&this.fire(new t.Event("pitchstart",r)).fire(new t.Event("pitch",r)).fire(new t.Event("pitchend",r)),this.fire(new t.Event("moveend",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c="zoom"in e?+e.zoom:a,u="bearing"in e?this._normalizeBearing(e.bearing,o):o,f="pitch"in e?+e.pitch:s,h="padding"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),m=i.pointLocation(d),g=t.LngLat.convert(e.center||m);this._normalizeCenter(g);var v,y,x=i.project(m),b=i.project(g).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var m=i.zoomScale(i.zoom-a),g=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(m));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event("movestart",e)),this._zooming&&!n.zooming&&this.fire(new t.Event("zoomstart",e)),this._rotating&&!n.rotating&&this.fire(new t.Event("rotatestart",e)),this._pitching&&!n.pitching&&this.fire(new t.Event("pitchstart",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event("move",e)),this._zooming&&this.fire(new t.Event("zoom",e)),this._rotating&&this.fire(new t.Event("rotate",e)),this._pitching&&this.fire(new t.Event("pitch",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event("zoomend",e)),i&&this.fire(new t.Event("rotateend",e)),a&&this.fire(new t.Event("pitchend",e)),this.fire(new t.Event("moveend",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,["center","zoom","bearing","pitch","around"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u="zoom"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f="bearing"in e?this._normalizeBearing(e.bearing,s):s,h="pitch"in e?+e.pitch:l,p="padding"in e?e.padding:a.padding,d=a.zoomScale(u-o),m=t.Point.convert(e.offset),g=a.centerPoint.add(m),v=a.pointLocation(g),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if("minZoom"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return C(P)/C(P+_*t)},O=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,O=function(){return 0},I=function(t){return Math.exp(D*_*t)}}if("duration"in e)e.duration=+e.duration;else{var R="screenSpeed"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/I(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),g=a.centerPoint.add(m));var v=1===e?y:a.unproject(x.add(b.mult(O(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),bi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll(["_updateEditLink","_updateData","_updateCompact"],this)};bi.prototype.getDefaultPosition=function(){return"bottom-right"},bi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-attrib"),this._innerContainer=r.create("div","mapboxgl-ctrl-attrib-inner",this._container),e&&this._container.classList.add("mapboxgl-compact"),this._updateAttributions(),this._updateEditLink(),this._map.on("styledata",this._updateData),this._map.on("sourcedata",this._updateData),this._map.on("moveend",this._updateEditLink),void 0===e&&(this._map.on("resize",this._updateCompact),this._updateCompact()),this._container},bi.prototype.onRemove=function(){r.remove(this._container),this._map.off("styledata",this._updateData),this._map.off("sourcedata",this._updateData),this._map.off("moveend",this._updateEditLink),this._map.off("resize",this._updateCompact),this._map=void 0,this._attribHTML=void 0},bi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(".mapbox-improve-map"));var r=[{key:"owner",value:this.styleOwner},{key:"id",value:this.styleId},{key:"access_token",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+"="+e.value+(n<r.length-1?"&":"")),t}),"?");e.href=t.config.FEEDBACK_URL+"/"+n+(this._map._hash?this._map._hash.getHashString(!0):""),e.rel="noopener nofollow"}},bi.prototype._updateData=function(t){!t||"metadata"!==t.sourceDataType&&"style"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},bi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return"string"!=typeof t?"":t}))):"string"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(" | ");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove("mapboxgl-attrib-empty")):this._container.classList.add("mapboxgl-attrib-empty"),this._editLink=null)}},bi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add("mapboxgl-compact"):this._container.classList.remove("mapboxgl-compact")};var _i=function(){t.bindAll(["_updateLogo"],this),t.bindAll(["_updateCompact"],this)};_i.prototype.onAdd=function(t){this._map=t,this._container=r.create("div","mapboxgl-ctrl");var e=r.create("a","mapboxgl-ctrl-logo");return e.target="_blank",e.rel="noopener nofollow",e.href="https://www.mapbox.com/",e.setAttribute("aria-label",this._map._getUIString("LogoControl.Title")),e.setAttribute("rel","noopener nofollow"),this._container.appendChild(e),this._container.style.display="none",this._map.on("sourcedata",this._updateLogo),this._updateLogo(),this._map.on("resize",this._updateCompact),this._updateCompact(),this._container},_i.prototype.onRemove=function(){r.remove(this._container),this._map.off("sourcedata",this._updateLogo),this._map.off("resize",this._updateCompact)},_i.prototype.getDefaultPosition=function(){return"bottom-left"},_i.prototype._updateLogo=function(t){t&&"metadata"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?"block":"none")},_i.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t){if(t[e].getSource().mapbox_logo)return!0}return!1}},_i.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add("mapboxgl-compact"):e.classList.remove("mapboxgl-compact")}};var wi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};wi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},wi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},wi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},wi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ti={"FullscreenControl.Enter":"Enter fullscreen","FullscreenControl.Exit":"Exit fullscreen","GeolocateControl.FindMyLocation":"Find my location","GeolocateControl.LocationNotAvailable":"Location not available","LogoControl.Title":"Mapbox logo","NavigationControl.ResetBearing":"Reset bearing to north","NavigationControl.ZoomIn":"Zoom in","NavigationControl.ZoomOut":"Zoom out","ScaleControl.Feet":"ft","ScaleControl.Meters":"m","ScaleControl.Kilometers":"km","ScaleControl.Miles":"mi","ScaleControl.NauticalMiles":"nm"},ki=t.window.HTMLImageElement,Ai=t.window.HTMLElement,Mi=t.window.ImageBitmap,Si={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:"sans-serif",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ei=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Si,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error("maxZoom must be greater than or equal to minZoom");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error("maxPitch must be greater than or equal to minPitch");if(null!=e.minPitch&&e.minPitch<0)throw new Error("minPitch must be greater than or equal to 0");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error("maxPitch must be less than or equal to 60");var i=new An(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new wi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ti,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),"string"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error("Container '"+e.container+"' not found.")}else{if(!(e.container instanceof Ai))throw new Error("Invalid type: 'container' must be a String or HTMLElement.");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll(["_onWindowOnline","_onWindowResize","_contextLost","_contextRestored"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error("Failed to initialize WebGL.");this.on("move",(function(){return r._update(!1)})),this.on("moveend",(function(){return r._update(!1)})),this.on("zoom",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener("online",this._onWindowOnline,!1),t.window.addEventListener("resize",this._onWindowResize,!1)),this.handlers=new yi(this,e);var a="string"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new Sn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new bi({customAttribution:e.customAttribution})),this.addControl(new _i,e.logoPosition),this.on("style.load",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on("data",(function(e){r._update("style"===e.dataType),r.fire(new t.Event(e.dataType+"data",e))})),this.on("dataloading",(function(e){r.fire(new t.Event(e.dataType+"dataloading",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r="top-right"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error("Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf("bottom")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error("Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event("movestart",e)).fire(new t.Event("move",e))),this.fire(new t.Event("resize",e)),a&&this.fire(new t.Event("moveend",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error("minZoom must be between -2 and the current maxZoom, inclusive")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error("maxZoom must be greater than the current minZoom")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error("minPitch must be greater than or equal to 0");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error("minPitch must be between 0 and the current maxPitch, inclusive")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error("maxPitch must be less than or equal to 60");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error("maxPitch must be greater than the current minPitch")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if("mouseenter"===t||"mouseover"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Rn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if("mouseleave"===t||"mouseout"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Rn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Rn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||"number"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error("Missing UI string '"+t+"'");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),"string"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if("string"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else"object"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce("Unable to perform style diff: "+(n.message||n.error||n)+".  Rebuilding the style from scratch."),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce("There is no style added to the map.")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error("There is no source with ID '"+e+"'")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if("loaded"!==i.state&&"errored"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof ki||Mi&&r instanceof Mi){var c=t.browser.getImageData(r),u=c.width,f=c.height,h=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error("Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`")));var p=r.width,d=r.height,m=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(m)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error("The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.")));var i=r instanceof ki||Mi&&r instanceof Mi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error("Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error("The width and height of the updated image must be that same as the previous version of the image")));var l=!(r instanceof ki||Mi&&r instanceof Mi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error("Missing required image id"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){"rgb(250, 128, 114)"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue("background-color")&&t.warnOnce("This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add("mapboxgl-map"),(this._missingCSSCanary=r.create("div","mapboxgl-canary",t)).style.visibility="hidden",this._detectMissingCSS();var e=this._canvasContainer=r.create("div","mapboxgl-canvas-container",t);this._interactive&&e.classList.add("mapboxgl-interactive"),this._canvas=r.create("canvas","mapboxgl-canvas",e),this._canvas.addEventListener("webglcontextlost",this._contextLost,!1),this._canvas.addEventListener("webglcontextrestored",this._contextRestored,!1),this._canvas.setAttribute("tabindex","0"),this._canvas.setAttribute("aria-label","Map");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create("div","mapboxgl-control-container",t),a=this._controlPositions={};["top-left","top-right","bottom-left","bottom-right"].forEach((function(t){a[t]=r.create("div","mapboxgl-ctrl-"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+"px",this._canvas.style.height=r+"px"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext("webgl",r)||this._canvas.getContext("experimental-webgl",r);n?(this.painter=new _n(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error("Failed to initialize WebGL")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event("webglcontextlost",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event("webglcontextrestored",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens("gpu-timing-frame")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens("gpu-timing-layer")}),this.fire(new t.Event("render")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event("load"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens("gpu-timing-frame")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event("gpu-timing-frame",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens("gpu-timing-layer")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event("gpu-timing-layer",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event("idle"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1){r[e].onRemove(this)}this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener("resize",this._onWindowResize,!1),t.window.removeEventListener("online",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension("WEBGL_lose_context");n&&n.loseContext(),Li(this._canvasContainer),Li(this._controlContainer),Li(this._missingCSSCanary),this._container.classList.remove("mapboxgl-map"),this._removed=!0,this.fire(new t.Event("remove"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(xi);function Li(t){t.parentNode&&t.parentNode.removeChild(t)}var Ci={showCompass:!0,showZoom:!0,visualizePitch:!1},Pi=function(e){var n=this;this.options=t.extend({},Ci,e),this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-group"),this._container.addEventListener("contextmenu",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll(["_setButtonTitle","_updateZoomButtons"],this),this._zoomInButton=this._createButton("mapboxgl-ctrl-zoom-in",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create("span","mapboxgl-ctrl-icon",this._zoomInButton).setAttribute("aria-hidden",!0),this._zoomOutButton=this._createButton("mapboxgl-ctrl-zoom-out",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create("span","mapboxgl-ctrl-icon",this._zoomOutButton).setAttribute("aria-hidden",!0)),this.options.showCompass&&(t.bindAll(["_rotateCompassArrow"],this),this._compass=this._createButton("mapboxgl-ctrl-compass",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create("span","mapboxgl-ctrl-icon",this._compass),this._compassIcon.setAttribute("aria-hidden",!0))};Pi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Pi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?"scale("+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+") rotateX("+this._map.transform.pitch+"deg) rotateZ("+this._map.transform.angle*(180/Math.PI)+"deg)":"rotate("+this._map.transform.angle*(180/Math.PI)+"deg)";this._compassIcon.style.transform=t},Pi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,"ZoomIn"),this._setButtonTitle(this._zoomOutButton,"ZoomOut"),this._map.on("zoom",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,"ResetBearing"),this.options.visualizePitch&&this._map.on("pitch",this._rotateCompassArrow),this._map.on("rotate",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ii(this._map,this._compass,this.options.visualizePitch)),this._container},Pi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off("zoom",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off("pitch",this._rotateCompassArrow),this._map.off("rotate",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Pi.prototype._createButton=function(t,e){var n=r.create("button",t,this._container);return n.type="button",n.addEventListener("click",e),n},Pi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString("NavigationControl."+e);t.title=r,t.setAttribute("aria-label",r)};var Ii=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Xn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Zn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll(["mousedown","mousemove","mouseup","touchstart","touchmove","touchend","reset"],this),r.addEventListener(n,"mousedown",this.mousedown),r.addEventListener(n,"touchstart",this.touchstart,{passive:!1}),r.addEventListener(n,"touchmove",this.touchmove),r.addEventListener(n,"touchend",this.touchend),r.addEventListener(n,"touchcancel",this.reset)};function Oi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ii.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ii.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ii.prototype.off=function(){var t=this.element;r.removeEventListener(t,"mousedown",this.mousedown),r.removeEventListener(t,"touchstart",this.touchstart,{passive:!1}),r.removeEventListener(t,"touchmove",this.touchmove),r.removeEventListener(t,"touchend",this.touchend),r.removeEventListener(t,"touchcancel",this.reset),this.offTemp()},Ii.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,"mousemove",this.mousemove),r.removeEventListener(t.window,"mouseup",this.mouseup)},Ii.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,"mousemove",this.mousemove),r.addEventListener(t.window,"mouseup",this.mouseup)},Ii.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ii.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ii.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:"mousedown",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ii.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ii.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ii.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var zi={center:"translate(-50%,-50%)",top:"translate(-50%,0)","top-left":"translate(0,0)","top-right":"translate(-100%,0)",bottom:"translate(-50%,-100%)","bottom-left":"translate(0,-100%)","bottom-right":"translate(-100%,-100%)",left:"translate(0,-50%)",right:"translate(-100%,-50%)"};function Di(t,e,r){var n=t.classList;for(var i in zi)n.remove("mapboxgl-"+r+"-anchor-"+i);n.add("mapboxgl-"+r+"-anchor-"+e)}var Ri,Fi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll(["_update","_onMove","_onUp","_addDragHandler","_onMapClick","_onKeyPress"],this),this._anchor=n&&n.anchor||"center",this._color=n&&n.color||"#3FB1CE",this._draggable=n&&n.draggable||!1,this._state="inactive",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||"auto",this._pitchAlignment=n&&n.pitchAlignment&&"auto"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create("div"),this._element.setAttribute("aria-label","Map marker");var o=r.createNS("http://www.w3.org/2000/svg","svg");o.setAttributeNS(null,"display","block"),o.setAttributeNS(null,"height","41px"),o.setAttributeNS(null,"width","27px"),o.setAttributeNS(null,"viewBox","0 0 27 41");var s=r.createNS("http://www.w3.org/2000/svg","g");s.setAttributeNS(null,"stroke","none"),s.setAttributeNS(null,"stroke-width","1"),s.setAttributeNS(null,"fill","none"),s.setAttributeNS(null,"fill-rule","evenodd");var l=r.createNS("http://www.w3.org/2000/svg","g");l.setAttributeNS(null,"fill-rule","nonzero");var c=r.createNS("http://www.w3.org/2000/svg","g");c.setAttributeNS(null,"transform","translate(3.0, 29.0)"),c.setAttributeNS(null,"fill","#000000");for(var u=0,f=[{rx:"10.5",ry:"5.25002273"},{rx:"10.5",ry:"5.25002273"},{rx:"9.5",ry:"4.77275007"},{rx:"8.5",ry:"4.29549936"},{rx:"7.5",ry:"3.81822308"},{rx:"6.5",ry:"3.34094679"},{rx:"5.5",ry:"2.86367051"},{rx:"4.5",ry:"2.38636864"}];u<f.length;u+=1){var h=f[u],p=r.createNS("http://www.w3.org/2000/svg","ellipse");p.setAttributeNS(null,"opacity","0.04"),p.setAttributeNS(null,"cx","10.5"),p.setAttributeNS(null,"cy","5.80029008"),p.setAttributeNS(null,"rx",h.rx),p.setAttributeNS(null,"ry",h.ry),c.appendChild(p)}var d=r.createNS("http://www.w3.org/2000/svg","g");d.setAttributeNS(null,"fill",this._color);var m=r.createNS("http://www.w3.org/2000/svg","path");m.setAttributeNS(null,"d","M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z"),d.appendChild(m);var g=r.createNS("http://www.w3.org/2000/svg","g");g.setAttributeNS(null,"opacity","0.25"),g.setAttributeNS(null,"fill","#000000");var v=r.createNS("http://www.w3.org/2000/svg","path");v.setAttributeNS(null,"d","M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z"),g.appendChild(v);var y=r.createNS("http://www.w3.org/2000/svg","g");y.setAttributeNS(null,"transform","translate(6.0, 7.0)"),y.setAttributeNS(null,"fill","#FFFFFF");var x=r.createNS("http://www.w3.org/2000/svg","g");x.setAttributeNS(null,"transform","translate(8.0, 8.0)");var b=r.createNS("http://www.w3.org/2000/svg","circle");b.setAttributeNS(null,"fill","#000000"),b.setAttributeNS(null,"opacity","0.25"),b.setAttributeNS(null,"cx","5.5"),b.setAttributeNS(null,"cy","5.5"),b.setAttributeNS(null,"r","5.4999962");var _=r.createNS("http://www.w3.org/2000/svg","circle");_.setAttributeNS(null,"fill","#FFFFFF"),_.setAttributeNS(null,"cx","5.5"),_.setAttributeNS(null,"cy","5.5"),_.setAttributeNS(null,"r","5.4999962"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(g),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add("mapboxgl-marker"),this._element.addEventListener("dragstart",(function(t){t.preventDefault()})),this._element.addEventListener("mousedown",(function(t){t.preventDefault()})),this._element.addEventListener("focus",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Di(this._element,this._anchor,"marker"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on("move",this._update),t.on("moveend",this._update),this.setDraggable(this._draggable),this._update(),this._map.on("click",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off("click",this._onMapClick),this._map.off("move",this._update),this._map.off("moveend",this._update),this._map.off("mousedown",this._addDragHandler),this._map.off("touchstart",this._addDragHandler),this._map.off("mouseup",this._onUp),this._map.off("touchend",this._onUp),this._map.off("mousemove",this._onMove),this._map.off("touchmove",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener("keypress",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute("tabindex")),t){if(!("offset"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],"top-left":[0,0],"top-right":[0,0],bottom:[0,-38.1],"bottom-left":[e,-1*(24.6+e)],"bottom-right":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute("tabindex"),this._originalTabIndex||this._element.setAttribute("tabindex","0"),this._element.addEventListener("keypress",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;"Space"!==e&&"Enter"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e="";"viewport"===this._rotationAlignment||"auto"===this._rotationAlignment?e="rotateZ("+this._rotation+"deg)":"map"===this._rotationAlignment&&(e="rotateZ("+(this._rotation-this._map.getBearing())+"deg)");var n="";"viewport"===this._pitchAlignment||"auto"===this._pitchAlignment?n="rotateX(0deg)":"map"===this._pitchAlignment&&(n="rotateX("+this._map.getPitch()+"deg)"),t&&"moveend"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,zi[this._anchor]+" translate("+this._pos.x+"px, "+this._pos.y+"px) "+n+" "+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents="none","pending"===this._state&&(this._state="active",this.fire(new t.Event("dragstart"))),this.fire(new t.Event("drag"))},n.prototype._onUp=function(){this._element.style.pointerEvents="auto",this._positionDelta=null,this._map.off("mousemove",this._onMove),this._map.off("touchmove",this._onMove),"active"===this._state&&this.fire(new t.Event("dragend")),this._state="inactive"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state="pending",this._map.on("mousemove",this._onMove),this._map.on("touchmove",this._onMove),this._map.once("mouseup",this._onUp),this._map.once("touchend",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on("mousedown",this._addDragHandler),this._map.on("touchstart",this._addDragHandler)):(this._map.off("mousedown",this._addDragHandler),this._map.off("touchstart",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||"auto",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&"auto"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Bi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Ni=0,ji=!1,Ui=function(e){function n(r){e.call(this),this.options=t.extend({},Bi,r),t.bindAll(["_onSuccess","_onError","_onZoom","_finish","_setupUI","_updateCamera","_updateMarker"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-group"),n=this._setupUI,void 0!==Ri?n(Ri):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:"geolocation"}).then((function(t){Ri="denied"!==t.state,n(Ri)})):(Ri=!!t.window.navigator.geolocation,n(Ri)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off("zoom",this._onZoom),this._map=void 0,Ni=0,ji=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case"WAITING_ACTIVE":this._watchState="ACTIVE_ERROR",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active-error");break;case"ACTIVE_LOCK":this._watchState="ACTIVE_ERROR",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting");break;case"BACKGROUND":this._watchState="BACKGROUND_ERROR",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event("outofmaxbounds",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case"WAITING_ACTIVE":case"ACTIVE_LOCK":case"ACTIVE_ERROR":this._watchState="ACTIVE_LOCK",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active");break;case"BACKGROUND":case"BACKGROUND_ERROR":this._watchState="BACKGROUND",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background")}this.options.showUserLocation&&"OFF"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&"ACTIVE_LOCK"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove("mapboxgl-user-location-dot-stale"),this.fire(new t.Event("geolocate",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+"px",this._circleElement.style.height=i+"px"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState="OFF",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background-error"),this._geolocateButton.disabled=!0;var r=this._map._getUIString("GeolocateControl.LocationNotAvailable");this._geolocateButton.title=r,this._geolocateButton.setAttribute("aria-label",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&ji)return;this._setErrorState()}"OFF"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add("mapboxgl-user-location-dot-stale"),this.fire(new t.Event("error",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener("contextmenu",(function(t){return t.preventDefault()})),this._geolocateButton=r.create("button","mapboxgl-ctrl-geolocate",this._container),r.create("span","mapboxgl-ctrl-icon",this._geolocateButton).setAttribute("aria-hidden",!0),this._geolocateButton.type="button",!1===e){t.warnOnce("Geolocation support is not available so the GeolocateControl will be disabled.");var i=this._map._getUIString("GeolocateControl.LocationNotAvailable");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute("aria-label",i)}else{var a=this._map._getUIString("GeolocateControl.FindMyLocation");this._geolocateButton.title=a,this._geolocateButton.setAttribute("aria-label",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute("aria-pressed","false"),this._watchState="OFF"),this.options.showUserLocation&&(this._dotElement=r.create("div","mapboxgl-user-location-dot"),this._userLocationDotMarker=new Fi(this._dotElement),this._circleElement=r.create("div","mapboxgl-user-location-accuracy-circle"),this._accuracyCircleMarker=new Fi({element:this._circleElement,pitchAlignment:"map"}),this.options.trackUserLocation&&(this._watchState="OFF"),this._map.on("zoom",this._onZoom)),this._geolocateButton.addEventListener("click",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on("movestart",(function(e){var r=e.originalEvent&&"resize"===e.originalEvent.type;e.geolocateSource||"ACTIVE_LOCK"!==n._watchState||r||(n._watchState="BACKGROUND",n._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background"),n._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),n.fire(new t.Event("trackuserlocationend")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce("Geolocate control triggered before added to a map"),!1;if(this.options.trackUserLocation){switch(this._watchState){case"OFF":this._watchState="WAITING_ACTIVE",this.fire(new t.Event("trackuserlocationstart"));break;case"WAITING_ACTIVE":case"ACTIVE_LOCK":case"ACTIVE_ERROR":case"BACKGROUND_ERROR":Ni--,ji=!1,this._watchState="OFF",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background-error"),this.fire(new t.Event("trackuserlocationend"));break;case"BACKGROUND":this._watchState="ACTIVE_LOCK",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event("trackuserlocationstart"))}switch(this._watchState){case"WAITING_ACTIVE":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active");break;case"ACTIVE_LOCK":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active");break;case"ACTIVE_ERROR":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active-error");break;case"BACKGROUND":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background");break;case"BACKGROUND_ERROR":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background-error")}if("OFF"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.setAttribute("aria-pressed","true"),++Ni>1?(e={maximumAge:6e5,timeout:0},ji=!0):(e=this.options.positionOptions,ji=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.setAttribute("aria-pressed","false"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Vi={maxWidth:100,unit:"metric"},Hi=function(e){this.options=t.extend({},Vi,e),t.bindAll(["_onMove","setUnit"],this)};function qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&"imperial"===r.unit){var l=3.2808*s;if(l>5280)Gi(e,n,l/5280,t._getUIString("ScaleControl.Miles"));else Gi(e,n,l,t._getUIString("ScaleControl.Feet"))}else if(r&&"nautical"===r.unit){Gi(e,n,s/1852,t._getUIString("ScaleControl.NauticalMiles"))}else s>=1e3?Gi(e,n,s/1e3,t._getUIString("ScaleControl.Kilometers")):Gi(e,n,s,t._getUIString("ScaleControl.Meters"))}function Gi(t,e,r,n){var i,a,o,s=(i=r,a=Math.pow(10,(""+Math.floor(i)).length-1),o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o),a*o),l=s/r;t.style.width=e*l+"px",t.innerHTML=s+"&nbsp;"+n}Hi.prototype.getDefaultPosition=function(){return"bottom-left"},Hi.prototype._onMove=function(){qi(this._map,this._container,this.options)},Hi.prototype.onAdd=function(t){return this._map=t,this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-scale",t.getContainer()),this._map.on("move",this._onMove),this._onMove(),this._container},Hi.prototype.onRemove=function(){r.remove(this._container),this._map.off("move",this._onMove),this._map=void 0},Hi.prototype.setUnit=function(t){this.options.unit=t,qi(this._map,this._container,this.options)};var Yi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce("Full screen control 'container' must be a DOM element.")),t.bindAll(["_onClickFullscreen","_changeIcon"],this),"onfullscreenchange"in t.window.document?this._fullscreenchange="fullscreenchange":"onmozfullscreenchange"in t.window.document?this._fullscreenchange="mozfullscreenchange":"onwebkitfullscreenchange"in t.window.document?this._fullscreenchange="webkitfullscreenchange":"onmsfullscreenchange"in t.window.document&&(this._fullscreenchange="MSFullscreenChange")};Yi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-group"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display="none",t.warnOnce("This device does not support fullscreen mode.")),this._controlContainer},Yi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Yi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create("button","mapboxgl-ctrl-fullscreen",this._controlContainer);r.create("span","mapboxgl-ctrl-icon",e).setAttribute("aria-hidden",!0),e.type="button",this._updateTitle(),this._fullscreenButton.addEventListener("click",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute("aria-label",t),this._fullscreenButton.title=t},Yi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?"FullscreenControl.Exit":"FullscreenControl.Enter")},Yi.prototype._isFullscreen=function(){return this._fullscreen},Yi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle("mapboxgl-ctrl-shrink"),this._fullscreenButton.classList.toggle("mapboxgl-ctrl-fullscreen"),this._updateTitle())},Yi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Wi={closeButton:!0,closeOnClick:!0,className:"",maxWidth:"240px"},Xi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Wi),r),t.bindAll(["_update","_onClose","remove","_onMouseMove","_onMouseUp","_onDrag"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on("click",this._onClose),this.options.closeOnMove&&this._map.on("move",this._onClose),this._map.on("remove",this.remove),this._update(),this._trackPointer?(this._map.on("mousemove",this._onMouseMove),this._map.on("mouseup",this._onMouseUp),this._container&&this._container.classList.add("mapboxgl-popup-track-pointer"),this._map._canvasContainer.classList.add("mapboxgl-track-pointer")):this._map.on("move",this._update),this.fire(new t.Event("open")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off("move",this._update),this._map.off("move",this._onClose),this._map.off("click",this._onClose),this._map.off("remove",this.remove),this._map.off("mousemove",this._onMouseMove),this._map.off("mouseup",this._onMouseUp),this._map.off("drag",this._onDrag),delete this._map),this.fire(new t.Event("close")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on("move",this._update),this._map.off("mousemove",this._onMouseMove),this._container&&this._container.classList.remove("mapboxgl-popup-track-pointer"),this._map._canvasContainer.classList.remove("mapboxgl-track-pointer")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off("move",this._update),this._map.on("mousemove",this._onMouseMove),this._map.on("drag",this._onDrag),this._container&&this._container.classList.add("mapboxgl-popup-track-pointer"),this._map._canvasContainer.classList.add("mapboxgl-track-pointer")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement("body");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create("div","mapboxgl-popup-content",this._container),this.options.closeButton&&(this._closeButton=r.create("button","mapboxgl-popup-close-button",this._content),this._closeButton.type="button",this._closeButton.setAttribute("aria-label","Close popup"),this._closeButton.innerHTML="&#215;",this._closeButton.addEventListener("click",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this,i=this._lngLat||this._trackPointer;if(this._map&&i&&this._content&&(this._container||(this._container=r.create("div","mapboxgl-popup",this._map.getContainer()),this._tip=r.create("div","mapboxgl-popup-tip",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(" ").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add("mapboxgl-popup-track-pointer")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),o=this.options.anchor,s=function e(r){if(r){if("number"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),"top-left":new t.Point(n,n),"top-right":new t.Point(-n,n),bottom:new t.Point(0,-r),"bottom-left":new t.Point(n,-n),"bottom-right":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,"top-left":i,"top-right":i,bottom:i,"bottom-left":i,"bottom-right":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),"top-left":t.Point.convert(r["top-left"]||[0,0]),"top-right":t.Point.convert(r["top-right"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),"bottom-left":t.Point.convert(r["bottom-left"]||[0,0]),"bottom-right":t.Point.convert(r["bottom-right"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!o){var l,c=this._container.offsetWidth,u=this._container.offsetHeight;l=a.y+s.bottom.y<u?["top"]:a.y>this._map.transform.height-u?["bottom"]:[],a.x<c/2?l.push("left"):a.x>this._map.transform.width-c/2&&l.push("right"),o=0===l.length?"bottom":l.join("-")}var f=a.add(s[o]).round();r.setTransform(this._container,zi[o]+" translate("+f.x+"px,"+f.y+"px)"),Di(this._container,o,"popup")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);var Zi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ei,NavigationControl:Pi,GeolocateControl:Ui,AttributionControl:bi,ScaleControl:Hi,FullscreenControl:Yi,Popup:Xi,Marker:Fi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(zt)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(zt),Rt=null):console.warn("Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:""};return Zi})),r}))},{}],442:[function(t,e,r){var n=t("./normalize"),i=t("gl-mat4/create"),a=t("gl-mat4/clone"),o=t("gl-mat4/determinant"),s=t("gl-mat4/invert"),l=t("gl-mat4/transpose"),c={length:t("gl-vec3/length"),normalize:t("gl-vec3/normalize"),dot:t("gl-vec3/dot"),cross:t("gl-vec3/cross")},u=i(),f=i(),h=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function m(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,g,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),g||(g=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(a(f,u),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)<1e-8))return!1;var y,x,b,_,w,T,k,A=u[3],M=u[7],S=u[11],E=u[12],L=u[13],C=u[14],P=u[15];if(0!==A||0!==M||0!==S){if(h[0]=A,h[1]=M,h[2]=S,h[3]=P,!s(f,f))return!1;l(f,f),y=g,b=f,_=(x=h)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else g[0]=g[1]=g[2]=0,g[3]=1;if(e[0]=E,e[1]=L,e[2]=C,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),i[0]=c.dot(p[0],p[1]),m(p[1],p[1],p[0],1,-i[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),i[0]/=r[1],i[1]=c.dot(p[0],p[2]),m(p[2],p[2],p[0],1,-i[1]),i[2]=c.dot(p[1],p[2]),m(p[2],p[2],p[1],1,-i[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),i[1]/=r[2],i[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{"./normalize":443,"gl-mat4/clone":272,"gl-mat4/create":274,"gl-mat4/determinant":275,"gl-mat4/invert":287,"gl-mat4/transpose":300,"gl-vec3/cross":350,"gl-vec3/dot":355,"gl-vec3/length":365,"gl-vec3/normalize":372}],443:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i<16;i++)t[i]=e[i]*n;return!0}},{}],444:[function(t,e,r){var n=t("gl-vec3/lerp"),i=t("mat4-recompose"),a=t("mat4-decompose"),o=t("gl-mat4/determinant"),s=t("quat-slerp"),l=f(),c=f(),u=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function h(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,f){if(0===o(e)||0===o(r))return!1;var h=a(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=a(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!h||!p)&&(n(u.translate,l.translate,c.translate,f),n(u.skew,l.skew,c.skew,f),n(u.scale,l.scale,c.scale,f),n(u.perspective,l.perspective,c.perspective,f),s(u.quaternion,l.quaternion,c.quaternion,f),i(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{"gl-mat4/determinant":275,"gl-vec3/lerp":366,"mat4-decompose":442,"mat4-recompose":445,"quat-slerp":505}],445:[function(t,e,r){var n={identity:t("gl-mat4/identity"),translate:t("gl-mat4/translate"),multiply:t("gl-mat4/multiply"),create:t("gl-mat4/create"),scale:t("gl-mat4/scale"),fromRotationTranslation:t("gl-mat4/fromRotationTranslation")},i=(n.create(),n.create());e.exports=function(t,e,r,a,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&&(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&&(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&&(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{"gl-mat4/create":274,"gl-mat4/fromRotationTranslation":278,"gl-mat4/identity":285,"gl-mat4/multiply":289,"gl-mat4/scale":297,"gl-mat4/translate":299}],446:[function(t,e,r){"use strict";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],447:[function(t,e,r){"use strict";var n=t("binary-search-bounds"),i=t("mat4-interpolate"),a=t("gl-mat4/invert"),o=t("gl-mat4/rotateX"),s=t("gl-mat4/rotateY"),l=t("gl-mat4/rotateZ"),c=t("gl-mat4/lookAt"),u=t("gl-mat4/translate"),f=(t("gl-mat4/scale"),t("gl-vec3/normalize")),h=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],h=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)h[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&h[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=h[c];else i(o,h,d,(t-e[r])/u)}var m=this.computedUp;m[0]=o[1],m[1]=o[5],m[2]=o[9],f(m,m);var g=this.computedInverse;a(g,o);var v=this.computedEye,y=g[15];v[0]=g[12]/y,v[1]=g[13]/y,v[2]=g[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||h,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var i=0,a=0;a<3;++a)i+=Math.pow(r[a]-e[a],2);i=Math.log(Math.sqrt(i)),this.computedRadius[0]=i},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var i=this.computedInverse;e&&s(i,i,e),r&&o(i,i,r),n&&l(i,i,n),this.setMatrix(t,a(this.computedMatrix,i))};var m=[0,0,0];d.pan=function(t,e,r,n){m[0]=-(e||0),m[1]=-(r||0),m[2]=-(n||0),this.recalcMatrix(t);var 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+@license MIT
+*/
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+ */
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n("chain_add_tail",{index:t,pt:e})},chainConnect:function(t,e){return n("chain_con",{index1:t,index2:e})},chainReverse:function(t){return n("chain_rev",{index:t})},chainJoin:function(t,e){return n("chain_join",{index1:t,index2:e})},done:function(){return n("done")}}}},{}],482:[function(t,e,r){e.exports=function(t){"number"!=typeof t&&(t=1e-10);var e={epsilon:function(e){return"number"==typeof e&&(t=e),t},pointAboveOrOnLine:function(e,r,n){var i=r[0],a=r[1],o=n[0],s=n[1],l=e[0];return(o-i)*(e[1]-a)-(s-a)*(l-i)>=-t},pointBetween:function(e,r,n){var i=e[1]-r[1],a=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*a+i*s;return!(l<t)&&!(l-(a*a+s*s)>-t)},pointsSameX:function(e,r){return Math.abs(e[0]-r[0])<t},pointsSameY:function(e,r){return Math.abs(e[1]-r[1])<t},pointsSame:function(t,r){return e.pointsSameX(t,r)&&e.pointsSameY(t,r)},pointsCompare:function(t,r){return e.pointsSameX(t,r)?e.pointsSameY(t,r)?0:t[1]<r[1]?-1:1:t[0]<r[0]?-1:1},pointsCollinear:function(e,r,n){var i=e[0]-r[0],a=e[1]-r[1],o=r[0]-n[0],s=r[1]-n[1];return Math.abs(i*s-o*a)<t},linesIntersect:function(e,r,n,i){var a=r[0]-e[0],o=r[1]-e[1],s=i[0]-n[0],l=i[1]-n[1],c=a*l-o*s;if(Math.abs(c)<t)return!1;var u=e[0]-n[0],f=e[1]-n[1],h=(s*f-l*u)/c,p=(a*f-o*u)/c,d={alongA:0,alongB:0,pt:[e[0]+h*a,e[1]+h*o]};return d.alongA=h<=-t?-2:h<t?-1:h-1<=-t?0:h-1<t?1:2,d.alongB=p<=-t?-2:p<t?-1:p-1<=-t?0:p-1<t?1:2,d},pointInsideRegion:function(e,r){for(var n=e[0],i=e[1],a=r[r.length-1][0],o=r[r.length-1][1],s=!1,l=0;l<r.length;l++){var c=r[l][0],u=r[l][1];u-i>t!=o-i>t&&(a-c)*(i-u)/(o-u)+c-n>t&&(s=!s),a=c,o=u}return s}};return e}},{}],483:[function(t,e,r){var n={toPolygon:function(t,e){function r(e){if(e.length<=0)return t.segments({inverted:!1,regions:[]});function r(e){var r=e.slice(0,e.length-1);return t.segments({inverted:!1,regions:[r]})}for(var n=r(e[0]),i=1;i<e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if("Polygon"===e.type)return t.polygon(r(e.coordinates));if("MultiPolygon"===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i<e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error("PolyBool: Cannot convert GeoJSON object to PolyBool polygon")},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r<t.children.length;r++){if(n(e,(s=t.children[r]).region))return void o(s,e)}var a=i(e);for(r=0;r<t.children.length;r++){var s;n((s=t.children[r]).region,e)&&(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s<r.regions.length;s++){var l=r.regions[s];l.length<3||o(a,l)}function c(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var u=[];function f(t){var e=[c(t.region,!1)];u.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return c(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return u.length<=0?{type:"Polygon",coordinates:[]}:1==u.length?{type:"Polygon",coordinates:u[0]}:{type:"MultiPolygon",coordinates:u}}};e.exports=n},{}],484:[function(t,e,r){var n=t("./linked-list");e.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return function(t,r,n,i,a,o){var s=e.pointsCompare(r,a);return 0!==s?s:e.pointsSame(n,o)?0:t!==i?t?1:-1:e.pointAboveOrOnLine(n,i?a:o,i?o:a)?1:-1}(t.isStart,t.pt,r,n.isStart,n.pt,n.other.pt)<0}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function c(i,o){var s=n.create();function c(t){return s.findTransition((function(r){var n,i,a,o,s,l;return(n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function u(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,c=a.start,u=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,c,u);if(!1===f){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var h=e.pointsSame(o,c),p=e.pointsSame(s,u);if(h&&p)return n;var d=!h&&e.pointBetween(o,c,u),m=!p&&e.pointBetween(s,c,u);if(h)return m?l(n,s):l(t,u),n;d&&(p||(m?l(n,s):l(t,u)),l(n,o))}else 0===f.alongA&&(-1===f.alongB?l(t,c):0===f.alongB?l(t,f.pt):1===f.alongB&&l(t,u)),0===f.alongB&&(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&&l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&&r.vert(h.pt[0]),h.isStart){r&&r.segmentNew(h.seg,h.primary);var p=c(h),d=p.before?p.before.ev:null,m=p.after?p.after.ev:null;function g(){if(d){var t=u(h,d);if(t)return t}return!!m&&u(h,m)}r&&r.tempStatus(h.seg,!!d&&d.seg,!!m&&m.seg);var v,y=g();if(y){var x;if(t)(x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&&(y.seg.myFill.above=!y.seg.myFill.above);else 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n,i,a,o=t[t.length-1],l=0;l<t.length;l++){n=o,o=t[l];var c=e.pointsCompare(n,o);0!==c&&s((i=c<0?n:o,a=c<0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return c(t,!1)}}:{calculate:function(t,e,r,n){return t.forEach((function(t){s(i(t.start,t.end,t),!0)})),r.forEach((function(t){s(i(t.start,t.end,t),!1)})),c(e,n)}}}},{"./linked-list":485}],485:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&&e!==t.root},isEmpty:function(){return null===t.root.next},getHead:function(){return t.root.next},insertBefore:function(e,r){for(var n=t.root,i=t.root.next;null!==i;){if(r(i))return e.prev=i.prev,e.next=i,i.prev.next=e,void(i.prev=e);n=i,i=i.next}n.next=e,e.prev=n,e.next=null},findTransition:function(e){for(var r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return 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p=s.index,d=s.matches_pt1?o:a,m=s.matches_head,g=n[p],v=m?g[0]:g[g.length-1],y=m?g[1]:g[g.length-2],x=m?g[g.length-1]:g[0],b=m?g[g.length-2]:g[1];return e.pointsCollinear(y,v,d)&&(m?(r&&r.chainRemoveHead(s.index,d),g.shift()):(r&&r.chainRemoveTail(s.index,d),g.pop()),v=y),e.pointsSame(x,d)?(n.splice(p,1),e.pointsCollinear(b,x,v)&&(m?(r&&r.chainRemoveTail(s.index,v),g.pop()):(r&&r.chainRemoveHead(s.index,v),g.shift())),r&&r.chainClose(s.index),void i.push(g)):void(m?(r&&r.chainAddHead(s.index,d),g.unshift(d)):(r&&r.chainAddTail(s.index,d),g.push(d)))}var _=s.index,w=l.index;r&&r.chainConnect(_,w);var T=n[_].length<n[w].length;s.matches_head?l.matches_head?T?(A(_),M(_,w)):(A(w),M(w,_)):M(w,_):l.matches_head?M(_,w):T?(A(_),M(w,_)):(A(w),M(_,w))}function k(t,e,r){return c.index=t,c.matches_head=e,c.matches_pt1=r,c===s?(c=l,!1):(c=null,!0)}function A(t){r&&r.chainReverse(t),n[t].reverse()}function M(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],487:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return 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n=e,i=0;i<r.length;)if(t[n++]!==r[i++])return!1;return!0},r.str2arr=function(t,e){var r=[],n=0;if(e&&"hex"===e)for(;n<t.length;)r.push(parseInt(t.slice(n,n+2),16)),n+=2;else for(;n<t.length;n++)r.push(255&t.charCodeAt(n));return r},r.readUInt16LE=function(t,e){return t[e]|t[e+1]<<8},r.readUInt16BE=function(t,e){return t[e+1]|t[e]<<8},r.readUInt32LE=function(t,e){return t[e]|t[e+1]<<8|t[e+2]<<16|16777216*t[e+3]},r.readUInt32BE=function(t,e){return t[e+3]|t[e+2]<<8|t[e+1]<<16|16777216*t[e]},o.prototype=Object.create(Error.prototype),o.prototype.constructor=o,r.ProbeError=o},{stream:543,"stream-parser":558}],490:[function(t,e,r){"use strict";function n(t,e){var r=new Error(t);return r.code=e,r}function i(t){try{return decodeURIComponent(escape(t))}catch(e){return t}}function a(t,e,r){this.input=t.subarray(e,r),this.start=e;var i=String.fromCharCode.apply(null,this.input.subarray(0,4));if("II*\0"!==i&&"MM\0*"!==i)throw n("invalid TIFF 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0}},a.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return r=this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return r=this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return r=this.read_uint32(e);case 9:return 0|(r=this.read_uint32(e));case 5:case 10:case 11:case 12:case 7:default:return null}},a.prototype.scan_ifd=function(t,e,r){var a=this.read_uint16(e);e+=2;for(var o=0;o<a;o++){var s=this.read_uint16(e),l=this.read_uint16(e+2),c=this.read_uint32(e+4),u=this.exif_format_length(l),f=c*u,h=f<=4?e+8:this.read_uint32(e+8),p=!1;if(h+f>this.input.length)throw n("unexpected EOF","EBADDATA");for(var d=[],m=h,g=0;g<c;g++,m+=u){var v=this.exif_format_read(l,m);if(null===v){d=null;break}d.push(v)}if(Array.isArray(d)&&2===l&&(d=i(String.fromCharCode.apply(null,d)))&&"\0"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===r({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:c,entry_offset:e+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);e+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(e)})},e.exports.ExifParser=a,e.exports.get_orientation=function(t){var e=0;try{return new a(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},{}],491:[function(t,e,r){"use strict";var n=t("./common").readUInt16BE,i=t("./common").readUInt32BE;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return t.length<r+e||r<8?null:{boxtype:String.fromCharCode.apply(null,t.slice(e+4,e+8)),data:t.slice(e+8,e+r),end:e+r}}function o(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;switch(n.boxtype){case"ispe":e.sizes.push({width:i(n.data,4),height:i(n.data,8)});break;case"irot":e.transforms.push({type:"irot",value:3&n.data[0]});break;case"imir":e.transforms.push({type:"imir",value:1&n.data[0]})}r=n.end}}function s(t,e,r){for(var n=0,i=0;i<r;i++)n=256*n+(t[e+i]||0);return n}function l(t,e){for(var r=t[4]>>4&15,i=15&t[4],a=t[5]>>4&15,o=n(t,6),l=8,c=0;c<o;c++){var u=n(t,l),f=n(t,l+=2),h=s(t,l+=2,a),p=n(t,l+=a);if(l+=2,0===f&&1===p){var d=s(t,l,r),m=s(t,l+r,i);e.item_loc[u]={length:m,offset:d+h}}l+=p*(r+i)}}function c(t,e){for(var r=n(t,4),i=6,o=0;o<r;o++){var s=a(t,i);if(!s)break;if("infe"===s.boxtype){for(var l=n(s.data,4),c="",u=8;u<s.data.length&&s.data[u];u++)c+=String.fromCharCode(s.data[u]);e.item_inf[c]=l}i=s.end}}function u(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;"ipco"===n.boxtype&&o(n.data,e),r=n.end}}e.exports.unbox=a,e.exports.readSizeFromMeta=function(t){var e={sizes:[],transforms:[],item_inf:{},item_loc:{}};if(function(t,e){for(var r=4;;){var n=a(t,r);if(!n)break;"iprp"===n.boxtype&&u(n.data,e),"iloc"===n.boxtype&&l(n.data,e),"iinf"===n.boxtype&&c(n.data,e),r=n.end}}(t,e),e.sizes.length){var r,n,i,o=(r=e.sizes,n=r.reduce((function(t,e){return t.width>e.width||t.width===e.width&&t.height>e.height?t:e})),i=r.reduce((function(t,e){return t.height>e.height||t.height===e.height&&t.width>e.width?t:e})),n.width>i.height||n.width===i.height&&n.height>i.width?n:i),s=1;e.transforms.forEach((function(t){var e={1:6,2:5,3:8,4:7,5:4,6:3,7:2,8:1},r={1:4,2:3,3:2,4:1,5:6,6:5,7:8,8:7};if("imir"===t.type&&(s=0===t.value?r[s]:e[s=e[s=r[s]]]),"irot"===t.type)for(var n=0;n<t.value;n++)s=e[s]}));var f=null;return e.item_inf.Exif&&(f=e.item_loc[e.item_inf.Exif]),{width:o.width,height:o.height,orientation:e.transforms.length?s:null,variants:e.sizes,exif_location:f}}},e.exports.getMimeType=function(t){var e=String.fromCharCode.apply(null,t.slice(0,4)),r={};r[e]=!0;for(var n=8;n<t.length;n+=4)r[String.fromCharCode.apply(null,t.slice(n,n+4))]=!0;if(r.mif1||r.msf1||r.miaf)return"avif"===e||"avis"===e||"avio"===e?{type:"avif",mime:"image/avif"}:"heic"===e||"heix"===e?{type:"heic",mime:"image/heic"}:"hevc"===e||"hevx"===e?{type:"heic",mime:"image/heic-sequence"}:r.avif||r.avis?{type:"avif",mime:"image/avif"}:r.heic||r.heix||r.hevc||r.hevx||r.heis?r.msf1?{type:"heif",mime:"image/heif-sequence"}:{type:"heif",mime:"image/heif"}:{type:"avif",mime:"image/avif"}}},{"./common":489}],492:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt32BE,o=t("../miaf_utils"),s=t("../exif_utils"),l=n("ftyp");e.exports=function(t){if(i(t,4,l)){var e=o.unbox(t,0);if(e){var r=o.getMimeType(e.data);if(r){for(var n,c=e.end;;){var u=o.unbox(t,c);if(!u)break;if(c=u.end,"mdat"===u.boxtype)return;if("meta"===u.boxtype){n=u.data;break}}if(n){var f=o.readSizeFromMeta(n);if(f){var h={width:f.width,height:f.height,type:r.type,mime:r.mime,wUnits:"px",hUnits:"px"};if(f.variants.length>1&&(h.variants=f.variants),f.orientation&&(h.orientation=f.orientation),f.exif_location&&f.exif_location.offset+f.exif_location.length<=t.length){var p=a(t,f.exif_location.offset),d=t.slice(f.exif_location.offset+p+4,f.exif_location.offset+f.exif_location.length),m=s.get_orientation(d);m>0&&(h.orientation=m)}return h}}}}}}},{"../common":489,"../exif_utils":490,"../miaf_utils":491}],493:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt16LE,o=n("BM");e.exports=function(t){if(!(t.length<26)&&i(t,0,o))return{width:a(t,18),height:a(t,22),type:"bmp",mime:"image/bmp",wUnits:"px",hUnits:"px"}}},{"../common":489}],494:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt16LE,o=n("GIF87a"),s=n("GIF89a");e.exports=function(t){if(!(t.length<10)&&(i(t,0,o)||i(t,0,s)))return{width:a(t,6),height:a(t,8),type:"gif",mime:"image/gif",wUnits:"px",hUnits:"px"}}},{"../common":489}],495:[function(t,e,r){"use strict";var n=t("../common").readUInt16LE;e.exports=function(t){var e=n(t,0),r=n(t,2),i=n(t,4);if(0===e&&1===r&&i){for(var a=[],o={width:0,height:0},s=0;s<i;s++){var l=t[6+16*s]||256,c=t[6+16*s+1]||256,u={width:l,height:c};a.push(u),(l>o.width||c>o.height)&&(o=u)}return{width:o.width,height:o.height,variants:a,type:"ico",mime:"image/x-icon",wUnits:"px",hUnits:"px"}}}},{"../common":489}],496:[function(t,e,r){"use strict";var n=t("../common").readUInt16BE,i=t("../common").str2arr,a=t("../common").sliceEq,o=t("../exif_utils"),s=i("Exif\0\0");e.exports=function(t){if(!(t.length<2)&&255===t[0]&&216===t[1])for(var e=2;;){if(t.length-e<2)return;if(255!==t[e++])return;for(var r,i,l=t[e++];255===l;)l=t[e++];if(208<=l&&l<=217||1===l)r=0;else{if(!(192<=l&&l<=254))return;if(t.length-e<2)return;r=n(t,e)-2,e+=2}if(217===l||218===l)return;if(225===l&&r>=10&&a(t,e,s)&&(i=o.get_orientation(t.slice(e+6,e+r))),r>=5&&192<=l&&l<=207&&196!==l&&200!==l&&204!==l){if(t.length-e<r)return;var c={width:n(t,e+3),height:n(t,e+1),type:"jpg",mime:"image/jpeg",wUnits:"px",hUnits:"px"};return i>0&&(c.orientation=i),c}e+=r}}},{"../common":489,"../exif_utils":490}],497:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt32BE,o=n("\x89PNG\r\n\x1a\n"),s=n("IHDR");e.exports=function(t){if(!(t.length<24)&&i(t,0,o)&&i(t,12,s))return{width:a(t,16),height:a(t,20),type:"png",mime:"image/png",wUnits:"px",hUnits:"px"}}},{"../common":489}],498:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt32BE,o=n("8BPS\0\x01");e.exports=function(t){if(!(t.length<22)&&i(t,0,o))return{width:a(t,18),height:a(t,14),type:"psd",mime:"image/vnd.adobe.photoshop",wUnits:"px",hUnits:"px"}}},{"../common":489}],499:[function(t,e,r){"use strict";function n(t){return"number"==typeof t&&isFinite(t)&&t>0}var i=/<[-_.:a-zA-Z0-9][^>]*>/,a=/^<([-_.:a-zA-Z0-9]+:)?svg\s/,o=/[^-]\bwidth="([^%]+?)"|[^-]\bwidth='([^%]+?)'/,s=/\bheight="([^%]+?)"|\bheight='([^%]+?)'/,l=/\bview[bB]ox="(.+?)"|\bview[bB]ox='(.+?)'/,c=/in$|mm$|cm$|pt$|pc$|px$|em$|ex$/;function u(t){return c.test(t)?t.match(c)[0]:"px"}e.exports=function(t){if(function(t){var e,r=0,n=t.length;for(239===t[0]&&187===t[1]&&191===t[2]&&(r=3);r<n&&(32===(e=t[r])||9===e||13===e||10===e);)r++;return r!==n&&60===t[r]}(t)){for(var e="",r=0;r<t.length;r++)e+=String.fromCharCode(t[r]);var c=(e.match(i)||[""])[0];if(a.test(c)){var f=function(t){var e=t.match(o),r=t.match(s),n=t.match(l);return{width:e&&(e[1]||e[2]),height:r&&(r[1]||r[2]),viewbox:n&&(n[1]||n[2])}}(c),h=parseFloat(f.width),p=parseFloat(f.height);if(f.width&&f.height){if(!n(h)||!n(p))return;return{width:h,height:p,type:"svg",mime:"image/svg+xml",wUnits:u(f.width),hUnits:u(f.height)}}var d=(f.viewbox||"").split(" 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e=77===t[0],r=h(t,4,e)-8;if(!(r<0)){var n=r+8;if(!(t.length-n<2)){var a=12*f(t,n+0,e);if(!(a<=0||(n+=2,t.length-n<a))){var o,s,l,d;for(o=0;o<a;o+=12)256===(d=f(t,n+o,e))?s=p(t,n+o,e):257===d&&(l=p(t,n+o,e));return s&&l?{width:s,height:l,type:"tiff",mime:"image/tiff",wUnits:"px",hUnits:"px"}:void 0}}}}}},{"../common":489}],501:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt16LE,o=t("../common").readUInt32LE,s=t("../exif_utils"),l=n("RIFF"),c=n("WEBP");function u(t,e){if(157===t[e+3]&&1===t[e+4]&&42===t[e+5])return{width:16383&a(t,e+6),height:16383&a(t,e+8),type:"webp",mime:"image/webp",wUnits:"px",hUnits:"px"}}function f(t,e){if(47===t[e]){var r=o(t,e+1);return{width:1+(16383&r),height:1+(r>>14&16383),type:"webp",mime:"image/webp",wUnits:"px",hUnits:"px"}}}function h(t,e){return{width:1+(t[e+6]<<16|t[e+5]<<8|t[e+4]),height:1+(t[e+9]<<e|t[e+8]<<8|t[e+7]),type:"webp",mime:"image/webp",wUnits:"px",hUnits:"px"}}e.exports=function(t){if(!(t.length<16)&&(i(t,0,l)||i(t,8,c))){var e=12,r=null,n=0,a=o(t,4)+8;if(!(a>t.length)){for(;e+8<a;)if(0!==t[e]){var p=String.fromCharCode.apply(null,t.slice(e,e+4)),d=o(t,e+4);"VP8 "===p&&d>=10?r=r||u(t,e+8):"VP8L"===p&&d>=9?r=r||f(t,e+8):"VP8X"===p&&d>=10?r=r||h(t,e+8):"EXIF"===p&&(n=s.get_orientation(t.slice(e+8,e+8+d)),e=1/0),e+=8+d}else e++;if(r)return n>0&&(r.orientation=n),r}}}},{"../common":489,"../exif_utils":490}],502:[function(t,e,r){"use 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fragColor;\n\t\t\tgl_FragColor.a *= opacity;\n\t\t}\n\t\t",uniforms:{range:t.prop("range"),lineWidth:t.prop("lineWidth"),capSize:t.prop("capSize"),opacity:t.prop("opacity"),scale:t.prop("scale"),translate:t.prop("translate"),scaleFract:t.prop("scaleFract"),translateFract:t.prop("translateFract"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{color:{buffer:d,offset:function(t,e){return 4*e.offset},divisor:1},position:{buffer:c,offset:function(t,e){return 8*e.offset},divisor:1},positionFract:{buffer:p,offset:function(t,e){return 8*e.offset},divisor:1},error:{buffer:m,offset:function(t,e){return 16*e.offset},divisor:1},direction:{buffer:g,stride:24,offset:0},lineOffset:{buffer:g,stride:24,offset:8},capOffset:{buffer:g,stride:24,offset:16}},primitive:"triangles",blend:{enable:!0,color:[0,0,0,0],equation:{rgb:"add",alpha:"add"},func:{srcRGB:"src alpha",dstRGB:"one minus src alpha",srcAlpha:"one minus dst 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n=t("color-normalize"),i=t("array-bounds"),a=t("object-assign"),o=t("glslify"),s=t("pick-by-alias"),l=t("flatten-vertex-data"),c=t("earcut"),u=t("array-normalize"),f=t("to-float32"),h=f.float32,p=f.fract32,d=t("es6-weak-map"),m=t("parse-rect"),g=t("array-find-index");function v(t,e){if(!(this instanceof v))return new v(t,e);if("function"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension("ANGLE_instanced_arrays"))throw Error("regl-error2d: `ANGLE_instanced_arrays` extension should be enabled");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:"static",type:"float",data:[0,1,0,0,1,1,1,0]}),n={primitive:"triangle 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enableStartMiter, enableEndMiter;\n\nconst float REVERSE_THRESHOLD = -.875;\nconst float MIN_DIFF = 1e-6;\n\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\n// TODO: precalculate dot products, normalize things beforehead etc.\n// TODO: refactor to rectangular algorithm\n\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\n\tvec2 diff = b - a;\n\tvec2 perp = normalize(vec2(-diff.y, diff.x));\n\treturn dot(p - a, perp);\n}\n\nbool isNaN( float val ){\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\n}\n\nvoid main() {\n\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\n\n  vec2 adjustedScale;\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\n\n  vec2 scaleRatio = adjustedScale * viewport.zw;\n\tvec2 normalWidth = thickness / scaleRatio;\n\n\tfloat lineStart = 1. - lineEnd;\n\tfloat lineBot = 1. - lineTop;\n\n\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\n\n\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\n\n\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\n\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\n\n\tvec2 prevDiff = aCoord - prevCoord;\n\tvec2 currDiff = bCoord - aCoord;\n\tvec2 nextDiff = nextCoord - bCoord;\n\n\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\n\tvec2 currTangent = normalize(currDiff * scaleRatio);\n\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\n\n\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\n\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\n\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\n\n\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\n\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\n\n\t// collapsed/unidirectional segment cases\n\t// FIXME: there should be more elegant solution\n\tvec2 prevTanDiff = abs(prevTangent - currTangent);\n\tvec2 nextTanDiff = abs(nextTangent - currTangent);\n\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\n\t\tstartJoinDirection = currNormal;\n\t}\n\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\n\t\tendJoinDirection = currNormal;\n\t}\n\tif (aCoord == bCoord) {\n\t\tendJoinDirection = startJoinDirection;\n\t\tcurrNormal = prevNormal;\n\t\tcurrTangent = prevTangent;\n\t}\n\n\ttangent = currTangent;\n\n\t//calculate join shifts relative to normals\n\tfloat startJoinShift = dot(currNormal, startJoinDirection);\n\tfloat endJoinShift = dot(currNormal, endJoinDirection);\n\n\tfloat startMiterRatio = abs(1. / startJoinShift);\n\tfloat endMiterRatio = abs(1. / endJoinShift);\n\n\tvec2 startJoin = startJoinDirection * startMiterRatio;\n\tvec2 endJoin = endJoinDirection * endMiterRatio;\n\n\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\n\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\n\tstartBotJoin = -startTopJoin;\n\n\tendTopJoin = sign(endJoinShift) * endJoin * .5;\n\tendBotJoin = -endTopJoin;\n\n\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\n\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\n\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\n\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\n\n\t//miter anti-clipping\n\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\n\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\n\n\t//prevent close to reverse direction switch\n\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\n\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\n\n\tif (prevReverse) {\n\t\t//make join rectangular\n\t\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\n\t\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\n\t\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\n\t\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\n\t}\n\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\n\t\t//handle miter clipping\n\t\tbTopCoord -= normalWidth * endTopJoin;\n\t\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\n\t}\n\n\tif (nextReverse) {\n\t\t//make join rectangular\n\t\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\n\t\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\n\t\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\n\t\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\n\t}\n\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\n\t\t//handle miter clipping\n\t\taBotCoord -= normalWidth * startBotJoin;\n\t\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\n\t}\n\n\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\n\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\n\n\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\n\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\n\n\t//position is normalized 0..1 coord on the screen\n\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\n\n\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\n\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\n\n\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\n\n\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\n\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\n\n\t//bevel miter cutoffs\n\tif (miterMode == 1.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\n\t\t\tstartCutoff = vec4(aCoord, aCoord);\n\t\t\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\n\t\t\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tstartCutoff += viewport.xyxy;\n\t\t\tstartCutoff += startMiterWidth.xyxy;\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\n\t\t\tendCutoff = vec4(bCoord, bCoord);\n\t\t\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\n\t\t\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tendCutoff += viewport.xyxy;\n\t\t\tendCutoff += endMiterWidth.xyxy;\n\t\t}\n\t}\n\n\t//round miter cutoffs\n\telse if (miterMode == 2.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\n\t\t\tstartCutoff = vec4(aCoord, aCoord);\n\t\t\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\n\t\t\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tstartCutoff += viewport.xyxy;\n\t\t\tstartCutoff += startMiterWidth.xyxy;\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\n\t\t\tendCutoff = vec4(bCoord, bCoord);\n\t\t\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\n\t\t\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tendCutoff += viewport.xyxy;\n\t\t\tendCutoff += endMiterWidth.xyxy;\n\t\t}\n\t}\n}\n"]),frag:o(["precision highp float;\n#define GLSLIFY 1\n\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\nuniform sampler2D dashTexture;\n\nvarying vec4 fragColor;\nvarying vec2 tangent;\nvarying vec4 startCutoff, endCutoff;\nvarying vec2 startCoord, endCoord;\nvarying float enableStartMiter, enableEndMiter;\n\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\n\tvec2 diff = b - a;\n\tvec2 perp = normalize(vec2(-diff.y, diff.x));\n\treturn dot(p - a, perp);\n}\n\nvoid main() {\n\tfloat alpha = 1., distToStart, distToEnd;\n\tfloat cutoff = thickness * .5;\n\n\t//bevel miter\n\tif (miterMode == 1.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\n\t\t\tif (distToStart < -1.) {\n\t\t\t\tdiscard;\n\t\t\t\treturn;\n\t\t\t}\n\t\t\talpha *= min(max(distToStart + 1., 0.), 1.);\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\n\t\t\tif (distToEnd < -1.) {\n\t\t\t\tdiscard;\n\t\t\t\treturn;\n\t\t\t}\n\t\t\talpha *= min(max(distToEnd + 1., 0.), 1.);\n\t\t}\n\t}\n\n\t// round miter\n\telse if (miterMode == 2.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\n\t\t\tif (distToStart < 0.) {\n\t\t\t\tfloat radius = length(gl_FragCoord.xy - startCoord);\n\n\t\t\t\tif(radius > cutoff + .5) {\n\t\t\t\t\tdiscard;\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\n\t\t\t}\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\n\t\t\tif (distToEnd < 0.) {\n\t\t\t\tfloat radius = length(gl_FragCoord.xy - endCoord);\n\n\t\t\t\tif(radius > cutoff + .5) {\n\t\t\t\t\tdiscard;\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\n\t\t\t}\n\t\t}\n\t}\n\n\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\n\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\n\n\tgl_FragColor = fragColor;\n\tgl_FragColor.a *= alpha * opacity * dash;\n}\n"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop("colorBuffer"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop("colorBuffer"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:"triangle",elements:function(t,e){return e.triangles},offset:0,vert:o(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec2 position, positionFract;\n\nuniform vec4 color;\nuniform vec2 scale, scaleFract, translate, translateFract;\nuniform float pixelRatio, id;\nuniform vec4 viewport;\nuniform float opacity;\n\nvarying vec4 fragColor;\n\nconst float MAX_LINES = 256.;\n\nvoid main() {\n\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\n\n\tvec2 position = position * scale + translate\n       + positionFract * scale + translateFract\n       + position * scaleFract\n       + positionFract * scaleFract;\n\n\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\n\n\tfragColor = color / 255.;\n\tfragColor.a *= opacity;\n}\n"]),frag:o(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor;\n\nvoid main() {\n\tgl_FragColor = fragColor;\n}\n"]),uniforms:{scale:t.prop("scale"),color:t.prop("fill"),scaleFract:t.prop("scaleFract"),translateFract:t.prop("translateFract"),translate:t.prop("translate"),opacity:t.prop("opacity"),pixelRatio:t.context("pixelRatio"),id:t.prop("id"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop("positionBuffer"),stride:8,offset:8},positionFract:{buffer:t.prop("positionFractBuffer"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},v.defaults={dashes:null,join:"miter",miterLimit:1,thickness:10,cap:"square",color:"black",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);"number"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold||"rect"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?"number"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if("number"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:"positions points data coords",thickness:"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth",join:"lineJoin linejoin join type mode",miterLimit:"miterlimit miterLimit",dashes:"dash dashes dasharray dash-array dashArray",color:"color colour stroke colors colours stroke-color strokeColor",fill:"fill fill-color fillColor",opacity:"alpha opacity",overlay:"overlay crease overlap intersect",close:"closed close closed-path closePath",range:"range dataBox",viewport:"viewport viewBox",hole:"holes hole hollow",splitNull:"splitNull"}),d||(e.passes[f]=d={id:f,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:"linear",min:"linear"}),colorBuffer:r.buffer({usage:"dynamic",type:"uint8",data:new Uint8Array}),positionBuffer:r.buffer({usage:"dynamic",type:"float",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:"dynamic",type:"float",data:new Uint8Array})},t=a({},v.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<v.maxLines&&(d.depth=2*(v.maxLines-1-f%v.maxLines)/v.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,"uint8"):null),null!=t.viewport&&(d.viewport=m(t.viewport)),d.viewport||(d.viewport=m([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var y,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),y=new Float64Array(2*x);for(var w=0;w<x;w++)y[2*w]=b[w],y[2*w+1]=_[w]}else y=l(t.positions,"float64"),x=d.count=Math.floor(y.length/2);var T=d.bounds=i(y,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=y[2*S],P=y[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=y[2*M],P=y[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var I=Object.keys(A).map(Number).sort((function(t,e){return t-e})),O=[],z=0,D=null!=d.hole?d.hole[0]:null;if(null!=D){var R=g(I,(function(t){return t>=D}));(I=I.slice(0,R)).push(D)}for(var F=function(t){var e=k.slice(2*z,2*I[t]).concat(D?k.slice(2*D):[]),r=(d.hole||[]).map((function(e){return e-D+(I[t]-z)})),n=c(e,r);n=n.map((function(e){return e+z+(e+z<I[t]?0:D-I[t])})),O.push.apply(O,n),z=I[t]+1},B=0;B<I.length;B++)F(B);for(var N=0,j=O.length;N<j;N++)null!=A[O[N]]&&(O[N]=A[O[N]]);d.triangles=O}else{for(var U=c(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(y);u(q,2,T);var G=new Float64Array(2*x+6);d.close?y[0]===y[2*x-2]&&y[1]===y[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?y[0]===y[2*x-2]&&y[1]===y[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Y=h(G);d.positionBuffer(Y);var W=p(G,Y);d.positionFractBuffer(W)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var X=d.bounds,Z=X[2]-X[0],J=X[3]-X[1],K=d.range[2]-d.range[0],Q=d.range[3]-d.range[1];d.scale=[Z/K,J/Q],d.translate=[-d.range[0]/K+X[0]/K||0,-d.range[1]/Q+X[1]/Q||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var $,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,$=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];$=new Uint8Array(tt*v.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*v.dashMult*.5;ot<st;++ot)$[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:$,width:$.length,height:1,mag:"linear",min:"linear"},0,0)}if(t.color){var lt=d.count,ct=t.color;ct||(ct="transparent");var ut=new Uint8Array(4*lt+4);if(Array.isArray(ct)&&"number"!=typeof ct[0]){for(var ft=0;ft<lt;ft++){var ht=n(ct[ft],"uint8");ut.set(ht,4*ft)}ut.set(n(ct[0],"uint8"),4*lt)}else for(var pt=n(ct,"uint8"),dt=0;dt<lt+1;dt++)ut.set(pt,4*dt);d.colorBuffer({usage:"dynamic",type:"uint8",data:ut})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var y=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&y.push(this.passes[x]);return this.passes=y,this}},v.prototype.destroy=function(){return 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function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if("undefined"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t["@@iterator"])return Array.from(t)}(t)||a(t)||function(){throw new TypeError("Invalid attempt to spread non-iterable instance.\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.")}()}function a(t,e){if(t){if("string"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return"Object"===r&&t.constructor&&(r=t.constructor.name),"Map"===r||"Set"===r?Array.from(t):"Arguments"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t("color-normalize"),l=t("array-bounds"),c=t("color-id"),u=t("@plotly/point-cluster"),f=t("object-assign"),h=t("glslify"),p=t("pick-by-alias"),d=t("update-diff"),m=t("flatten-vertex-data"),g=t("is-iexplorer"),v=t("to-float32"),y=t("parse-rect"),x=b;function 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e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:"src alpha",dstRGB:"one minus src alpha",srcAlpha:"one minus dst alpha",dstAlpha:"one"}},scissor:{enable:!0,box:t.prop("viewport")},viewport:t.prop("viewport"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop("elements"),count:t.prop("count"),offset:t.prop("offset"),primitive:"points"},s=f({},o);s.frag=h(["precision highp float;\n#define GLSLIFY 1\n\nuniform float opacity;\nuniform sampler2D markerTexture;\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\n\nfloat smoothStep(float x, float y) {\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\n}\n\nvoid main() {\n  float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\n\n  // max-distance alpha\n  if (dist < 0.003) discard;\n\n  // null-border case\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\n  }\n  else {\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\n\n    vec4 color = fragBorderColor;\n    color.a *= borderColorAmt;\n    color = mix(color, fragColor, colorAmt);\n    color.a *= opacity;\n\n    gl_FragColor = color;\n  }\n\n}\n"]),s.vert=h(["precision highp float;\n#define GLSLIFY 1\n\nattribute float x, y, xFract, yFract;\nattribute float size, borderSize;\nattribute vec4 colorId, borderColorId;\nattribute float isActive;\n\nuniform bool constPointSize;\nuniform float pixelRatio;\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\nuniform sampler2D paletteTexture;\n\nconst float maxSize = 100.;\nconst float borderLevel = .5;\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\n\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\n\nbool isDirect = (paletteSize.x < 1.);\n\nvec4 getColor(vec4 id) {\n  return isDirect ? id / 255. : texture2D(paletteTexture,\n    vec2(\n      (id.x + .5) / paletteSize.x,\n      (id.y + .5) / paletteSize.y\n    )\n  );\n}\n\nvoid main() {\n  // ignore inactive points\n  if (isActive == 0.) return;\n\n  vec2 position = vec2(x, y);\n  vec2 positionFract = vec2(xFract, yFract);\n\n  vec4 color = getColor(colorId);\n  vec4 borderColor = getColor(borderColorId);\n\n  float size = size * maxSize / 255.;\n  float borderSize = borderSize * maxSize / 255.;\n\n  gl_PointSize = 2. * size * pointSizeScale;\n  fragPointSize = size * pixelRatio;\n\n  vec2 pos = (position + translate) * scale\n      + (positionFract + translateFract) * scale\n      + (position + translate) * scaleFract\n      + (positionFract + translateFract) * scaleFract;\n\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\n\n  fragColor = color;\n  fragBorderColor = borderColor;\n  fragWidth = 1. / gl_PointSize;\n\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\n}"]),this.drawMarker=t(s);var l=f({},o);l.frag=h(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragBorderRadius, fragWidth;\n\nuniform float opacity;\n\nfloat smoothStep(float edge0, float edge1, float x) {\n\tfloat t;\n\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\n\treturn t * t * (3.0 - 2.0 * t);\n}\n\nvoid main() {\n\tfloat radius, alpha = 1.0, delta = fragWidth;\n\n\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\n\n\tif (radius > 1.0 + delta) {\n\t\tdiscard;\n\t}\n\n\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\n\n\tfloat borderRadius = fragBorderRadius;\n\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\n\tvec4 color = mix(fragColor, fragBorderColor, ratio);\n\tcolor.a *= alpha * opacity;\n\tgl_FragColor = color;\n}\n"]),l.vert=h(["precision highp float;\n#define GLSLIFY 1\n\nattribute float x, y, xFract, yFract;\nattribute float size, borderSize;\nattribute vec4 colorId, borderColorId;\nattribute float isActive;\n\nuniform bool constPointSize;\nuniform float pixelRatio;\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\nuniform sampler2D paletteTexture;\n\nconst float maxSize = 100.;\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragBorderRadius, fragWidth;\n\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\n\nbool isDirect = (paletteSize.x < 1.);\n\nvec4 getColor(vec4 id) {\n  return isDirect ? id / 255. : texture2D(paletteTexture,\n    vec2(\n      (id.x + .5) / paletteSize.x,\n      (id.y + .5) / paletteSize.y\n    )\n  );\n}\n\nvoid main() {\n  // ignore inactive points\n  if (isActive == 0.) return;\n\n  vec2 position = vec2(x, y);\n  vec2 positionFract = vec2(xFract, yFract);\n\n  vec4 color = getColor(colorId);\n  vec4 borderColor = getColor(borderColorId);\n\n  float size = size * maxSize / 255.;\n  float borderSize = borderSize * maxSize / 255.;\n\n  gl_PointSize = (size + borderSize) * pointSizeScale;\n\n  vec2 pos = (position + translate) * scale\n      + (positionFract + translateFract) * scale\n      + (position + translate) * scaleFract\n      + (positionFract + translateFract) * scaleFract;\n\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\n\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\n  fragColor = color;\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\n  fragWidth = 1. / gl_PointSize;\n}\n"]),g&&(l.frag=l.frag.replace("smoothstep","smoothStep"),s.frag=s.frag.replace("smoothstep","smoothStep")),this.drawCircle=t(l)}b.defaults={color:"black",borderColor:"transparent",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if("number"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),m=0;m<r.length;m++){var g=r[m];d[g]=p?p[g]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:"function"==typeof e?e={ondraw:e}:"number"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:"positions data points",snap:"snap cluster lod tree",size:"sizes size radius",borderSize:"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline",color:"colors color fill fill-color fillColor",borderColor:"borderColors borderColor stroke stroke-color strokeColor",marker:"markers marker shape",range:"range dataBox databox",viewport:"viewport viewPort viewBox viewbox",opacity:"opacity alpha transparency",bounds:"bound bounds boundaries limits",tooManyColors:"tooManyColors palette paletteMode optimizePalette enablePalette"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:"stream",type:"uint8"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"uint8"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"uint8"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"float"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"float"})},e=f({},b.defaults,e)),e.positions&&!("marker"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!("positions"in e)&&(e.positions=n.positions,delete n.positions);var g=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),g+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),g+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return"range"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=m(t,"float64");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:"points",usage:"static",data:e.tree,type:"uint32"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=v.float32(t);return i({data:p,usage:"dynamic"}),a({data:v.fract32(t,p),usage:"dynamic"}),s({data:new Uint8Array(c),type:"uint8",usage:"stream"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&"number"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var f={data:a[u],type:"uint8",usage:"static"};i[u]?i[u](f):i[u]=o.buffer(f),i[u].data=a[u]}}else{i[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),g){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);A({data:M,usage:"dynamic"})}if(x){var E,L=n,C=L.count,P=L.color,I=L.borderColor,O=L.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*C);for(var z=0;z<C;z++){var D=P[z];E[8*z]=h[4*D],E[8*z+1]=h[4*D+1],E[8*z+2]=h[4*D+2],E[8*z+3]=h[4*D+3];var R=I[z];E[8*z+4]=h[4*R],E[8*z+5]=h[4*R+1],E[8*z+6]=h[4*R+2],E[8*z+7]=h[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}O({data:E||new Uint8Array(0),type:"uint8",usage:"dynamic"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:"linear",min:"linear"})),a},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if("number"==typeof t[0]){var a=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)a.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)a.push(t.subarray(l,l+4));t=a}for(var u=0;u<t.length;u++){var f=t[u];f=s(f,"uint8");var h=c(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[u]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t("object-assign");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{"@plotly/point-cluster":59,"array-bounds":72,"color-id":124,"color-normalize":126,"flatten-vertex-data":244,glslify:424,"is-iexplorer":434,"object-assign":466,"parse-rect":471,"pick-by-alias":475,"to-float32":573,"update-diff":594}],515:[function(t,e,r){"use strict";var n=t("regl-scatter2d"),i=t("pick-by-alias"),a=t("array-bounds"),o=t("raf"),s=t("array-range"),l=t("parse-rect"),c=t("flatten-vertex-data");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if("number"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:"data items columns rows values dimensions samples x",snap:"snap cluster",size:"sizes size radius",color:"colors color fill fill-color fillColor",opacity:"opacity alpha transparency opaque",borderSize:"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline",borderColor:"borderColors borderColor bordercolor stroke stroke-color strokeColor",marker:"markers marker shape",range:"range ranges databox dataBox",viewport:"viewport viewBox viewbox",domain:"domain domains area areas",padding:"pad padding paddings pads margin margins",transpose:"transpose transposed",diagonal:"diagonal diag showDiagonal",upper:"upper 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+"."+Math.floor(t/20)+"."+t%20},forYear:function(t){if((t=t.split(".")).length<3)throw"Invalid Mayan year";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw"Invalid Mayan year";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{"../main":617,"object-assign":466}],611:[function(t,e,r){var n=t("../main"),i=t("object-assign");function a(t){this.local=this.regionalOptions[t||""]||this.regionalOptions[""]}a.prototype=new 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9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,"d").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 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n.baseCalendar,i(a.prototype,{name:"UmmAlQura",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{"":{name:"Umm al-Qura",epochs:["BH","AH"],monthNames:["Al-Muharram","Safar","Rabi' al-awwal","Rabi' Al-Thani","Jumada Al-Awwal","Jumada Al-Thani","Rajab","Sha'aban","Ramadan","Shawwal","Dhu al-Qi'dah","Dhu al-Hijjah"],monthNamesShort:["Muh","Saf","Rab1","Rab2","Jum1","Jum2","Raj","Sha'","Ram","Shaw","DhuQ","DhuH"],dayNames:["Yawm al-Ahad","Yawm al-Ithnain","Yawm al-Thal\u0101th\u0101\u2019","Yawm al-Arba\u2018\u0101\u2019","Yawm al-Kham\u012bs","Yawm al-Jum\u2018a","Yawm al-Sabt"],dayNamesMin:["Ah","Ith","Th","Ar","Kh","Ju","Sa"],digits:null,dateFormat:"yyyy/mm/dd",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),"d"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\{0\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=t("object-assign");function i(){this.regionalOptions=[],this.regionalOptions[""]={invalidCalendar:"Calendar {0} not found",invalidDate:"Invalid {0} date",invalidMonth:"Invalid {0} month",invalidYear:"Invalid {0} year",differentCalendars:"Cannot mix {0} and {1} dates"},this.local=this.regionalOptions[""],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[""].invalidDate).replace(/\{0\}/,this._calendar.local.name)}function o(t,e){return"000000".substring(0,e-(t=""+t).length)+t}function s(){this.shortYearCutoff="+10"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[""]}n(i.prototype,{instance:function(t,e){t=(t||"gregorian").toLowerCase(),e=e||"";var r=this._localCals[t+"-"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+"-"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[""].invalidCalendar).replace(/\{0\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():"string"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+"").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n="",i=0;r>0;){var a=r%10;n=(0===a?"":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,"y")},month:function(t){return 0===arguments.length?this._month:this.set(t,"m")},day:function(t){return 0===arguments.length?this._day:this.set(t,"d")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[""].invalidDate).replace(/\{0\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[""].differentCalendars).replace(/\{0\}/,this._calendar.local.name).replace(/\{1\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?"-":"")+o(Math.abs(this.year()),4)+"-"+o(this.month(),2)+"-"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear);return(e.year()<0?"-":"")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[""].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[""].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[""].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,"d"===r||"w"===r){var n=t.toJD()+e*("w"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+("y"===r?e:0),o=t.monthOfYear()+("m"===r?e:0);i=t.day();"y"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):"m"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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i.local.unexpectedText||i.regionalOptions[""].unexpectedText;if(-1===h?h=this.today().year():h<100&&g&&(h+=-1===n?1900:this.today().year()-this.today().year()%100-(h<=n?0:100)),"string"==typeof p&&(p=s.call(this,h,p)),m>-1){p=1,d=m;for(var E=this.daysInMonth(h,p);d>E;E=this.daysInMonth(h,p))p++,d-=E}return f>-1?this.fromJD(f):this.newDate(h,p,d)},determineDate:function(t,e,r,n,i){r&&"object"!=typeof r&&(i=n,n=r,r=null),"string"!=typeof n&&(i=n,n="");var a=this;return e=e?e.newDate():null,t=null==t?e:"string"==typeof t?function(t){try{return a.parseDate(n,t,i)}catch(t){}for(var e=((t=t.toLowerCase()).match(/^c/)&&r?r.newDate():null)||a.today(),o=/([+-]?[0-9]+)\s*(d|w|m|y)?/g,s=o.exec(t);s;)e.add(parseInt(s[1],10),s[2]||"d"),s=o.exec(t);return e}(t):"number"==typeof t?isNaN(t)||t===1/0||t===-1/0?e:a.today().add(t,"d"):a.newDate(t)}})},{"./main":617,"object-assign":466}],619:[function(t,e,r){"use strict";var n,i=function(){return function(t,e,r,n,i,a){var o=t[0],s=r[0],l=[0],c=s;n|=0;var 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":r._dfltTitle.annotation),a("textangle"),n.coerceFont(a,"font",r.font),a("width"),a("align"),a("height")&&a("valign"),u){var f,h,p=a("arrowside");-1!==p.indexOf("end")&&(f=a("arrowhead"),h=a("arrowsize")),-1!==p.indexOf("start")&&(a("startarrowhead",f),a("startarrowsize",h)),a("arrowcolor",l?e.bordercolor:i.defaultLine),a("arrowwidth",2*(l&&c||1)),a("standoff"),a("startstandoff")}var d=a("hovertext"),m=r.hoverlabel||{};if(d){var g=a("hoverlabel.bgcolor",m.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a("hoverlabel.bordercolor",m.bordercolor||i.contrast(g));n.coerceFont(a,"hoverlabel.font",{family:m.font.family,size:m.font.size,color:m.font.color||v})}a("captureevents",!!d)}},{"../../lib":776,"../color":639}],626:[function(t,e,r){"use strict";var n=t("fast-isnumeric"),i=t("../../lib/to_log_range");e.exports=function(t,e,r,a){e=e||{};var o="log"===r&&"linear"===e.type,s="linear"===r&&"log"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c="annotations["+h+"].",l[f+"ref"]===e._id&&p(f),l["a"+f+"ref"]===e._id&&p("a"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{"../../lib/to_log_range":804,"fast-isnumeric":242}],627:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../plots/cartesian/axes"),a=t("../../plots/array_container_defaults"),o=t("./common_defaults"),s=t("./attributes");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a("visible"),c=a("clicktoshow");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=["x","y"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var m=f[d],g=i.coerceRef(t,e,p,m,"","paper");if("paper"!==g)i.getFromId(p,g)._annIndices.push(e._index);if(i.coercePosition(e,p,a,g,m,.5),u){var v="a"+m,y=i.coerceRef(t,e,p,v,"pixel",["pixel","paper"]);"pixel"!==y&&y!==g&&(y=e[v]="pixel");var x="pixel"===y?h[d]:.4;i.coercePosition(e,p,a,y,v,x)}a(m+"anchor"),a(m+"shift")}if(n.noneOrAll(t,e,["x","y"]),u&&n.noneOrAll(t,e,["ax","ay"]),c){var b=a("xclick"),_=a("yclick");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,p,e.yref)}}}e.exports=function(t,e){a(t,e,{name:"annotations",handleItemDefaults:l})}},{"../../lib":776,"../../plots/array_container_defaults":822,"../../plots/cartesian/axes":827,"./attributes":622,"./common_defaults":625}],628:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../registry"),a=t("../../plots/plots"),o=t("../../lib"),s=o.strTranslate,l=t("../../plots/cartesian/axes"),c=t("../color"),u=t("../drawing"),f=t("../fx"),h=t("../../lib/svg_text_utils"),p=t("../../lib/setcursor"),d=t("../dragelement"),m=t("../../plot_api/plot_template").arrayEditor,g=t("./draw_arrow_head");function v(t,e){var r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+"ref"],s=-1!==r.indexOf("y"),c="domain"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b="annotation-"+a,_=a+".annotations"):(b="annotation",_="annotations");var A=m(t.layout,_,e),M=A.modifyBase,S=A.modifyItem,E=A.getUpdateObj;w._infolayer.selectAll("."+b+'[data-index="'+r+'"]').remove();var L="clip"+w._uid+"_ann"+r;if(e._input&&!1!==e.visible){var C={x:{},y:{}},P=+e.textangle||0,I=w._infolayer.append("g").classed(b,!0).attr("data-index",String(r)).style("opacity",e.opacity),O=I.append("g").classed("annotation-text-g",!0),z=k[e.showarrow?"annotationTail":"annotationPosition"],D=e.captureevents||k.annotationText||z,R=O.append("g").style("pointer-events",D?"all":null).call(p,"pointer").on("click",(function(){t._dragging=!1,t.emit("plotly_clickannotation",Y(n.event))}));e.hovertext&&R.on("mouseover",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on("mouseout",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append("rect").attr("class","bg").style("stroke-width",F+"px").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll("#"+L).data(U?[0]:[]);V.enter().append("clipPath").classed("annclip",!0).attr("id",L).append("rect"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append("text").classed("annotation-text",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on("edit",(function(r){e.text=r,this.call(W),S("text",r),v&&v.autorange&&M(v._name+".autorange",!0),x&&x.autorange&&M(x._name+".autorange",!0),i.call("_guiRelayout",t,E())})):G.call(W)}else n.selectAll("#"+L).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,H).attr({"text-anchor":{left:"start",right:"end"}[e.align]||"middle"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll("a");1===r.size()&&r.text()===G.text()&&R.insert("a",":first-child").attr({"xlink:xlink:href":r.attr("xlink:href"),"xlink:xlink:show":r.attr("xlink:show")}).style({cursor:"pointer"}).node().appendChild(j.node());var n=R.select(".annotation-text-math-group"),f=!n.empty(),m=u.bBox((f?n:G).node()),b=m.width,_=m.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),H=Math.round(D+2*N);function q(t,e){return"auto"===e&&(e=t<1/3?"left":t>2/3?"right":"center"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=["x","y"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+"ref"]||et,nt=e["a"+et+"ref"],it={x:v,y:x}[et],at=(P+("x"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+"anchor"],ut=e[et+"shift"]*("x"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&"domain"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e["a"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt="domain"===ht;"x"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var mt=e["a"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);"domain"===gt?("y"===et&&(mt=1-mt),ft.tail=it._offset+it._length*mt):"paper"===gt?"y"===et?(mt=1-mt,ft.tail=T.t+T.h*mt):ft.tail=T.l+T.w*mt:ft.tail=it._offset+it.r2p(mt),K=tt}else ft.tail=J+mt,K=tt+mt;ft.text=ft.tail+tt;var vt=w["x"===et?"width":"height"];if("paper"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),"pixel"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*q($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e["_"+et+"padplus"]=lt/2+K,e["_"+et+"padminus"]=lt/2-K,e["_"+et+"size"]=lt,e["_"+et+"shift"]=tt}if(W)R.remove();else{var bt=0,_t=0;if("left"!==e.align&&(bt=(A-b)*("center"===e.align?.5:1)),"top"!==e.valign&&(_t=(D-_)*("middle"===e.valign?.5:1)),f)n.select("svg").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?L:null,t);else{var wt=N+_t-m.top,Tt=N+bt-m.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?L:null,t)}V.select("rect").call(u.setRect,N,N,A,D),j.call(u.setRect,F/2,F/2,B-F,H-F),R.call(u.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),O.attr({transform:"rotate("+P+","+C.x.text+","+C.y.text+")"});var kt,At=function(r,n){I.selectAll(".annotation-arrow-g").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,m=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,m,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr("width"),z=+j.attr("height"),D=m-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=I.append("g").style({opacity:c.opacity(H)}).classed("annotation-arrow-g",!0),Y=G.append("path").attr("d","M"+h+","+p+"L"+l+","+f).style("stroke-width",V+"px").call(c.stroke,c.rgb(H));if(g(Y,q,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var J,K,Q=G.append("path").classed("annotation-arrow",!0).classed("anndrag",!0).classed("cursor-move",!0).attr({d:"M3,3H-3V-3H3ZM0,0L"+(h-W)+","+(p-X),transform:s(W,X)}).style("stroke-width",V+6+"px").call(c.stroke,"rgba(0,0,0,0)").call(c.fill,"rgba(0,0,0,0)");d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);J=t.x,K=t.y,v&&v.autorange&&M(v._name+".autorange",!0),x&&x.autorange&&M(x._name+".autorange",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S("x",y(v,t,"x",T,e)),S("y",y(x,r,"y",T,e)),e.axref===e.xref&&S("ax",y(v,t,"ax",T,e)),e.ayref===e.yref&&S("ay",y(x,r,"ay",T,e)),G.attr("transform",s(t,r)),O.attr({transform:"rotate("+P+","+i+","+a+")"})},doneFn:function(){i.call("_guiRelayout",t,E());var e=document.querySelector(".js-notes-box-panel");e&&e.redraw(e.selectedObj)}})}}};if(e.showarrow&&At(0,0),z)d.init({element:R.node(),gd:t,prepFn:function(){kt=O.attr("transform")},moveFn:function(t,r){var n="pointer";if(e.showarrow)e.axref===e.xref?S("ax",y(v,t,"ax",T,e)):S("ax",e.ax+t),e.ayref===e.yref?S("ay",y(x,r,"ay",T.w,e)):S("ay",e.ay+r),At(t,r);else{if(a)return;var i,o;if(v)i=y(v,t,"x",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=y(x,r,"y",T,e);else{var u=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(f-r/T.h,u,0,1,e.yanchor)}S("x",i),S("y",o),v&&x||(n=d.getCursor(v?.5:i,x?.5:o,e.xanchor,e.yanchor))}O.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit("plotly_clickannotation",Y(n))},doneFn:function(){p(R),i.call("_guiRelayout",t,E());var e=document.querySelector(".js-notes-box-panel");e&&e.redraw(e.selectedObj)}})}}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(".annotation").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:x}},{"../../lib":776,"../../lib/setcursor":797,"../../lib/svg_text_utils":802,"../../plot_api/plot_template":816,"../../plots/cartesian/axes":827,"../../plots/plots":890,"../../registry":904,"../color":639,"../dragelement":658,"../drawing":661,"../fx":679,"./draw_arrow_head":629,"@plotly/d3":58}],629:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../color"),a=t("./arrow_paths"),o=t("../../lib"),s=o.strScale,l=o.strRotate,c=o.strTranslate;e.exports=function(t,e,r){var o,u,f,h,p=t.node(),d=a[r.arrowhead||0],m=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),v=(r.arrowwidth||1)*(r.startarrowsize||1),y=e.indexOf("start")>=0,x=e.indexOf("end")>=0,b=d.backoff*g+r.standoff,_=m.backoff*v+r.startstandoff;if("line"===p.nodeName){o={x:+t.attr("x1"),y:+t.attr("y1")},u={x:+t.attr("x2"),y:+t.attr("y2")};var w=o.x-u.x,T=o.y-u.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void z();if(b){if(b*b>w*w+T*T)return void z();var k=b*Math.cos(f),A=b*Math.sin(f);u.x+=k,u.y+=A,t.attr({x2:u.x,y2:u.y})}if(_){if(_*_>w*w+T*T)return void z();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if("path"===p.nodeName){var E=p.getTotalLength(),L="";if(E<b+_)return void z();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L="0px,"+_+"px,";var I=p.getPointAtLength(E),O=p.getPointAtLength(E-.1);h=Math.atan2(I.y-O.y,I.x-O.x),u=p.getPointAtLength(Math.max(0,E-b)),L+=E-(L?_+b:b)+"px,"+E+"px",t.style("stroke-dasharray",L)}function z(){t.style("stroke-dasharray","0px,100px")}function D(e,a,o,u){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append("path").attr({class:t.attr("class"),d:e.path,transform:c(a.x,a.y)+l(180*o/Math.PI)+s(u)}).style({fill:i.rgb(r.arrowcolor),"stroke-width":0}))}y&&D(m,o,f,v),x&&D(d,u,h,g)}},{"../../lib":776,"../color":639,"./arrow_paths":621,"@plotly/d3":58}],630:[function(t,e,r){"use strict";var n=t("./draw"),i=t("./click");e.exports={moduleType:"component",name:"annotations",layoutAttributes:t("./attributes"),supplyLayoutDefaults:t("./defaults"),includeBasePlot:t("../../plots/cartesian/include_components")("annotations"),calcAutorange:t("./calc_autorange"),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:t("./convert_coords")}},{"../../plots/cartesian/include_components":840,"./attributes":622,"./calc_autorange":623,"./click":624,"./convert_coords":626,"./defaults":627,"./draw":628}],631:[function(t,e,r){"use strict";var n=t("../annotations/attributes"),i=t("../../plot_api/edit_types").overrideAll,a=t("../../plot_api/plot_template").templatedArray;e.exports=i(a("annotation",{visible:n.visible,x:{valType:"any"},y:{valType:"any"},z:{valType:"any"},ax:{valType:"number"},ay:{valType:"number"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),"calc","from-root")},{"../../plot_api/edit_types":809,"../../plot_api/plot_template":816,"../annotations/attributes":622}],632:[function(t,e,r){"use 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b=y.width/2+S;g<b?(g=b,e.attr("d","M-"+(b-M)+",0L-"+(b-2*M)+","+x+M+"H"+(S+y.width/2)+"v"+x+(2*S+y.height)+"H-"+b+"V"+x+M+"Z")):g>i.width-b?(g=i.width-b,e.attr("d","M"+(b-M)+",0L"+b+","+x+M+"v"+x+(2*S+y.height)+"H-"+b+"V"+x+M+"H"+(b-2*M)+"Z")):e.attr("d","M0,0L"+M+","+x+M+"H"+(S+y.width/2)+"v"+x+(2*S+y.height)+"H-"+(S+y.width/2)+"V"+x+M+"H-"+M+"Z")}else{var _,C,P;"right"===L.side?(_="start",C=1,P="",g=E._offset+E._length):(_="end",C=-1,P="-",g=E._offset),v=L._offset+(A.y0+A.y1)/2,l.attr("text-anchor",_),e.attr("d","M0,0L"+P+M+","+M+"V"+(S+y.height/2)+"h"+P+(2*S+y.width)+"V-"+(S+y.height/2)+"H"+P+M+"V-"+M+"Z");var O,z=y.height/2,R=D-y.top-z,F="clip"+i._uid+"commonlabel"+L._id;if(g<y.width+2*S+M){O="M-"+(M+S)+"-"+z+"h-"+(y.width-S)+"V"+z+"h"+(y.width-S)+"Z";var B=y.width-g+S;u.positionText(l,B,R),"end"===_&&l.selectAll("tspan").each((function(){var t=n.select(this),e=h.tester.append("text").text(t.text()).call(h.font,m),i=V(r,e.node());Math.round(i.width)<Math.round(y.width)&&t.attr("x",B-i.width),e.remove()}))}else u.positionText(l,C*(S+M),R),O=null;var N=i._topclips.selectAll("#"+F).data(O?[0]:[]);N.enter().append("clipPath").attr("id",F).append("path"),N.exit().remove(),N.select("path").attr("d",O),h.setClipUrl(l,O?F:null,r)}t.attr("transform",s(g,v))})),v.isUnifiedHover(a)){if(d.selectAll("g.hovertext").remove(),0===t.length)return;var G=i.hoverlabel,Y=G.font,W={showlegend:!0,legend:{title:{text:I,font:Y},font:Y,bgcolor:G.bgcolor,bordercolor:G.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:"v"}},X={};x(W,X,r._fullData);var Z=X.legend;Z.entries=[];for(var J=0;J<t.length;J++){var K=O(t[J],!0,a,i,I),Q=K[0],$=K[1],tt=t[J];tt.name=$,tt.text=""!==$?$+" : "+Q:Q;var 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G,Y,W=(H+M+S+E)*i._invScaleX;if(c)t.pos=P,G=z+j/2+W<=F,Y=z-j/2-W>=0,"top"!==t.idealAlign&&G||!Y?G?(z+=j/2,t.anchor="start"):t.anchor="middle":(z-=j/2,t.anchor="end");else if(t.pos=z,G=P+N/2+W<=R,Y=P-N/2-W>=0,"left"!==t.idealAlign&&G||!Y)if(G)P+=N/2,t.anchor="start";else{t.anchor="middle";var X=W/2,Z=P+X-R,J=P-X;Z>0&&(P-=Z),J<0&&(P+=-J)}else P-=N/2,t.anchor="end";w.attr("text-anchor",t.anchor),E&&A.attr("text-anchor",t.anchor),e.attr("transform",s(P,z)+(c?l(_):""))})),yt}function O(t,e,r,n,i,a){var s="",l="";void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=B(t.name,t.nameLength));var c=r.charAt(0),u="x"===c?"y":"x";void 0!==t.zLabel?(void 0!==t.xLabel&&(l+="x: "+t.xLabel+"<br>"),void 0!==t.yLabel&&(l+="y: "+t.yLabel+"<br>"),"choropleth"!==t.trace.type&&"choroplethmapbox"!==t.trace.type&&(l+=(l?"z: ":"")+t.zLabel)):e&&t[c+"Label"]===i?l=t[u+"Label"]||"":void 0===t.xLabel?void 0!==t.yLabel&&"scattercarpet"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:"("+t.xLabel+", "+t.yLabel+")",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?"<br>":"")+t.text),void 0!==t.extraText&&(l+=(l?"<br>":"")+t.extraText),a&&""===l&&!t.hovertemplate&&(""===s&&a.remove(),l=s);var f=t.hovertemplate||!1;if(f){var h=t.hovertemplateLabels||t;t[c+"Label"]!==i&&(h[c+"other"]=h[c+"Val"],h[c+"otherLabel"]=h[c+"Label"]),l=(l=o.hovertemplateString(f,h,n._d3locale,t.eventData[0]||{},t.trace._meta)).replace(P,(function(e,r){return s=B(r,t.nameLength),""}))}return[l,s]}function z(t,e,r,i){var a=function(t){return t*r},o=function(t){return t*i};t.each((function(t){var r=n.select(this);if(t.del)return r.remove();var 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c=Array.isArray(r)?function(t,e){var i=o.castOption(a,r,t);return l(i)?i:o.extractOption({},n,"",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var i=c(r,n);l(i)&&(t[e]=i)}if(u("hoverinfo","hi","hoverinfo"),u("bgcolor","hbg","hoverlabel.bgcolor"),u("borderColor","hbc","hoverlabel.bordercolor"),u("fontFamily","htf","hoverlabel.font.family"),u("fontSize","hts","hoverlabel.font.size"),u("fontColor","htc","hoverlabel.font.color"),u("nameLength","hnl","hoverlabel.namelength"),u("textAlign","hta","hoverlabel.align"),t.posref="y"===e||"closest"===e&&"h"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel="xLabel"in t?t.xLabel:m.hoverLabelText(t.xa,t.xLabelVal,n.xhoverformat),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&&(t.yLabel="yLabel"in t?t.yLabel:m.hoverLabelText(t.ya,t.yLabelVal,n.yhoverformat),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&&void 0===t.zLabel&&(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||"log"===t.xa.type&&t.xerr<=0)){var f=m.tickText(t.xa,t.xa.c2l(t.xerr),"hover").text;void 0!==t.xerrneg?t.xLabel+=" +"+f+" / -"+m.tickText(t.xa,t.xa.c2l(t.xerrneg),"hover").text:t.xLabel+=" \xb1 "+f,"x"===e&&(t.distance+=1)}if(!(isNaN(t.yerr)||"log"===t.ya.type&&t.yerr<=0)){var h=m.tickText(t.ya,t.ya.c2l(t.yerr),"hover").text;void 0!==t.yerrneg?t.yLabel+=" +"+h+" / -"+m.tickText(t.ya,t.ya.c2l(t.yerrneg),"hover").text:t.yLabel+=" \xb1 "+h,"y"===e&&(t.distance+=1)}var p=t.hoverinfo||t.trace.hoverinfo;return p&&"all"!==p&&(-1===(p=Array.isArray(p)?p:p.split("+")).indexOf("x")&&(t.xLabel=void 0),-1===p.indexOf("y")&&(t.yLabel=void 0),-1===p.indexOf("z")&&(t.zLabel=void 0),-1===p.indexOf("text")&&(t.text=void 0),-1===p.indexOf("name")&&(t.name=void 0)),t}function R(t,e,r){var n,i,o=r.container,s=r.fullLayout,l=s._size,c=r.event,u=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(".spikeline").remove(),f||u){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(u){var g,v,y=e.hLinePoint;n=y&&y.xa,"cursor"===(i=y&&y.ya).spikesnap?(g=c.pointerX,v=c.pointerY):(g=n._offset+y.x,v=i._offset+y.y);var x,b,_=a.readability(y.color,d)<1.5?p.contrast(d):y.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=m.getPxPosition(t,i);if(-1!==w.indexOf("toaxis")||-1!==w.indexOf("across")){if(-1!==w.indexOf("toaxis")&&(x=A,b=g),-1!==w.indexOf("across")){var M=i._counterDomainMin,S=i._counterDomainMax;"free"===i.anchor&&(M=Math.min(M,i.position),S=Math.max(S,i.position)),x=l.l+M*l.w,b=l.l+S*l.w}o.insert("line",":first-child").attr({x1:x,x2:b,y1:v,y2:v,"stroke-width":T,stroke:k,"stroke-dasharray":h.dashStyle(i.spikedash,T)}).classed("spikeline",!0).classed("crisp",!0),o.insert("line",":first-child").attr({x1:x,x2:b,y1:v,y2:v,"stroke-width":T+2,stroke:d}).classed("spikeline",!0).classed("crisp",!0)}-1!==w.indexOf("marker")&&o.insert("circle",":first-child").attr({cx:A+("right"!==i.side?T:-T),cy:v,r:T,fill:k}).classed("spikeline",!0)}if(f){var E,L,C=e.vLinePoint;n=C&&C.xa,i=C&&C.ya,"cursor"===n.spikesnap?(E=c.pointerX,L=c.pointerY):(E=n._offset+C.x,L=i._offset+C.y);var P,I,O=a.readability(C.color,d)<1.5?p.contrast(d):C.color,z=n.spikemode,D=n.spikethickness,R=n.spikecolor||O,F=m.getPxPosition(t,n);if(-1!==z.indexOf("toaxis")||-1!==z.indexOf("across")){if(-1!==z.indexOf("toaxis")&&(P=F,I=L),-1!==z.indexOf("across")){var B=n._counterDomainMin,N=n._counterDomainMax;"free"===n.anchor&&(B=Math.min(B,n.position),N=Math.max(N,n.position)),P=l.t+(1-N)*l.h,I=l.t+(1-B)*l.h}o.insert("line",":first-child").attr({x1:E,x2:E,y1:P,y2:I,"stroke-width":D,stroke:R,"stroke-dasharray":h.dashStyle(n.spikedash,D)}).classed("spikeline",!0).classed("crisp",!0),o.insert("line",":first-child").attr({x1:E,x2:E,y1:P,y2:I,"stroke-width":D+2,stroke:d}).classed("spikeline",!0).classed("crisp",!0)}-1!==z.indexOf("marker")&&o.insert("circle",":first-child").attr({cx:E,cy:F-("top"!==n.side?D:-D),r:D,fill:R}).classed("spikeline",!0)}}}function F(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}function B(t,e){return u.plainText(t||"",{len:e,allowedTags:["br","sub","sup","b","i","em"]})}function N(t,e,r){var n=e[t+"a"],i=e[t+"Val"],a=e.cd[0];if("category"===n.type)i=n._categoriesMap[i];else if("date"===n.type){var o=e.trace[t+"periodalignment"];if(o){var 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y=l._imageLowerLayer.selectAll("image").data(f),x=l._imageUpperLayer.selectAll("image").data(c);y.enter().append("image"),x.enter().append("image"),y.exit().remove(),x.exit().remove(),y.each((function(t){g.bind(this)(t),v.bind(this)(t)})),x.each((function(t){g.bind(this)(t),v.bind(this)(t)}));var b=Object.keys(l._plots);for(r=0;r<b.length;r++){e=b[r];var _=l._plots[e];if(_.imagelayer){var w=_.imagelayer.selectAll("image").data(u[e]||[]);w.enter().append("image"),w.exit().remove(),w.each((function(t){g.bind(this)(t),v.bind(this)(t)}))}}}},{"../../constants/xmlns_namespaces":753,"../../plots/cartesian/axes":827,"../../plots/cartesian/axis_ids":831,"../drawing":661,"@plotly/d3":58}],688:[function(t,e,r){"use 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b=g[a].label;h[x][b]||(m(x,{label:b,color:g[a].color,i:g[a].i,trace:y,pts:g[a].pts}),h[x][b]=!0,d=Math.max(d,(b||"").length))}else m(x,v),d=Math.max(d,(y.name||"").length)}if(!u.length)return[];var _=!f||!s,w=[];for(r=0;r<u.length;r++){var T=c[u[r]];_?w.push(T[0]):w.push(T)}for(_&&(w=[w]),r=0;r<w.length;r++){var k=1/0;for(a=0;a<w[r].length;a++){var A=w[r][a].trace.legendrank;k>A&&(k=A)}w[r][0]._groupMinRank=k,w[r][0]._preGroupSort=r}var M=function(t,e){return t.trace.legendrank-e.trace.legendrank||t._preSort-e._preSort};for(w.forEach((function(t,e){t[0]._preGroupSort=e})),w.sort((function(t,e){return t[0]._groupMinRank-e[0]._groupMinRank||t[0]._preGroupSort-e[0]._preGroupSort})),r=0;r<w.length;r++){w[r].forEach((function(t,e){t._preSort=e})),w[r].sort(M);var S=w[r][0].trace,E=null;for(a=0;a<w[r].length;a++){var L=w[r][a].trace.legendgrouptitle;if(L&&L.text){E=L,o&&(L.font=e._groupTitleFont);break}}if(l&&w[r].reverse(),E){var 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Select")},attr:"dragmode",val:"select",icon:o.selectbox,click:f},u.lasso2d={name:"lasso2d",_cat:"lasso",title:function(t){return c(t,"Lasso Select")},attr:"dragmode",val:"lasso",icon:o.lasso,click:f},u.drawclosedpath={name:"drawclosedpath",title:function(t){return c(t,"Draw closed freeform")},attr:"dragmode",val:"drawclosedpath",icon:o.drawclosedpath,click:f},u.drawopenpath={name:"drawopenpath",title:function(t){return c(t,"Draw open freeform")},attr:"dragmode",val:"drawopenpath",icon:o.drawopenpath,click:f},u.drawline={name:"drawline",title:function(t){return c(t,"Draw line")},attr:"dragmode",val:"drawline",icon:o.drawline,click:f},u.drawrect={name:"drawrect",title:function(t){return c(t,"Draw rectangle")},attr:"dragmode",val:"drawrect",icon:o.drawrect,click:f},u.drawcircle={name:"drawcircle",title:function(t){return c(t,"Draw circle")},attr:"dragmode",val:"drawcircle",icon:o.drawcircle,click:f},u.eraseshape={name:"eraseshape",title:function(t){return c(t,"Erase active shape")},icon:o.eraseshape,click:s},u.zoomIn2d={name:"zoomIn2d",_cat:"zoomin",title:function(t){return c(t,"Zoom in")},attr:"zoom",val:"in",icon:o.zoom_plus,click:f},u.zoomOut2d={name:"zoomOut2d",_cat:"zoomout",title:function(t){return c(t,"Zoom out")},attr:"zoom",val:"out",icon:o.zoom_minus,click:f},u.autoScale2d={name:"autoScale2d",_cat:"autoscale",title:function(t){return c(t,"Autoscale")},attr:"zoom",val:"auto",icon:o.autoscale,click:f},u.resetScale2d={name:"resetScale2d",_cat:"resetscale",title:function(t){return c(t,"Reset axes")},attr:"zoom",val:"reset",icon:o.home,click:f},u.hoverClosestCartesian={name:"hoverClosestCartesian",_cat:"hoverclosest",title:function(t){return c(t,"Show closest data on hover")},attr:"hovermode",val:"closest",icon:o.tooltip_basic,gravity:"ne",click:f},u.hoverCompareCartesian={name:"hoverCompareCartesian",_cat:"hoverCompare",title:function(t){return c(t,"Compare data on hover")},attr:"hovermode",val:function(t){return t._fullLayout._isHoriz?"y":"x"},icon:o.tooltip_compare,gravity:"ne",click:f},u.zoom3d={name:"zoom3d",_cat:"zoom",title:function(t){return c(t,"Zoom")},attr:"scene.dragmode",val:"zoom",icon:o.zoombox,click:h},u.pan3d={name:"pan3d",_cat:"pan",title:function(t){return c(t,"Pan")},attr:"scene.dragmode",val:"pan",icon:o.pan,click:h},u.orbitRotation={name:"orbitRotation",title:function(t){return c(t,"Orbital rotation")},attr:"scene.dragmode",val:"orbit",icon:o["3d_rotate"],click:h},u.tableRotation={name:"tableRotation",title:function(t){return c(t,"Turntable rotation")},attr:"scene.dragmode",val:"turntable",icon:o["z-axis"],click:h},u.resetCameraDefault3d={name:"resetCameraDefault3d",_cat:"resetCameraDefault",title:function(t){return c(t,"Reset camera to default")},attr:"resetDefault",icon:o.home,click:p},u.resetCameraLastSave3d={name:"resetCameraLastSave3d",_cat:"resetCameraLastSave",title:function(t){return c(t,"Reset camera to last save")},attr:"resetLastSave",icon:o.movie,click:p},u.hoverClosest3d={name:"hoverClosest3d",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:function(t,e){var r=d(t,e);n.call("_guiRelayout",t,r)}},u.zoomInGeo={name:"zoomInGeo",_cat:"zoomin",title:function(t){return c(t,"Zoom in")},attr:"zoom",val:"in",icon:o.zoom_plus,click:m},u.zoomOutGeo={name:"zoomOutGeo",_cat:"zoomout",title:function(t){return c(t,"Zoom out")},attr:"zoom",val:"out",icon:o.zoom_minus,click:m},u.resetGeo={name:"resetGeo",_cat:"reset",title:function(t){return c(t,"Reset")},attr:"reset",val:null,icon:o.autoscale,click:m},u.hoverClosestGeo={name:"hoverClosestGeo",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:v},u.hoverClosestGl2d={name:"hoverClosestGl2d",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:v},u.hoverClosestPie={name:"hoverClosestPie",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:"closest",icon:o.tooltip_basic,gravity:"ne",click:v},u.resetViewSankey={name:"resetSankeyGroup",title:function(t){return c(t,"Reset view")},icon:o.home,click:function(t){for(var e={"node.groups":[],"node.x":[],"node.y":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e["node.groups"].push(i.node.groups.slice()),e["node.x"].push(i.node.x.slice()),e["node.y"].push(i.node.y.slice())}n.call("restyle",t,e)}},u.toggleHover={name:"toggleHover",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call("_guiRelayout",t,r)}},u.resetViews={name:"resetViews",title:function(t){return c(t,"Reset views")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute("data-attr","zoom"),r.setAttribute("data-val","reset"),f(t,e),r.setAttribute("data-attr","resetLastSave"),p(t,e),x(t,"geo"),x(t,"mapbox")}},u.toggleSpikelines={name:"toggleSpikelines",title:function(t){return c(t,"Toggle Spike Lines")},icon:o.spikeline,attr:"_cartesianSpikesEnabled",val:"on",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled="on"===r?"off":"on",n.call("_guiRelayout",t,function(t){for(var e="on"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+".showspikes"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:"resetViewMapbox",_cat:"resetView",title:function(t){return c(t,"Reset view")},attr:"reset",icon:o.home,click:function(t){x(t,"mapbox")}},u.zoomInMapbox={name:"zoomInMapbox",_cat:"zoomin",title:function(t){return c(t,"Zoom in")},attr:"zoom",val:"in",icon:o.zoom_plus,click:y},u.zoomOutMapbox={name:"zoomOutMapbox",_cat:"zoomout",title:function(t){return c(t,"Zoom out")},attr:"zoom",val:"out",icon:o.zoom_minus,click:y}},{"../../fonts/ploticon":755,"../../lib":776,"../../plots/cartesian/axis_ids":831,"../../plots/plots":890,"../../registry":904,"../shapes/draw":723}],700:[function(t,e,r){"use strict";var n=t("./buttons"),i=Object.keys(n),a=["drawline","drawopenpath","drawclosedpath","drawcircle","drawrect","eraseshape"],o=["v1hovermode","hoverclosest","hovercompare","togglehover","togglespikelines"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var 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n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,"scatter-like")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,"box-violin")&&"all"!==n.boxpoints&&"all"!==n.points||(e=!0))}return e})(r)&&O.push("select2d","lasso2d");var z=[],D=function(t){-1===z.indexOf(t)&&-1!==P.indexOf(t)&&z.push(t)};if(Array.isArray(p)){for(var R=[],F=0;F<p.length;F++){var B=p[F];"string"==typeof B?(B=B.toLowerCase(),-1!==c.indexOf(B)?(e._has("mapbox")||e._has("cartesian"))&&O.push(B):"togglespikelines"===B?D("toggleSpikelines"):"togglehover"===B?D("toggleHover"):"hovercompare"===B?D("hoverCompareCartesian"):"hoverclosest"===B?(D("hoverClosestCartesian"),D("hoverClosestGeo"),D("hoverClosest3d"),D("hoverClosestGl2d"),D("hoverClosestPie")):"v1hovermode"===B&&(D("toggleHover"),D("hoverClosestCartesian"),D("hoverCompareCartesian"),D("hoverClosestGeo"),D("hoverClosest3d"),D("hoverClosestGl2d"),D("hoverClosestPie"))):R.push(B)}p=R}return E(O),E(C.concat(I)),E(z),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(S,p)}(t),u?u.update(t,f):e._modeBar=s(t,f)}else u&&(u.destroy(),delete e._modeBar)}},{"../../plots/cartesian/axis_ids":831,"../../registry":904,"../../traces/scatter/subtypes":1216,"../fx/helpers":675,"./buttons":699,"./constants":700,"./modebar":704}],704:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("fast-isnumeric"),a=t("../../lib"),o=t("../../fonts/ploticon"),s=new DOMParser;function l(t){this.container=t.container,this.element=document.createElement("div"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var c=l.prototype;c.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i="modebar-"+n._uid;this.element.setAttribute("id",i),this._uid=i,this.element.className="modebar","hover"===r.displayModeBar&&(this.element.className+=" modebar--hover 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e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error("must provide button 'name' in button config");if(-1!==e.buttonsNames.indexOf(n))throw new Error("button name '"+n+"' is taken");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},c.createGroup=function(){var t=document.createElement("div");return t.className="modebar-group",t},c.createButton=function(t){var e=this,r=document.createElement("a");r.setAttribute("rel","tooltip"),r.className="modebar-btn";var i=t.title;void 0===i?i=t.name:"function"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute("data-title",i),void 0!==t.attr&&r.setAttribute("data-attr",t.attr);var a=t.val;if(void 0!==a&&("function"==typeof a&&(a=a(this.graphInfo)),r.setAttribute("data-val",a)),"function"!=typeof t.click)throw new Error("must provide button 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e.setAttribute("height","1em"),e.setAttribute("width","1em"),e},c.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute("data-attr"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute("data-val")||!0,o=t.getAttribute("data-attr"),s="true"===t.getAttribute("data-toggle"),l=n.select(t);if(s)o===r&&l.classed("active",!l.classed("active"));else{var c=null===o?o:a.nestedProperty(e,o).get();l.classed("active",c===i)}}))},c.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},c.getLogo=function(){var t=this.createGroup(),e=document.createElement("a");return e.href="https://plotly.com/",e.target="_blank",e.setAttribute("data-title",a._(this.graphInfo,"Produced with Plotly")),e.className="modebar-btn plotlyjsicon 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strict";e.exports={name:"sliders",containerClassName:"slider-container",groupClassName:"slider-group",inputAreaClass:"slider-input-area",railRectClass:"slider-rail-rect",railTouchRectClass:"slider-rail-touch-rect",gripRectClass:"slider-grip-rect",tickRectClass:"slider-tick-rect",inputProxyClass:"slider-input-proxy",labelsClass:"slider-labels",labelGroupClass:"slider-label-group",labelClass:"slider-label",currentValueClass:"slider-current-value",railHeight:5,menuIndexAttrName:"slider-active-index",autoMarginIdRoot:"slider-",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:"#bec8d9",railBgColor:"#f8fafc",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:"#bec8d9",gripBgColor:"#f6f8fa",gripBgActiveColor:"#dbdde0",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:"#333",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:"#333",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],734:[function(t,e,r){"use 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T={y:e.y,b:u.height*m[w],t:u.height*d[w]};"fraction"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*m[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*m[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case"right":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i="left";break;case"center":n=.5*a.inputAreaLength,i="middle";break;default:n=f.currentValueInset,i="left"}var l=s.ensureSingle(t,"text",f.labelClass,(function(t){t.attr({"text-anchor":i,"data-notex":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:"";if("string"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var m=c.lineCount(l),g=(a.currentValueMaxLines+1-m)*e.currentvalue.font.size*p;return c.positionText(l,n,g),l}}function 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n=t("../../plots/font_attributes"),i=t("../color/attributes"),a=t("../../lib/extend").extendFlat,o=t("../../plot_api/edit_types").overrideAll,s=t("../../plots/pad_attributes"),l=t("../../plot_api/plot_template").templatedArray,c=l("button",{visible:{valType:"boolean"},method:{valType:"enumerated",values:["restyle","relayout","animate","update","skip"],dflt:"restyle"},args:{valType:"info_array",freeLength:!0,items:[{valType:"any"},{valType:"any"},{valType:"any"}]},args2:{valType:"info_array",freeLength:!0,items:[{valType:"any"},{valType:"any"},{valType:"any"}]},label:{valType:"string",dflt:""},execute:{valType:"boolean",dflt:!0}});e.exports=o(l("updatemenu",{_arrayAttrRegexps:[/^updatemenus\[(0|[1-9][0-9]+)\]\.buttons/],visible:{valType:"boolean"},type:{valType:"enumerated",values:["dropdown","buttons"],dflt:"dropdown"},direction:{valType:"enumerated",values:["left","right","up","down"],dflt:"down"},active:{valType:"integer",min:-1,dflt:0},showactive:{valType:"boolean",dflt:!0},buttons:c,x:{valType:"number",min:-2,max:3,dflt:-.05},xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"right"},y:{valType:"number",min:-2,max:3,dflt:1},yanchor:{valType:"enumerated",values:["auto","top","middle","bottom"],dflt:"top"},pad:a(s({editType:"arraydraw"}),{}),font:n({}),bgcolor:{valType:"color"},bordercolor:{valType:"color",dflt:i.borderLine},borderwidth:{valType:"number",min:0,dflt:1,editType:"arraydraw"}}),"arraydraw","from-root")},{"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plot_api/plot_template":816,"../../plots/font_attributes":856,"../../plots/pad_attributes":889,"../color/attributes":638}],739:[function(t,e,r){"use 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k=m>w,A=s.barLength+2*s.barPad,M=s.barWidth+2*s.barPad,S=d,E=g+v;E+M>c&&(E=c-M);var L=this.container.selectAll("rect.scrollbar-horizontal").data(k?[0]:[]);L.exit().on(".drag",null).remove(),L.enter().append("rect").classed("scrollbar-horizontal",!0).call(i.fill,s.barColor),k?(this.hbar=L.attr({rx:s.barRadius,ry:s.barRadius,x:S,y:E,width:A,height:M}),this._hbarXMin=S+A/2,this._hbarTranslateMax=w-A):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var C=v>T,P=s.barWidth+2*s.barPad,I=s.barLength+2*s.barPad,O=d+m,z=g;O+P>l&&(O=l-P);var D=this.container.selectAll("rect.scrollbar-vertical").data(C?[0]:[]);D.exit().on(".drag",null).remove(),D.enter().append("rect").classed("scrollbar-vertical",!0).call(i.fill,s.barColor),C?(this.vbar=D.attr({rx:s.barRadius,ry:s.barRadius,x:O,y:z,width:P,height:I}),this._vbarYMin=z+I/2,this._vbarTranslateMax=T-I):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var R=this.id,F=u-.5,B=C?f+P+.5:f+.5,N=h-.5,j=k?p+M+.5:p+.5,U=o._topdefs.selectAll("#"+R).data(k||C?[0]:[]);if(U.exit().remove(),U.enter().append("clipPath").attr("id",R).append("rect"),k||C?(this._clipRect=U.select("rect").attr({x:Math.floor(F),y:Math.floor(N),width:Math.ceil(B)-Math.floor(F),height:Math.ceil(j)-Math.floor(N)}),this.container.call(a.setClipUrl,R,this.gd),this.bg.attr({x:d,y:g,width:m,height:v})):(this.bg.attr({width:0,height:0}),this.container.on("wheel",null).on(".drag",null).call(a.setClipUrl,null),delete this._clipRect),k||C){var V=n.behavior.drag().on("dragstart",(function(){n.event.sourceEvent.preventDefault()})).on("drag",this._onBoxDrag.bind(this));this.container.on("wheel",null).on("wheel",this._onBoxWheel.bind(this)).on(".drag",null).call(V);var H=n.behavior.drag().on("dragstart",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on("drag",this._onBarDrag.bind(this));k&&this.hbar.on(".drag",null).call(H),C&&this.vbar.on(".drag",null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on("wheel",null).on(".drag",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(".drag",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(".drag",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t+=n.event.deltaY),this.vbar&&(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&&this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},{"../../lib":776,"../color":639,"../drawing":661,"@plotly/d3":58}],744:[function(t,e,r){"use strict";e.exports={FROM_BL:{left:0,center:.5,right:1,bottom:0,middle:.5,top:1},FROM_TL:{left:0,center:.5,right:1,bottom:1,middle:.5,top:0},FROM_BR:{left:1,center:.5,right:0,bottom:0,middle:.5,top:1},LINE_SPACING:1.3,CAP_SHIFT:.7,MID_SHIFT:.35,OPPOSITE_SIDE:{left:"right",right:"left",top:"bottom",bottom:"top"}}},{}],745:[function(t,e,r){"use strict";e.exports={axisRefDescription:function(t,e,r){return["If set to a",t,"axis id (e.g. *"+t+"* or","*"+t+"2*), the `"+t+"` position refers to a",t,"coordinate. 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e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length>0?n[0]:r;return!!e.selectedpoints&&e.selectedpoints.indexOf(i)>-1}function U(t,e,r){var n,a,o,s;for(n=0;n<e.length;n++){var l=e[n].cd[0].trace._fullInput,c=t._fullLayout._tracePreGUI[l.uid]||{};void 0===c.selectedpoints&&(c.selectedpoints=l._input.selectedpoints||null)}if(r){var u=r.points||[];for(n=0;n<e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&&(s.selectedpoints=[]);for(n=0;n<u.length;n++){var f=u[n],h=f.data,p=f.fullData;f.pointIndices?([].push.apply(h.selectedpoints,f.pointIndices),s._fullInput!==s&&[].push.apply(p.selectedpoints,f.pointIndices)):(h.selectedpoints.push(f.pointIndex),s._fullInput!==s&&p.selectedpoints.push(f.pointIndex))}}else for(n=0;n<e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&&delete s._fullInput.selectedpoints;var d=!1;for(n=0;n<e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,"regl")&&(d=!0);var m=a._module,g=m.styleOnSelect||m.style;g&&(g(t,o,o[0].node3),o[0].nodeRangePlot3&&g(t,o,o[0].nodeRangePlot3))}d&&(w(t),T(t))}function V(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i<t.length;i++)t[i]=l(t[i],n,r);return t}function H(t,e){for(var r=[],n=0;n<t.length;n++){r[n]=[];for(var i=0;i<t[n].length;i++){r[n][i]=[],r[n][i][0]=i?"L":"M";for(var a=0;a<t[n][i].length;a++)r[n][i].push(t[n][i][a])}e||r[n].push(["Z",r[n][0][1],r[n][0][2]])}return r}e.exports={prepSelect:function(t,e,r,i,l){var c=u(l),v=f(l),x=p(l),_=h(l),w=d(l),T="drawcircle"===l,E="drawline"===l||T,L=i.gd,z=L._fullLayout,D=z._zoomlayer,j=i.element.getBoundingClientRect(),q=i.plotinfo,G=I(q),Y=e-j.left,W=r-j.top;z._calcInverseTransform(L);var X=y.apply3DTransform(z._invTransform)(Y,W);Y=X[0],W=X[1];var Z,J,K,Q,$,tt,et,rt=z._invScaleX,nt=z._invScaleY,it=Y,at=W,ot="M"+Y+","+W,st=i.xaxes[0]._length,lt=i.yaxes[0]._length,ct=i.xaxes.concat(i.yaxes),ut=t.altKey&&!(h(l)&&x);F(t,L,i),c&&(Z=M([[Y,W]],k.BENDPX));var ft=D.selectAll("path.select-outline-"+q.id).data(_?[0]:[1,2]),ht=z.newshape;ft.enter().append("path").attr("class",(function(t){return"select-outline select-outline-"+t+" select-outline-"+q.id})).style(_?{opacity:ht.opacity/2,fill:x?void 0:ht.fillcolor,stroke:ht.line.color,"stroke-dasharray":a(ht.line.dash,ht.line.width),"stroke-width":ht.line.width+"px"}:{}).attr("fill-rule",ht.fillrule).classed("cursor-move",!!_).attr("transform",G).attr("d",ot+"Z");var pt,dt=D.append("path").attr("class","zoombox-corners").style({fill:o.background,stroke:o.defaultLine,"stroke-width":1}).attr("transform",G).attr("d","M0,0Z"),mt=z._uid+k.SELECTID,gt=[],vt=N(L,i.xaxes,i.yaxes,i.subplot);function yt(t,e){return t-e}pt=q.fillRangeItems?q.fillRangeItems:v?function(t,e){var 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n,i,o=a.nestedProperty(t,e).get();if(i=(i="date"===t.type?a.dfltRange(t.calendar):"y"===p?T.DFLTRANGEY:r.dfltRange||T.DFLTRANGEX).slice(),"tozero"!==t.rangemode&&"nonnegative"!==t.rangemode||(i[0]=0),o&&2===o.length)for("date"!==t.type||t.autorange||(o[0]=a.cleanDate(o[0],m,t.calendar),o[1]=a.cleanDate(o[1],m,t.calendar)),n=0;n<2;n++)if("date"===t.type){if(!a.isDateTime(o[n],t.calendar)){t[e]=i;break}if(t.r2l(o[0])===t.r2l(o[1])){var l=a.constrain(t.r2l(o[0]),a.MIN_MS+1e3,a.MAX_MS-1e3);o[0]=t.l2r(l-1e3),o[1]=t.l2r(l+1e3);break}}else{if(!s(o[n])){if(!s(o[1-n])){t[e]=i;break}o[n]=o[1-n]*(n?10:.1)}if(o[n]<-d?o[n]=-d:o[n]>d&&(o[n]=d),o[0]===o[1]){var c=Math.max(1,Math.abs(1e-6*o[0]));o[0]-=c,o[1]+=c}}else a.nestedProperty(t,e).set(i)},t.setScale=function(r){var n=e._size;if(t.overlaying){var i=w.getFromId({_fullLayout:e},t.overlaying);t.domain=i.domain}var a=r&&t._r?"_r":"range",o=t.calendar;t.cleanRange(a);var s,l,c=t.r2l(t[a][0],o),u=t.r2l(t[a][1],o),f="y"===p;if((f?(t._offset=n.t+(1-t.domain[1])*n.h,t._length=n.h*(t.domain[1]-t.domain[0]),t._m=t._length/(c-u),t._b=-t._m*u):(t._offset=n.l+t.domain[0]*n.w,t._length=n.w*(t.domain[1]-t.domain[0]),t._m=t._length/(u-c),t._b=-t._m*c),t._rangebreaks=[],t._lBreaks=0,t._m2=0,t._B=[],t.rangebreaks)&&(t._rangebreaks=t.locateBreaks(Math.min(c,u),Math.max(c,u)),t._rangebreaks.length)){for(s=0;s<t._rangebreaks.length;s++)l=t._rangebreaks[s],t._lBreaks+=Math.abs(l.max-l.min);var h=f;c>u&&(h=!h),h&&t._rangebreaks.reverse();var d=h?-1:1;for(t._m2=d*t._length/(Math.abs(u-c)-t._lBreaks),t._B.push(-t._m2*(f?u:c)),s=0;s<t._rangebreaks.length;s++)l=t._rangebreaks[s],t._B.push(t._B[t._B.length-1]-d*t._m2*(l.max-l.min));for(s=0;s<t._rangebreaks.length;s++)(l=t._rangebreaks[s]).pmin=B(l.min),l.pmax=B(l.max)}if(!isFinite(t._m)||!isFinite(t._b)||t._length<0)throw e._replotting=!1,new Error("Something went wrong with axis scaling")},t.maskBreaks=function(e){var 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n=t("@plotly/d3"),i=t("../../lib"),a=t("../../registry"),o=Math.PI/180,s=180/Math.PI,l={cursor:"pointer"},c={cursor:"auto"};function u(t,e){return n.behavior.zoom().translate(e.translate()).scale(e.scale())}function f(t,e,r){var n=t.id,o=t.graphDiv,s=o.layout,l=s[n],c=o._fullLayout,u=c[n],f={},h={};function p(t,e){f[n+"."+t]=i.nestedProperty(l,t).get(),a.call("_storeDirectGUIEdit",s,c._preGUI,f);var r=i.nestedProperty(u,t);r.get()!==e&&(r.set(e),i.nestedProperty(l,t).set(e),h[n+"."+t]=e)}r(p),p("projection.scale",e.scale()/t.fitScale),p("fitbounds",!1),o.emit("plotly_relayout",h)}function h(t,e){var r=u(0,e);function i(r){var n=e.invert(t.midPt);r("center.lon",n[0]),r("center.lat",n[1])}return r.on("zoomstart",(function(){n.select(this).style(l)})).on("zoom",(function(){e.scale(n.event.scale).translate(n.event.translate),t.render();var r=e.invert(t.midPt);t.graphDiv.emit("plotly_relayouting",{"geo.projection.scale":e.scale()/t.fitScale,"geo.center.lon":r[0],"geo.center.lat":r[1]})})).on("zoomend",(function(){n.select(this).style(c),f(t,e,i)})),r}function p(t,e){var r,i,a,o,s,h,p,d,m,g=u(0,e);function v(t){return e.invert(t)}function y(r){var n=e.rotate(),i=e.invert(t.midPt);r("projection.rotation.lon",-n[0]),r("center.lon",i[0]),r("center.lat",i[1])}return g.on("zoomstart",(function(){n.select(this).style(l),r=n.mouse(this),i=e.rotate(),a=e.translate(),o=i,s=v(r)})).on("zoom",(function(){if(h=n.mouse(this),function(t){var r=v(t);if(!r)return!0;var n=e(r);return Math.abs(n[0]-t[0])>2||Math.abs(n[1]-t[1])>2}(r))return g.scale(e.scale()),void g.translate(e.translate());e.scale(n.event.scale),e.translate([a[0],n.event.translate[1]]),s?v(h)&&(d=v(h),p=[o[0]+(d[0]-s[0]),i[1],i[2]],e.rotate(p),o=p):s=v(r=h),m=!0,t.render();var 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a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=["x","y"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=["sans-serif","sans-serif"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title="",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont="sans-serif",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=["xaxis","yaxis"];o.merge=function(t){var e,r,n,a,o,l,c,u,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?"":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]="auto"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf("all"):!!a,f=c?"allticks"===a:-1!==String(a).indexOf("ticks"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return"xaxis"===t?"bottom"===r:"yaxis"===t?"left"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return"xaxis"===t?"top"===r:"yaxis"===t?"right"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return"xaxis"===t?"top"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:"yaxis"===t?"right"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return"outside"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return"inside"===t.ticks?-e:e},e.exports=function(t){return new a(t)}},{"../../lib/str2rgbarray":801,"../cartesian/axes":827}],867:[function(t,e,r){"use strict";var n=t("../../plot_api/edit_types").overrideAll,i=t("./scene2d"),a=t("../layout_attributes"),o=t("../../constants/xmlns_namespaces"),s=t("../cartesian/constants"),l=t("../cartesian"),c=t("../../components/fx/layout_attributes"),u=t("../get_data").getSubplotData;r.name="gl2d",r.attr=["xaxis","yaxis"],r.idRoot=["x","y"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t("../cartesian/attributes"),r.supplyLayoutDefaults=function(t,e,r){e._has("cartesian")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,"plot","from-root"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},"plot","nested"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,"gl2d",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(".gl-container"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,"gl2d",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage("png");e._glimages.append("svg:image").attr({xmlns:o.svg,"xlink:href":a,x:0,y:0,width:"100%",height:"100%",preserveAspectRatio:"none"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{"../../components/fx/layout_attributes":680,"../../constants/xmlns_namespaces":753,"../../plot_api/edit_types":809,"../cartesian":841,"../cartesian/attributes":825,"../cartesian/constants":834,"../get_data":864,"../layout_attributes":881,"./scene2d":868}],868:[function(t,e,r){"use strict";var n,i,a=t("../../registry"),o=t("../../plots/cartesian/axes"),s=t("../../components/fx"),l=t("gl-plot2d"),c=t("gl-spikes2d"),u=t("gl-select-box"),f=t("webgl-context"),h=t("./convert"),p=t("./camera"),d=t("../../lib/show_no_webgl_msg"),m=t("../cartesian/constraints"),g=m.enforce,v=m.clean,y=t("../cartesian/autorange").doAutoRange,x=t("../../components/dragelement/helpers"),b=x.drawMode,_=x.selectMode,w=["xaxis","yaxis"],T=t("../cartesian/constants").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement("canvas"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error("Error creating static canvas/context for image server");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(".gl-canvas-focus"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width="100%",r.style.height="100%",r.style.position="absolute",r.style.top="0px",r.style.left="0px",r.style["pointer-events"]="none",this.updateSize(r);var a=this.svgContainer=document.createElementNS("http://www.w3.org/2000/svg","svg");a.style.position="absolute",a.style.top=a.style.left="0px",a.style.width=a.style.height="100%",a.style["z-index"]=20,a.style["pointer-events"]="none";var o=this.mouseContainer=document.createElement("div");o.style.position="absolute",o.style["pointer-events"]="auto",this.pickCanvas=this.container.querySelector(".gl-canvas-pick");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener("mouseout",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener("mouseover",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t="png"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement("canvas");f.width=r,f.height=i;var h,p=f.getContext("2d"),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case"jpeg":h=f.toDataURL("image/jpeg");break;case"webp":h=f.toDataURL("image/webp");break;default:h=f.toDataURL("image/png")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+"";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r="xaxis"+e[1],n="yaxis"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+".range"]=e.range.slice(),s=i[r._name+".range"]=r.range.slice();i[e._name+".autorange"]=e.autorange,i[r._name+".autorange"]=r.autorange,a.call("_storeDirectGUIEdit",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit("plotly_relayout",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod("annotations","drawOne")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener("wheel",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+"px",this.mouseContainer.style.height=u.h*(h[1]-h[0])+"px",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+"px",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+"px",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style["pointer-events"]="none",this.mouseContainer.style["pointer-events"]="none"):(this.pickCanvas.style["pointer-events"]="auto",this.mouseContainer.style["pointer-events"]="auto"),this.mouseContainer.style.cursor="pan"===t?"move":"zoom"===t?"crosshair":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&"zoom"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,"plotly_click"),a&&"skip"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var m=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),m.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,"plotly_hover");var g=this.fullData[m.trace.index]||{},v=m.pointIndex,y=s.castHoverinfo(g,i,v);if(y&&"all"!==y){var x=y.split("+");-1===x.indexOf("x")&&(m.traceCoord[0]=void 0),-1===x.indexOf("y")&&(m.traceCoord[1]=void 0),-1===x.indexOf("z")&&(m.traceCoord[2]=void 0),-1===x.indexOf("text")&&(m.textLabel=void 0),-1===x.indexOf("name")&&(m.name=void 0)}s.loneHover({x:m.screenCoord[0],y:m.screenCoord[1],xLabel:this.hoverFormatter("xaxis",m.traceCoord[0]),yLabel:this.hoverFormatter("yaxis",m.traceCoord[1]),zLabel:m.traceCoord[2],text:m.textLabel,name:m.name,color:s.castHoverOption(g,v,"bgcolor")||m.color,borderColor:s.castHoverOption(g,v,"bordercolor"),fontFamily:s.castHoverOption(g,v,"font.family"),fontSize:s.castHoverOption(g,v,"font.size"),fontColor:s.castHoverOption(g,v,"font.color"),nameLength:s.castHoverOption(g,v,"namelength"),textAlign:s.castHoverOption(g,v,"align")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit("plotly_unhover"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),"hover").text}}},{"../../components/dragelement/helpers":657,"../../components/fx":679,"../../lib/show_no_webgl_msg":798,"../../plots/cartesian/axes":827,"../../registry":904,"../cartesian/autorange":826,"../cartesian/constants":834,"../cartesian/constraints":835,"./camera":865,"./convert":866,"gl-plot2d":309,"gl-select-box":321,"gl-spikes2d":330,"webgl-context":602}],869:[function(t,e,r){"use strict";var n=t("../../plot_api/edit_types").overrideAll,i=t("../../components/fx/layout_attributes"),a=t("./scene"),o=t("../get_data").getSubplotData,s=t("../../lib"),l=t("../../constants/xmlns_namespaces");r.name="gl3d",r.attr="scene",r.idRoot="scene",r.idRegex=r.attrRegex=s.counterRegex("scene"),r.attributes=t("./layout/attributes"),r.layoutAttributes=t("./layout/layout_attributes"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},"plot","nested"),r.supplyLayoutDefaults=t("./layout/defaults"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,"gl3d",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(".gl-container"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(".annotation-"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage("png");e._glimages.append("svg:image").attr({xmlns:l.svg,"xlink:href":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:"none"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return"1"===e&&(e=""),"scene"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{"../../components/fx/layout_attributes":680,"../../constants/xmlns_namespaces":753,"../../lib":776,"../../plot_api/edit_types":809,"../get_data":864,"./layout/attributes":870,"./layout/defaults":874,"./layout/layout_attributes":875,"./scene":879}],870:[function(t,e,r){"use strict";e.exports={scene:{valType:"subplotid",dflt:"scene",editType:"calc+clearAxisTypes"}}},{}],871:[function(t,e,r){"use strict";var n=t("../../../components/color"),i=t("../../cartesian/layout_attributes"),a=t("../../../lib/extend").extendFlat,o=t("../../../plot_api/edit_types").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:"boolean",dflt:!0},spikesides:{valType:"boolean",dflt:!0},spikethickness:{valType:"number",min:0,dflt:2},spikecolor:{valType:"color",dflt:n.defaultLine},showbackground:{valType:"boolean",dflt:!1},backgroundcolor:{valType:"color",dflt:"rgba(204, 204, 204, 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204, 204)"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},"plot","from-root")},{"../../../components/color":639,"../../../lib/extend":766,"../../../plot_api/edit_types":809,"../../cartesian/layout_attributes":842}],872:[function(t,e,r){"use strict";var n=t("tinycolor2").mix,i=t("../../../lib"),a=t("../../../plot_api/plot_template"),o=t("./axis_attributes"),s=t("../../cartesian/type_defaults"),l=t("../../cartesian/axis_defaults"),c=["xaxis","yaxis","zaxis"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h("gridcolor",n(f.color,r.bgColor,13600/187).toRgbString()),h("title.text",d[0]),f.setScale=i.noop,h("showspikes")&&(h("spikesides"),h("spikethickness"),h("spikecolor",f.color)),h("showaxeslabels"),h("showbackground")&&h("backgroundcolor")}}},{"../../../lib":776,"../../../plot_api/plot_template":816,"../../cartesian/axis_defaults":829,"../../cartesian/type_defaults":853,"./axis_attributes":871,tinycolor2:572}],873:[function(t,e,r){"use strict";var n=t("../../../lib/str2rgbarray"),i=t("../../../lib"),a=["xaxis","yaxis","zaxis"];function 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o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,"font"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),"showline"in o&&(this.lineEnable[r]=o.showline),"linecolor"in o&&(this.lineColor[r]=n(o.linecolor)),"linewidth"in o&&(this.lineWidth[r]=o.linewidth),"showgrid"in o&&(this.gridEnable[r]=o.showgrid),"gridcolor"in o&&(this.gridColor[r]=n(o.gridcolor)),"gridwidth"in o&&(this.gridWidth[r]=o.gridwidth),"log"===o.type?this.zeroEnable[r]=!1:"zeroline"in o&&(this.zeroEnable[r]=o.zeroline),"zerolinecolor"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),"zerolinewidth"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),"ticks"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,"ticklen"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),"tickcolor"in o&&(this.lineTickColor[r]=n(o.tickcolor)),"tickwidth"in o&&(this.lineTickWidth[r]=o.tickwidth),"tickangle"in o&&(this.tickAngle[r]="auto"===o.tickangle?-3600:Math.PI*-o.tickangle/180),"showticklabels"in o&&(this.tickEnable[r]=o.showticklabels),"tickfont"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),"mirror"in o?-1!==["ticks","all","allticks"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,"showbackground"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{"../../../lib":776,"../../../lib/str2rgbarray":801}],874:[function(t,e,r){"use strict";var n=t("../../../lib"),i=t("../../../components/color"),a=t("../../../registry"),o=t("../../subplot_defaults"),s=t("./axis_defaults"),l=t("./layout_attributes"),c=t("../../get_data").getSubplotData;function u(t,e,r,n){for(var o=r("bgcolor"),l=i.combine(o,n.paper_bgcolor),u=["up","center","eye"],f=0;f<u.length;f++)r("camera."+u[f]+".x"),r("camera."+u[f]+".y"),r("camera."+u[f]+".z");r("camera.projection.type");var h=!!r("aspectratio.x")&&!!r("aspectratio.y")&&!!r("aspectratio.z"),p=r("aspectmode",h?"manual":"auto");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},"manual"===p&&(e.aspectmode="auto"),t.aspectmode=e.aspectmode);var d=c(n.fullData,"gl3d",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod("annotations3d","handleDefaults")(t,e,n);var m=n.getDfltFromLayout("dragmode");if(!1!==m&&!m)if(m="orbit",t.camera&&t.camera.up){var g=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(g&&v&&y?y/Math.sqrt(g*g+v*v+y*y)>.999&&(m="turntable"):m="turntable")}else m="turntable";r("dragmode",m),r("hovermode",n.getDfltFromLayout("hovermode"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:"gl3d",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{"../../../components/color":639,"../../../lib":776,"../../../registry":904,"../../get_data":864,"../../subplot_defaults":898,"./axis_defaults":872,"./layout_attributes":875}],875:[function(t,e,r){"use strict";var n=t("./axis_attributes"),i=t("../../domain").attributes,a=t("../../../lib/extend").extendFlat,o=t("../../../lib").counterRegex;function s(t,e,r){return{x:{valType:"number",dflt:t,editType:"camera"},y:{valType:"number",dflt:e,editType:"camera"},z:{valType:"number",dflt:r,editType:"camera"},editType:"camera"}}e.exports={_arrayAttrRegexps:[o("scene",".annotations",!0)],bgcolor:{valType:"color",dflt:"rgba(0,0,0,0)",editType:"plot"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:"enumerated",values:["perspective","orthographic"],dflt:"perspective",editType:"calc"},editType:"calc"},editType:"camera"},domain:i({name:"scene",editType:"plot"}),aspectmode:{valType:"enumerated",values:["auto","cube","data","manual"],dflt:"auto",editType:"plot",impliedEdits:{"aspectratio.x":void 0,"aspectratio.y":void 0,"aspectratio.z":void 0}},aspectratio:{x:{valType:"number",min:0,editType:"plot",impliedEdits:{"^aspectmode":"manual"}},y:{valType:"number",min:0,editType:"plot",impliedEdits:{"^aspectmode":"manual"}},z:{valType:"number",min:0,editType:"plot",impliedEdits:{"^aspectmode":"manual"}},editType:"plot",impliedEdits:{aspectmode:"manual"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:"enumerated",values:["orbit","turntable","zoom","pan",!1],editType:"plot"},hovermode:{valType:"enumerated",values:["closest",!1],dflt:"closest",editType:"modebar"},uirevision:{valType:"any",editType:"none"},editType:"plot",_deprecated:{cameraposition:{valType:"info_array",editType:"camera"}}}},{"../../../lib":776,"../../../lib/extend":766,"../../domain":855,"./axis_attributes":871}],876:[function(t,e,r){"use strict";var n=t("../../../lib/str2rgbarray"),i=["xaxis","yaxis","zaxis"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{"../../../lib/str2rgbarray":801}],877:[function(t,e,r){"use strict";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if("auto"===u.tickmode){u.tickmode="linear";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],"date"===u.type&&(p[d].text=p[d].text.replace(/\<br\>/g," "));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t("../../cartesian/axes"),i=t("../../../lib"),a=["xaxis","yaxis","zaxis"],o=[0,0,0]},{"../../../lib":776,"../../cartesian/axes":827}],878:[function(t,e,r){"use strict";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],879:[function(t,e,r){"use strict";var n,i,a=t("gl-plot3d"),o=a.createCamera,s=a.createScene,l=t("webgl-context"),c=t("has-passive-events"),u=t("../../registry"),f=t("../../lib"),h=f.preserveDrawingBuffer(),p=t("../../plots/cartesian/axes"),d=t("../../components/fx"),m=t("../../lib/str2rgbarray"),g=t("../../lib/show_no_webgl_msg"),v=t("./project"),y=t("./layout/convert"),x=t("./layout/spikes"),b=t("./layout/tick_marks");function _(t,e){var r=document.createElement("div"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS("http://www.w3.org/2000/svg","svg");i.style.position="absolute",i.style.top=i.style.left="0px",i.style.width=i.style.height="100%",i.style["z-index"]=20,i.style["pointer-events"]="none",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position="absolute",r.style.top=r.style.left="0px",r.style.width=r.style.height="100%",n.appendChild(r),this.fullLayout=e,this.id=t.id||"scene",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod("annotations3d","convert"),this.drawAnnotations=u.getComponentMethod("annotations3d","draw"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement("canvas"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error("error creating static canvas/context for image server");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn(["webgl setup failed possibly due to","false preserveDrawingBuffer config.","The mobile/tablet device may not be detected by is-mobile module.","Enabling preserveDrawingBuffer in second attempt to create webgl scene..."].join(" "));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e="orthographic"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:"orbit"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+".camera"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+".aspectratio"]=t.glplot.getAspectratio(),"manual"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+".aspectmode"]="manual")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit("plotly_relayout",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener("mouseup",(function(){i(t)})),t.glplot.canvas.addEventListener("wheel",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener("mousemove",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit("plotly_relayouting",e)}})),t.staticMode||t.glplot.canvas.addEventListener("webglcontextlost",(function(r){e&&e.emit&&e.emit("plotly_webglcontextlost",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,"viewBox","0 0 "+s+" "+l),n.setAttributeNS(null,"width",s),n.setAttributeNS(null,"height",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c,u=Object.keys(e.traces),h=null,m=e.glplot.selection,g=0;g<u.length;++g)"skip"!==(t=e.traces[u[g]]).data.hoverinfo&&t.handlePick(m)&&(h=t),t.setContourLevels&&t.setContourLevels();function y(t,r,n){var i=e.fullSceneLayout[t+"axis"];return"log"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==h){var x=v(e.glplot.cameraParams,m.dataCoordinate);t=h.data;var _,w=r._fullData[t.index],T=m.index,k={xLabel:y("x",m.traceCoordinate[0],t.xhoverformat),yLabel:y("y",m.traceCoordinate[1],t.yhoverformat),zLabel:y("z",m.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(w,e.fullLayout,T),M=(A||"").split("+"),S=A&&"all"===A;w.hovertemplate||S||(-1===M.indexOf("x")&&(k.xLabel=void 0),-1===M.indexOf("y")&&(k.yLabel=void 0),-1===M.indexOf("z")&&(k.zLabel=void 0),-1===M.indexOf("text")&&(m.textLabel=void 0),-1===M.indexOf("name")&&(h.name=void 0));var E=[];"cone"===t.type||"streamtube"===t.type?(k.uLabel=y("x",m.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf("u"))&&E.push("u: "+k.uLabel),k.vLabel=y("y",m.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf("v"))&&E.push("v: "+k.vLabel),k.wLabel=y("z",m.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf("w"))&&E.push("w: "+k.wLabel),k.normLabel=m.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf("norm"))&&E.push("norm: "+k.normLabel),"streamtube"===t.type&&(k.divergenceLabel=m.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf("divergence"))&&E.push("divergence: "+k.divergenceLabel)),m.textLabel&&E.push(m.textLabel),_=E.join("<br>")):"isosurface"===t.type||"volume"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(m.traceCoordinate[3]),t.valuehoverformat),E.push("value: "+k.valueLabel),m.textLabel&&E.push(m.textLabel),_=E.join("<br>")):_=m.textLabel;var L={x:m.traceCoordinate[0],y:m.traceCoordinate[1],z:m.traceCoordinate[2],data:w._input,fullData:w,curveNumber:w.index,pointNumber:T};d.appendArrayPointValue(L,w,T),t._module.eventData&&(L=w._module.eventData(L,m,w,{},T));var C={points:[L]};if(e.fullSceneLayout.hovermode){var P=[];d.loneHover({trace:w,x:(.5+.5*x[0]/x[3])*s,y:(.5-.5*x[1]/x[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:_,name:h.name,color:d.castHoverOption(w,T,"bgcolor")||h.color,borderColor:d.castHoverOption(w,T,"bordercolor"),fontFamily:d.castHoverOption(w,T,"font.family"),fontSize:d.castHoverOption(w,T,"font.size"),fontColor:d.castHoverOption(w,T,"font.color"),nameLength:d.castHoverOption(w,T,"namelength"),textAlign:d.castHoverOption(w,T,"align"),hovertemplate:f.castOption(w,T,"hovertemplate"),hovertemplateLabels:f.extendFlat({},L,k),eventData:[L]},{container:n,gd:r,inOut_bbox:P}),L.bbox=P[0]}m.buttons&&m.distance<5?r.emit("plotly_click",C):r.emit("plotly_hover",C),c=C}else d.loneUnhover(n),r.emit("plotly_unhover",c);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error("Catastrophic and unrecoverable WebGL error. Context lost.")};requestAnimationFrame(e)};var k=["xaxis","yaxis","zaxis"];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+"calendar"],u=e["_"+o+"length"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(m(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,g=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,M=w._trace.data._pad||0;"ErrorBars"===w.constructor.name&&s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],T[0][a]/h[a]-M),g[1][a]=Math.max(g[1][a],T[1][a]/h[a]+M)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if("rangemode"in s&&"tozero"===s.rangemode&&(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]>g[1][a])g[0][a]=-1,g[1][a]=1;else{var L=g[1][a]-g[0][a];g[0][a]-=L/32,g[1][a]+=L/32}if("reversed"===s.autorange){var C=g[0][a];g[0][a]=g[1][a],g[1][a]=C}}else{var P=s.range;g[0][a]=s.r2l(P[0]),g[1][a]=s.r2l(P[1])}g[0][a]===g[1][a]&&(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.setBounds(a,{min:g[0][a]*h[a],max:g[1][a]*h[a]})}var I=c.aspectmode;if("cube"===I)d=[1,1,1];else if("manual"===I){var O=c.aspectratio;d=[O.x,O.y,O.z]}else{if("auto"!==I&&"data"!==I)throw new Error("scene.js aspectRatio was not one of the enumerated types");var z=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];z[a]=Math.pow(D.acc,1/D.count)/h[a]}d="data"===I||Math.max.apply(null,z)/Math.min.apply(null,z)<=4?z:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position="absolute",B.left=F.l+R.x[0]*F.w+"px",B.top=F.t+(1-R.y[1])*F.h+"px",B.width=F.w*(R.x[1]-R.x[0])+"px",B.height=F.h*(R.y[1]-R.y[0])+"px"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener("wheel",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?"orthographic":"perspective"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),"orthographic"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+".camera").get();function n(t,e,r,n){var i=["up","center","eye"],a=["x","y","z"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+".aspectratio").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+".camera")).get(),p[this.id+".camera"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+".aspectratio")).get(),p[this.id+".aspectratio"]=o),u.call("_storeDirectGUIEdit",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+".camera").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+".aspectratio").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if("orbit"===t)r.mode="orbit",r.keyBindingMode="rotate";else if("turntable"===t){r.up=[0,0,1],r.mode="turntable",r.keyBindingMode="rotate";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+".camera.up",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call("_storeDirectGUIEdit",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t="png"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n<i;++n,--i)for(var a=0;a<e;++a)for(var o=0;o<4;++o){var s=4*(e*n+a)+o,l=4*(e*i+a)+o,c=t[s];t[s]=t[l],t[l]=c}}(a,r,i),function(t,e,r){for(var n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement("canvas");o.width=r,o.height=i;var s,l=o.getContext("2d"),c=l.createImageData(r,i);switch(c.data.set(a),l.putImageData(c,0,0),t){case"jpeg":s=o.toDataURL("image/jpeg");break;case"webp":s=o.toDataURL("image/webp");break;default:s=o.toDataURL("image/png")}return this.staticMode&&this.container.removeChild(n),s},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this._mockAxis={type:"linear",showexponent:"all",exponentformat:"B"},p.setConvert(this._mockAxis,t)},e.exports=_},{"../../components/fx":679,"../../lib":776,"../../lib/show_no_webgl_msg":798,"../../lib/str2rgbarray":801,"../../plots/cartesian/axes":827,"../../registry":904,"./layout/convert":873,"./layout/spikes":876,"./layout/tick_marks":877,"./project":878,"gl-plot3d":312,"has-passive-events":426,"webgl-context":602}],880:[function(t,e,r){"use strict";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],881:[function(t,e,r){"use strict";var n=t("./font_attributes"),i=t("./animation_attributes"),a=t("../components/color/attributes"),o=t("../components/shapes/draw_newshape/attributes"),s=t("./pad_attributes"),l=t("../lib/extend").extendFlat,c=n({editType:"calc"});c.family.dflt='"Open Sans", verdana, arial, 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n=t("../../lib/sort_object_keys"),i='\xa9 <a target="_blank" href="https://www.openstreetmap.org/copyright">OpenStreetMap</a> contributors',a=['\xa9 <a target="_blank" href="https://carto.com/">Carto</a>',i].join(" "),o=['Map tiles by <a target="_blank" href="https://stamen.com">Stamen Design</a>','under <a target="_blank" href="https://creativecommons.org/licenses/by/3.0">CC BY 3.0</a>',"|",'Data by <a target="_blank" href="https://openstreetmap.org">OpenStreetMap</a> contributors','under <a target="_blank" href="https://www.openstreetmap.org/copyright">ODbL</a>'].join(" "),s={"open-street-map":{id:"osm",version:8,sources:{"plotly-osm-tiles":{type:"raster",attribution:i,tiles:["https://a.tile.openstreetmap.org/{z}/{x}/{y}.png","https://b.tile.openstreetmap.org/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-osm-tiles",type:"raster",source:"plotly-osm-tiles",minzoom:0,maxzoom:22}]},"white-bg":{id:"white-bg",version:8,sources:{},layers:[{id:"white-bg",type:"background",paint:{"background-color":"#FFFFFF"},minzoom:0,maxzoom:22}]},"carto-positron":{id:"carto-positron",version:8,sources:{"plotly-carto-positron":{type:"raster",attribution:a,tiles:["https://cartodb-basemaps-c.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-carto-positron",type:"raster",source:"plotly-carto-positron",minzoom:0,maxzoom:22}]},"carto-darkmatter":{id:"carto-darkmatter",version:8,sources:{"plotly-carto-darkmatter":{type:"raster",attribution:a,tiles:["https://cartodb-basemaps-c.global.ssl.fastly.net/dark_all/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-carto-darkmatter",type:"raster",source:"plotly-carto-darkmatter",minzoom:0,maxzoom:22}]},"stamen-terrain":{id:"stamen-terrain",version:8,sources:{"plotly-stamen-terrain":{type:"raster",attribution:o,tiles:["https://stamen-tiles.a.ssl.fastly.net/terrain/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-terrain",type:"raster",source:"plotly-stamen-terrain",minzoom:0,maxzoom:22}]},"stamen-toner":{id:"stamen-toner",version:8,sources:{"plotly-stamen-toner":{type:"raster",attribution:o,tiles:["https://stamen-tiles.a.ssl.fastly.net/toner/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-toner",type:"raster",source:"plotly-stamen-toner",minzoom:0,maxzoom:22}]},"stamen-watercolor":{id:"stamen-watercolor",version:8,sources:{"plotly-stamen-watercolor":{type:"raster",attribution:['Map tiles by <a target="_blank" href="https://stamen.com">Stamen Design</a>','under <a target="_blank" href="https://creativecommons.org/licenses/by/3.0">CC BY 3.0</a>',"|",'Data by <a target="_blank" href="https://openstreetmap.org">OpenStreetMap</a> contributors','under <a target="_blank" href="https://creativecommons.org/licenses/by-sa/3.0">CC BY SA</a>'].join(" "),tiles:["https://stamen-tiles.a.ssl.fastly.net/watercolor/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-watercolor",type:"raster",source:"plotly-stamen-watercolor",minzoom:0,maxzoom:22}]}},l=n(s);e.exports={requiredVersion:"1.10.1",styleUrlPrefix:"mapbox://styles/mapbox/",styleUrlSuffix:"v9",styleValuesMapbox:["basic","streets","outdoors","light","dark","satellite","satellite-streets"],styleValueDflt:"basic",stylesNonMapbox:s,styleValuesNonMapbox:l,traceLayerPrefix:"plotly-trace-layer-",layoutLayerPrefix:"plotly-layout-layer-",wrongVersionErrorMsg:["Your custom plotly.js bundle is not using the correct mapbox-gl 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16.59,8.09 14.74,6.25 Z m -2.27,4.09 -0.91,1.87 -0.9,-1.87 -1.86,-0.91 1.86,-0.9 0.9,-1.87 0.91,1.87 1.86,0.9 z" style="opacity:0.35;enable-background:new" class="st1"/%3E%3Cpolygon points="11.56,12.21 10.66,10.34 8.8,9.43 10.66,8.53 11.56,6.66 12.47,8.53 14.33,9.43 12.47,10.34 " style="opacity:0.9;fill:%23ffffff;enable-background:new" class="st0"/%3E%3C/g%3E%3C/svg%3E\')'}}},{"../../lib/sort_object_keys":799}],883:[function(t,e,r){"use strict";var n=t("../../lib");e.exports=function(t,e){var r=t.split(" "),i=r[0],a=r[1],o=n.isArrayOrTypedArray(e)?n.mean(e):e,s=.5+o/100,l=1.5+o/100,c=["",""],u=[0,0];switch(i){case"top":c[0]="top",u[1]=-l;break;case"bottom":c[0]="bottom",u[1]=l}switch(a){case"left":c[1]="right",u[0]=-s;break;case"right":c[1]="left",u[0]=s}return{anchor:c[0]&&c[1]?c.join("-"):c[0]?c[0]:c[1]?c[1]:"center",offset:u}}},{"../../lib":776}],884:[function(t,e,r){"use strict";var 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s=e[r[i]],h=s.domain,d=s._subplot.toImage("png");e._glimages.append("svg:image").attr({xmlns:l.svg,"xlink:href":d,x:n.l+n.w*h.x[0],y:n.t+n.h*(1-h.y[1]),width:n.w*(h.x[1]-h.x[0]),height:n.h*(h.y[1]-h.y[0]),preserveAspectRatio:"none"});var m=c.select(s._subplot.div);if(!(null===m.select(".mapboxgl-ctrl-logo").node().offsetParent)){var g=e._glimages.append("g");g.attr("transform",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),g.append("path").attr("d",p.mapboxLogo.path0).style({opacity:.9,fill:"#ffffff","enable-background":"new"}),g.append("path").attr("d",p.mapboxLogo.path1).style("opacity",.35).style("enable-background","new"),g.append("path").attr("d",p.mapboxLogo.path2).style("opacity",.35).style("enable-background","new"),g.append("polygon").attr("points",p.mapboxLogo.polygon).style({opacity:.9,fill:"#ffffff","enable-background":"new"})}var v=m.select(".mapboxgl-ctrl-attrib").text().replace("Improve this 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i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{"icon-image":i.icon+"-15","icon-size":i.iconsize/10,"text-field":i.text,"text-size":i.textfont.size,"text-anchor":o.anchor,"text-offset":o.offset,"symbol-placement":i.placement}),n.extendFlat(r,{"icon-color":t.color,"text-color":i.textfont.color,"text-opacity":t.opacity});break;case"raster":n.extendFlat(r,{"raster-fade-duration":0,"raster-opacity":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&"image"===this.sourceType&&"image"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup["layout-"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup["layout-"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};"geojson"===r?e="data":"vector"===r?e="string"==typeof 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n=t("../../components/color/attributes"),i=t("../domain").attributes,a=t("../cartesian/layout_attributes"),o=t("../../plot_api/edit_types").overrideAll,s=t("../../lib/extend").extendFlat,l={title:{text:a.title.text,font:a.title.font},color:a.color,tickmode:a.tickmode,nticks:s({},a.nticks,{dflt:6,min:1}),tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,showtickprefix:a.showtickprefix,tickprefix:a.tickprefix,showticksuffix:a.showticksuffix,ticksuffix:a.ticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,minexponent:a.minexponent,separatethousands:a.separatethousands,tickfont:a.tickfont,tickangle:a.tickangle,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:s({},a.showline,{dflt:!0}),linecolor:a.linecolor,linewidth:a.linewidth,showgrid:s({},a.showgrid,{dflt:!0}),gridcolor:a.gridcolor,gridwidth:a.gridwidth,layer:a.layer,min:{valType:"number",dflt:0,min:0},_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},c=e.exports=o({domain:i({name:"ternary"}),bgcolor:{valType:"color",dflt:n.background},sum:{valType:"number",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},"plot","from-root");c.uirevision={valType:"any",editType:"none"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:"any",editType:"none"}},{"../../components/color/attributes":638,"../../lib/extend":766,"../../plot_api/edit_types":809,"../cartesian/layout_attributes":842,"../domain":855}],902:[function(t,e,r){"use 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r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var i=0;i<t.length;i++){if(!1===t[i][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),p.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select("path").call(c.fill,r.bgcolor)},S.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId="clip"+this.layoutId+this.id,i=this.clipIdRelative="clip-relative"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,"clipPath",n,(function(t){t.append("path").attr("d","M0,0Z")})),this.clipDefRelative=o.ensureSingleById(t._clips,"clipPath",i,(function(t){t.append("path").attr("d","M0,0Z")})),this.plotContainer=o.ensureSingle(this.container,"g",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=["draglayer","plotbg","backplot","grids"];"below traces"===t.aaxis.layer&&r.push("aaxis","aline"),"below 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r,n,i,a,o,l,p=this,d=t.domain,m=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*m-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:"linear",range:[w+2*k-_,_-w-2*T],domain:[m-o/2,m+o/2],_id:"x"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:"linear",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:"y"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:"left",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:"free",position:0,_id:"y",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/template_attributes").hovertemplateAttrs,a=t("../../plots/attributes"),o=t("../scattermapbox/attributes"),s=t("../../lib/extend").extendFlat;e.exports=s({lon:o.lon,lat:o.lat,z:{valType:"data_array",editType:"calc"},radius:{valType:"number",editType:"plot",arrayOk:!0,min:1,dflt:30},below:{valType:"string",editType:"plot"},text:o.text,hovertext:o.hovertext,hoverinfo:s({},a.hoverinfo,{flags:["lon","lat","z","text","name"]}),hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},n("",{cLetter:"z",editTypeOverride:"calc"}))},{"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plots/attributes":823,"../../plots/template_attributes":899,"../scattermapbox/attributes":1256}],1029:[function(t,e,r){"use strict";var n=t("fast-isnumeric"),i=t("../../lib").isArrayOrTypedArray,a=t("../../constants/numerical").BADNUM,o=t("../../components/colorscale/calc"),s=t("../../lib")._;e.exports=function(t,e){for(var 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e=i.colormodel[t.colormodel],r=(e.colormodel||t.colormodel).length;t._sArray=[];for(var n=0;n<r;n++)e.min[n]!==t.zmin[n]||e.max[n]!==t.zmax[n]?t._sArray.push(c(t.zmin[n],(e.max[n]-e.min[n])/(t.zmax[n]-t.zmin[n]),e.min[n],e.max[n])):t._sArray.push(u(e.min[n],e.max[n]));return function(e){for(var n=e.slice(0,r),i=0;i<r;i++){var o=n[i];if(!a(o))return!1;n[i]=t._sArray[i](o)}return n}}(e),[{x0:m,y0:g,z:e.z,w:n,h:r}]}},{"../../lib":776,"../../plots/cartesian/axes":827,"./constants":1112,"./helpers":1115,"fast-isnumeric":242}],1112:[function(t,e,r){"use strict";e.exports={colormodel:{rgb:{min:[0,0,0],max:[255,255,255],fmt:function(t){return t.slice(0,3)},suffix:["","",""]},rgba:{min:[0,0,0,0],max:[255,255,255,1],fmt:function(t){return t.slice(0,4)},suffix:["","","",""]},rgba256:{colormodel:"rgba",zminDflt:[0,0,0,0],zmaxDflt:[255,255,255,255],min:[0,0,0,0],max:[255,255,255,1],fmt:function(t){return t.slice(0,4)},suffix:["","","",""]},hsl:{min:[0,0,0],max:[360,100,100],fmt:function(t){var e=t.slice(0,3);return e[1]=e[1]+"%",e[2]=e[2]+"%",e},suffix:["\xb0","%","%"]},hsla:{min:[0,0,0,0],max:[360,100,100,1],fmt:function(t){var e=t.slice(0,4);return e[1]=e[1]+"%",e[2]=e[2]+"%",e},suffix:["\xb0","%","%",""]}},pixelatedStyle:["image-rendering: optimizeSpeed","image-rendering: -moz-crisp-edges","image-rendering: -o-crisp-edges","image-rendering: -webkit-optimize-contrast","image-rendering: optimize-contrast","image-rendering: crisp-edges","image-rendering: pixelated",""].join("; ")}},{}],1113:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./attributes"),a=t("./constants"),o=t("../../snapshot/helpers").IMAGE_URL_PREFIX;e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r("source"),e.source&&!e.source.match(o)&&delete e.source,e._hasSource=!!e.source;var s,l=r("z");(e._hasZ=!(void 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n(r)}},{"../../snapshot/helpers":908,"buffer/":112,"probe-image-size/sync":503}],1116:[function(t,e,r){"use strict";var n=t("../../components/fx"),i=t("../../lib"),a=t("./constants");e.exports=function(t,e,r){var o=t.cd[0],s=o.trace,l=t.xa,c=t.ya;if(!(n.inbox(e-o.x0,e-(o.x0+o.w*s.dx),0)>0||n.inbox(r-o.y0,r-(o.y0+o.h*s.dy),0)>0)){var u,f=Math.floor((e-o.x0)/s.dx),h=Math.floor(Math.abs(r-o.y0)/s.dy);if(s._hasZ?u=o.z[h][f]:s._hasSource&&(u=s._canvas.el.getContext("2d").getImageData(f,h,1,1).data),u){var p,d=o.hi||s.hoverinfo;if(d){var m=d.split("+");-1!==m.indexOf("all")&&(m=["color"]),-1!==m.indexOf("color")&&(p=!0)}var g,v=a.colormodel[s.colormodel],y=v.colormodel||s.colormodel,x=y.length,b=s._scaler(u),_=v.suffix,w=[];(s.hovertemplate||p)&&(w.push("["+[b[0]+_[0],b[1]+_[1],b[2]+_[2]].join(", ")),4===x&&w.push(", "+b[3]+_[3]),w.push("]"),w=w.join(""),t.extraText=y.toUpperCase()+": "+w),Array.isArray(s.hovertext)&&Array.isArray(s.hovertext[h])?g=s.hovertext[h][f]:Array.isArray(s.text)&&Array.isArray(s.text[h])&&(g=s.text[h][f]);var T=c.c2p(o.y0+(h+.5)*s.dy),k=o.x0+(f+.5)*s.dx,A=o.y0+(h+.5)*s.dy,M="["+u.slice(0,s.colormodel.length).join(", ")+"]";return[i.extendFlat(t,{index:[h,f],x0:l.c2p(o.x0+f*s.dx),x1:l.c2p(o.x0+(f+1)*s.dx),y0:T,y1:T,color:b,xVal:k,xLabelVal:k,yVal:A,yLabelVal:A,zLabelVal:M,text:g,hovertemplateLabels:{zLabel:M,colorLabel:w,"color[0]Label":b[0]+_[0],"color[1]Label":b[1]+_[1],"color[2]Label":b[2]+_[2],"color[3]Label":b[3]+_[3]}})]}}}},{"../../components/fx":679,"../../lib":776,"./constants":1112}],1117:[function(t,e,r){"use 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d,m,g,v,y,x,b=l.z,_=l.x0,w=l.y0,T=l.w,k=l.h,A=c.dx,M=c.dy;for(x=0;void 0===d&&x<T;)d=u.c2p(_+x*A),x++;for(x=T;void 0===m&&x>0;)m=u.c2p(_+x*A),x--;for(x=0;void 0===v&&x<k;)v=f.c2p(w+x*M),x++;for(x=k;void 0===y&&x>0;)y=f.c2p(w+x*M),x--;if(m<d&&(g=m,m=d,d=g),y<v&&(g=v,v=y,y=g),!p){d=Math.max(-.5*u._length,d),m=Math.min(1.5*u._length,m),v=Math.max(-.5*f._length,v),y=Math.min(1.5*f._length,y)}var S=Math.round(m-d),E=Math.round(y-v);if(S<=0||E<=0){r.selectAll("image").data([]).exit().remove()}else{var L=r.selectAll("image").data([e]);L.enter().append("svg:image").attr({xmlns:o.svg,preserveAspectRatio:"none"}),L.exit().remove();var C=!1===c.zsmooth?s.pixelatedStyle:"";if(p){var P=i.simpleMap(u.range,u.r2l),I=i.simpleMap(f.range,f.r2l),O=P[1]<P[0],z=I[1]>I[0];if(O||z){var D=d+S/2,R=v+E/2;C+="transform:"+a(D+"px",R+"px")+"scale("+(O?-1:1)+","+(z?-1:1)+")"+a(-D+"px",-R+"px")+";"}}L.attr("style",C);var F=new Promise((function(t){if(c._hasZ)t();else if(c._hasSource)if(c._canvas&&c._canvas.el.width===T&&c._canvas.el.height===k&&c._canvas.source===c.source)t();else{var e=document.createElement("canvas");e.width=T,e.height=k;var r=e.getContext("2d");c._image=c._image||new Image;var n=c._image;n.onload=function(){r.drawImage(n,0,0),c._canvas={el:e,source:c.source},t()},n.setAttribute("src",c.source)}})).then((function(){var t;if(c._hasZ)t=B((function(t,e){return b[e][t]})).toDataURL("image/png");else if(c._hasSource)if(p)t=c.source;else{var e=c._canvas.el.getContext("2d").getImageData(0,0,T,k).data;t=B((function(t,r){var n=4*(r*T+t);return[e[n],e[n+1],e[n+2],e[n+3]]})).toDataURL("image/png")}L.attr({"xlink:href":t,height:E,width:S,x:d,y:v})}));t._promises.push(F)}function B(t){var e=document.createElement("canvas");e.width=S,e.height=E;var r,n=e.getContext("2d"),a=function(t){return i.constrain(Math.round(u.c2p(_+t*A)-d),0,S)},o=function(t){return i.constrain(Math.round(f.c2p(w+t*M)-v),0,E)},h=s.colormodel[c.colormodel],p=h.colormodel||c.colormodel,m=h.fmt;for(x=0;x<l.w;x++){var g=a(x),y=a(x+1);if(y!==g&&!isNaN(y)&&!isNaN(g))for(var b=0;b<l.h;b++){var T=o(b),k=o(b+1);k===T||isNaN(k)||isNaN(T)||!t(x,b)||(r=c._scaler(t(x,b)),n.fillStyle=r?p+"("+m(r).join(",")+")":"rgba(0,0,0,0)",n.fillRect(g,T,y-g,k-T))}}return e}}))}},{"../../constants/xmlns_namespaces":753,"../../lib":776,"./constants":1112,"@plotly/d3":58}],1119:[function(t,e,r){"use strict";var n=t("@plotly/d3");e.exports=function(t){n.select(t).selectAll(".im image").style("opacity",(function(t){return t[0].trace.opacity}))}},{"@plotly/d3":58}],1120:[function(t,e,r){"use strict";var n=t("../../lib/extend").extendFlat,i=t("../../lib/extend").extendDeep,a=t("../../plot_api/edit_types").overrideAll,o=t("../../plots/font_attributes"),s=t("../../components/color/attributes"),l=t("../../plots/domain").attributes,c=t("../../plots/cartesian/layout_attributes"),u=t("../../plot_api/plot_template").templatedArray,f=t("../../constants/delta.js"),h=t("../../plots/cartesian/axis_format_attributes").descriptionOnlyNumbers,p=o({editType:"plot",colorEditType:"plot"}),d={color:{valType:"color",editType:"plot"},line:{color:{valType:"color",dflt:s.defaultLine,editType:"plot"},width:{valType:"number",min:0,dflt:0,editType:"plot"},editType:"calc"},thickness:{valType:"number",min:0,max:1,dflt:1,editType:"plot"},editType:"calc"},m={valType:"info_array",items:[{valType:"number",editType:"plot"},{valType:"number",editType:"plot"}],editType:"plot"},g=u("step",i({},d,{range:m}));e.exports={mode:{valType:"flaglist",editType:"calc",flags:["number","delta","gauge"],dflt:"number"},value:{valType:"number",editType:"calc",anim:!0},align:{valType:"enumerated",values:["left","center","right"],editType:"plot"},domain:l({name:"indicator",trace:!0,editType:"calc"}),title:{text:{valType:"string",editType:"plot"},align:{valType:"enumerated",values:["left","center","right"],editType:"plot"},font:n({},p,{}),editType:"plot"},number:{valueformat:{valType:"string",dflt:"",editType:"plot",description:h("value")},font:n({},p,{}),prefix:{valType:"string",dflt:"",editType:"plot"},suffix:{valType:"string",dflt:"",editType:"plot"},editType:"plot"},delta:{reference:{valType:"number",editType:"calc"},position:{valType:"enumerated",values:["top","bottom","left","right"],dflt:"bottom",editType:"plot"},relative:{valType:"boolean",editType:"plot",dflt:!1},valueformat:{valType:"string",editType:"plot",description:h("value")},increasing:{symbol:{valType:"string",dflt:f.INCREASING.SYMBOL,editType:"plot"},color:{valType:"color",dflt:f.INCREASING.COLOR,editType:"plot"},editType:"plot"},decreasing:{symbol:{valType:"string",dflt:f.DECREASING.SYMBOL,editType:"plot"},color:{valType:"color",dflt:f.DECREASING.COLOR,editType:"plot"},editType:"plot"},font:n({},p,{}),editType:"calc"},gauge:{shape:{valType:"enumerated",editType:"plot",dflt:"angular",values:["angular","bullet"]},bar:i({},d,{color:{dflt:"green"}}),bgcolor:{valType:"color",editType:"plot"},bordercolor:{valType:"color",dflt:s.defaultLine,editType:"plot"},borderwidth:{valType:"number",min:0,dflt:1,editType:"plot"},axis:a({range:m,visible:n({},c.visible,{dflt:!0}),tickmode:c.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:n({},c.ticks,{dflt:"outside"}),ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,showticklabels:c.showticklabels,tickfont:o({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,minexponent:c.minexponent,showexponent:c.showexponent,editType:"plot"},"plot"),steps:g,threshold:{line:{color:n({},d.line.color,{}),width:n({},d.line.width,{dflt:1}),editType:"plot"},thickness:n({},d.thickness,{dflt:.85}),value:{valType:"number",editType:"calc",dflt:!1},editType:"plot"},editType:"plot"}}},{"../../components/color/attributes":638,"../../constants/delta.js":746,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plot_api/plot_template":816,"../../plots/cartesian/axis_format_attributes":830,"../../plots/cartesian/layout_attributes":842,"../../plots/domain":855,"../../plots/font_attributes":856}],1121:[function(t,e,r){"use 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n=t("../../lib"),i=t("./attributes"),a=t("../../plots/domain").defaults,o=t("../../plot_api/plot_template"),s=t("../../plots/array_container_defaults"),l=t("./constants.js"),c=t("../../plots/cartesian/tick_value_defaults"),u=t("../../plots/cartesian/tick_mark_defaults"),f=t("../../plots/cartesian/tick_label_defaults");function h(t,e){function r(r,a){return n.coerce(t,e,i.gauge.steps,r,a)}r("color"),r("line.color"),r("line.width"),r("range"),r("thickness")}e.exports={supplyDefaults:function(t,e,r,p){function d(r,a){return n.coerce(t,e,i,r,a)}a(e,p,d),d("mode"),e._hasNumber=-1!==e.mode.indexOf("number"),e._hasDelta=-1!==e.mode.indexOf("delta"),e._hasGauge=-1!==e.mode.indexOf("gauge");var m=d("value");e._range=[0,"number"==typeof m?1.5*m:1];var g,v,y,x,b,_,w=new Array(2);function T(t,e){return n.coerce(y,x,i.gauge,t,e)}function k(t,e){return n.coerce(b,_,i.gauge.axis,t,e)}if(e._hasNumber&&(d("number.valueformat"),d("number.font.color",p.font.color),d("number.font.family",p.font.family),d("number.font.size"),void 0===e.number.font.size&&(e.number.font.size=l.defaultNumberFontSize,w[0]=!0),d("number.prefix"),d("number.suffix"),g=e.number.font.size),e._hasDelta&&(d("delta.font.color",p.font.color),d("delta.font.family",p.font.family),d("delta.font.size"),void 0===e.delta.font.size&&(e.delta.font.size=(e._hasNumber?.5:1)*(g||l.defaultNumberFontSize),w[1]=!0),d("delta.reference",e.value),d("delta.relative"),d("delta.valueformat",e.delta.relative?"2%":""),d("delta.increasing.symbol"),d("delta.increasing.color"),d("delta.decreasing.symbol"),d("delta.decreasing.color"),d("delta.position"),v=e.delta.font.size),e._scaleNumbers=(!e._hasNumber||w[0])&&(!e._hasDelta||w[1])||!1,d("title.font.color",p.font.color),d("title.font.family",p.font.family),d("title.font.size",.25*(g||v||l.defaultNumberFontSize)),d("title.text"),e._hasGauge){(y=t.gauge)||(y={}),x=o.newContainer(e,"gauge"),T("shape"),(e._isBullet="bullet"===e.gauge.shape)||d("title.align","center"),(e._isAngular="angular"===e.gauge.shape)||d("align","center"),T("bgcolor",p.paper_bgcolor),T("borderwidth"),T("bordercolor"),T("bar.color"),T("bar.line.color"),T("bar.line.width"),T("bar.thickness",l.valueThickness*("bullet"===e.gauge.shape?.5:1)),s(y,x,{name:"steps",handleItemDefaults:h}),T("threshold.value"),T("threshold.thickness"),T("threshold.line.width"),T("threshold.line.color"),b={},y&&(b=y.axis||{}),_=o.newContainer(x,"axis"),k("visible"),e._range=k("range",e._range);var A={outerTicks:!0};c(b,_,k,"linear"),f(b,_,k,"linear",A),u(b,_,k,A)}else d("title.align","center"),d("align","center"),e._isAngular=e._isBullet=!1;e._length=null}}},{"../../lib":776,"../../plot_api/plot_template":816,"../../plots/array_container_defaults":822,"../../plots/cartesian/tick_label_defaults":849,"../../plots/cartesian/tick_mark_defaults":850,"../../plots/cartesian/tick_value_defaults":851,"../../plots/domain":855,"./attributes":1120,"./constants.js":1123}],1125:[function(t,e,r){"use strict";e.exports={moduleType:"trace",name:"indicator",basePlotModule:t("./base_plot"),categories:["svg","noOpacity","noHover"],animatable:!0,attributes:t("./attributes"),supplyDefaults:t("./defaults").supplyDefaults,calc:t("./calc").calc,plot:t("./plot"),meta:{}}},{"./attributes":1120,"./base_plot":1121,"./calc":1122,"./defaults":1124,"./plot":1126}],1126:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("d3-interpolate").interpolate,a=t("d3-interpolate").interpolateNumber,o=t("../../lib"),s=o.strScale,l=o.strTranslate,c=o.rad2deg,u=t("../../constants/alignment").MID_SHIFT,f=t("../../components/drawing"),h=t("./constants"),p=t("../../lib/svg_text_utils"),d=t("../../plots/cartesian/axes"),m=t("../../plots/cartesian/axis_defaults"),g=t("../../plots/cartesian/position_defaults"),v=t("../../plots/cartesian/layout_attributes"),y=t("../../components/color"),x={left:"start",center:"middle",right:"end"},b={left:0,center:.5,right:1},_=/[yzafpn\xb5mkMGTPEZY]/;function w(t){return t&&t.duration>0}function T(t){t.each((function(t){y.stroke(n.select(this),t.line.color)})).each((function(t){y.fill(n.select(this),t.color)})).style("stroke-width",(function(t){return t.line.width}))}function k(t,e,r){var n=t._fullLayout,i=o.extendFlat({type:"linear",ticks:"outside",range:r,showline:!0},e),a={type:"linear",_id:"x"+e._id},s={letter:"x",font:n.font,noHover:!0,noTickson:!0};function l(t,e){return o.coerce(i,a,v,t,e)}return m(i,a,l,s,n),g(i,a,l,s),a}function A(t,e,r){return[Math.min(e/t.width,r/t.height),t,e+"x"+r]}function M(t,e,r,i){var a=document.createElementNS("http://www.w3.org/2000/svg","text"),o=n.select(a);return o.text(t).attr("x",0).attr("y",0).attr("text-anchor",r).attr("data-unformatted",t).call(p.convertToTspans,i).call(f.font,e),f.bBox(o.node())}function S(t,e,r,n,i,a){var s="_cache"+e;t[s]&&t[s].key===i||(t[s]={key:i,value:r});var l=o.aggNums(a,null,[t[s].value,n],2);return t[s].value=l,l}e.exports=function(t,e,r,m){var g,v=t._fullLayout;w(r)&&m&&(g=m()),o.makeTraceGroups(v._indicatorlayer,e,"trace").each((function(e){var m,E,L,C,P,I=e[0].trace,O=n.select(this),z=I._hasGauge,D=I._isAngular,R=I._isBullet,F=I.domain,B={w:v._size.w*(F.x[1]-F.x[0]),h:v._size.h*(F.y[1]-F.y[0]),l:v._size.l+v._size.w*F.x[0],r:v._size.r+v._size.w*(1-F.x[1]),t:v._size.t+v._size.h*(1-F.y[1]),b:v._size.b+v._size.h*F.y[0]},N=B.l+B.w/2,j=B.t+B.h/2,U=Math.min(B.w/2,B.h),V=h.innerRadius*U,H=I.align||"center";if(E=j,z){if(D&&(m=N,E=j+U/2,L=function(t){return function(t,e){var r=Math.sqrt(t.width/2*(t.width/2)+t.height*t.height);return[e/r,t,e]}(t,.9*V)}),R){var q=h.bulletPadding,G=1-h.bulletNumberDomainSize+q;m=B.l+(G+(1-G)*b[H])*B.w,L=function(t){return A(t,(h.bulletNumberDomainSize-q)*B.w,B.h)}}}else m=B.l+b[H]*B.w,L=function(t){return A(t,B.w,B.h)};!function(t,e,r,i){var c,u,h,m=r[0].trace,g=i.numbersX,v=i.numbersY,T=m.align||"center",A=x[T],E=i.transitionOpts,L=i.onComplete,C=o.ensureSingle(e,"g","numbers"),P=[];m._hasNumber&&P.push("number");m._hasDelta&&(P.push("delta"),"left"===m.delta.position&&P.reverse());var I=C.selectAll("text").data(P);function O(e,r,n,i){if(!e.match("s")||n>=0==i>=0||r(n).slice(-1).match(_)||r(i).slice(-1).match(_))return r;var a=e.slice().replace("s","f").replace(/\d+/,(function(t){return parseInt(t)-1})),o=k(t,{tickformat:a});return function(t){return Math.abs(t)<1?d.tickText(o,t).text:r(t)}}I.enter().append("text"),I.attr("text-anchor",(function(){return A})).attr("class",(function(t){return t})).attr("x",null).attr("y",null).attr("dx",null).attr("dy",null),I.exit().remove();var z,D=m.mode+m.align;m._hasDelta&&(z=function(){var e=k(t,{tickformat:m.delta.valueformat},m._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=function(t){return m.delta.relative?t.relativeDelta:t.delta},s=function(t,e){return 0===t||"number"!=typeof t||isNaN(t)?"-":(t>0?m.delta.increasing.symbol:m.delta.decreasing.symbol)+e(t)},l=function(t){return t.delta>=0?m.delta.increasing.color:m.delta.decreasing.color};void 0===m._deltaLastValue&&(m._deltaLastValue=o(r[0]));var c=C.select("text.delta");function h(){c.text(s(o(r[0]),i)).call(y.fill,l(r[0])).call(p.convertToTspans,t)}return c.call(f.font,m.delta.font).call(y.fill,l({delta:m._deltaLastValue})),w(E)?c.transition().duration(E.duration).ease(E.easing).tween("text",(function(){var t=n.select(this),e=o(r[0]),c=m._deltaLastValue,u=O(m.delta.valueformat,i,c,e),f=a(c,e);return m._deltaLastValue=e,function(e){t.text(s(f(e),u)),t.call(y.fill,l({delta:f(e)}))}})).each("end",(function(){h(),L&&L()})).each("interrupt",(function(){h(),L&&L()})):h(),u=M(s(o(r[0]),i),m.delta.font,A,t),c}(),D+=m.delta.position+m.delta.font.size+m.delta.font.family+m.delta.valueformat,D+=m.delta.increasing.symbol+m.delta.decreasing.symbol,h=u);m._hasNumber&&(!function(){var e=k(t,{tickformat:m.number.valueformat},m._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=m.number.suffix,s=m.number.prefix,l=C.select("text.number");function u(){var e="number"==typeof r[0].y?s+i(r[0].y)+o:"-";l.text(e).call(f.font,m.number.font).call(p.convertToTspans,t)}w(E)?l.transition().duration(E.duration).ease(E.easing).each("end",(function(){u(),L&&L()})).each("interrupt",(function(){u(),L&&L()})).attrTween("text",(function(){var t=n.select(this),e=a(r[0].lastY,r[0].y);m._lastValue=r[0].y;var l=O(m.number.valueformat,i,r[0].lastY,r[0].y);return function(r){t.text(s+l(e(r))+o)}})):u(),c=M(s+i(r[0].y)+o,m.number.font,A,t)}(),D+=m.number.font.size+m.number.font.family+m.number.valueformat+m.number.suffix+m.number.prefix,h=c);if(m._hasDelta&&m._hasNumber){var R,F,B=[(c.left+c.right)/2,(c.top+c.bottom)/2],N=[(u.left+u.right)/2,(u.top+u.bottom)/2],j=.75*m.delta.font.size;"left"===m.delta.position&&(R=S(m,"deltaPos",0,-1*(c.width*b[m.align]+u.width*(1-b[m.align])+j),D,Math.min),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:u.left+R,right:c.right,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),"right"===m.delta.position&&(R=S(m,"deltaPos",0,c.width*(1-b[m.align])+u.width*b[m.align]+j,D,Math.max),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:c.left,right:u.right+R,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),"bottom"===m.delta.position&&(R=null,F=u.height,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height,bottom:c.bottom+u.height}),"top"===m.delta.position&&(R=null,F=c.top,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height-u.height,bottom:c.bottom}),z.attr({dx:R,dy:F})}(m._hasNumber||m._hasDelta)&&C.attr("transform",(function(){var t=i.numbersScaler(h);D+=t[2];var e,r=S(m,"numbersScale",1,t[0],D,Math.min);m._scaleNumbers||(r=1),e=m._isAngular?v-r*h.bottom:v-r*(h.top+h.bottom)/2,m._numbersTop=r*h.top+e;var n=h[T];"center"===T&&(n=(h.left+h.right)/2);var a=g-r*n;return a=S(m,"numbersTranslate",0,a,D,Math.max),l(a,e)+s(r)}))}(t,O,e,{numbersX:m,numbersY:E,numbersScaler:L,transitionOpts:r,onComplete:g}),z&&(C={range:I.gauge.axis.range,color:I.gauge.bgcolor,line:{color:I.gauge.bordercolor,width:0},thickness:1},P={range:I.gauge.axis.range,color:"rgba(0, 0, 0, 0)",line:{color:I.gauge.bordercolor,width:I.gauge.borderwidth},thickness:1});var Y=O.selectAll("g.angular").data(D?e:[]);Y.exit().remove();var W=O.selectAll("g.angularaxis").data(D?e:[]);W.exit().remove(),D&&function(t,e,r,a){var o,s,f,h,p=r[0].trace,m=a.size,g=a.radius,v=a.innerRadius,y=a.gaugeBg,x=a.gaugeOutline,b=[m.l+m.w/2,m.t+m.h/2+g/2],_=a.gauge,A=a.layer,M=a.transitionOpts,S=a.onComplete,E=Math.PI/2;function L(t){var e=p.gauge.axis.range[0],r=(t-e)/(p.gauge.axis.range[1]-e)*Math.PI-E;return r<-E?-E:r>E?E:r}function C(t){return n.svg.arc().innerRadius((v+g)/2-t/2*(g-v)).outerRadius((v+g)/2+t/2*(g-v)).startAngle(-E)}function P(t){t.attr("d",(function(t){return C(t.thickness).startAngle(L(t.range[0])).endAngle(L(t.range[1]))()}))}_.enter().append("g").classed("angular",!0),_.attr("transform",l(b[0],b[1])),A.enter().append("g").classed("angularaxis",!0).classed("crisp",!0),A.selectAll("g.xangularaxistick,path,text").remove(),(o=k(t,p.gauge.axis)).type="linear",o.range=p.gauge.axis.range,o._id="xangularaxis",o.ticklabeloverflow="allow",o.setScale();var I=function(t){return(o.range[0]-t.x)/(o.range[1]-o.range[0])*Math.PI+Math.PI},O={},z=d.makeLabelFns(o,0).labelStandoff;O.xFn=function(t){var e=I(t);return Math.cos(e)*z},O.yFn=function(t){var e=I(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*u)},O.anchorFn=function(t){var e=I(t),r=Math.cos(e);return Math.abs(r)<.1?"middle":r>0?"start":"end"},O.heightFn=function(t,e,r){var n=I(t);return-.5*(1+Math.sin(n))*r};var D=function(t){return l(b[0]+g*Math.cos(t),b[1]-g*Math.sin(t))};f=function(t){return D(I(t))};if(s=d.calcTicks(o),h=d.getTickSigns(o)[2],o.visible){h="inside"===o.ticks?-1:1;var R=(o.linewidth||1)/2;d.drawTicks(t,o,{vals:s,layer:A,path:"M"+h*R+",0h"+h*o.ticklen,transFn:function(t){var e=I(t);return D(e)+"rotate("+-c(e)+")"}}),d.drawLabels(t,o,{vals:s,layer:A,transFn:f,labelFns:O})}var F=[y].concat(p.gauge.steps),B=_.selectAll("g.bg-arc").data(F);B.enter().append("g").classed("bg-arc",!0).append("path"),B.select("path").call(P).call(T),B.exit().remove();var N=C(p.gauge.bar.thickness),j=_.selectAll("g.value-arc").data([p.gauge.bar]);j.enter().append("g").classed("value-arc",!0).append("path");var U=j.select("path");w(M)?(U.transition().duration(M.duration).ease(M.easing).each("end",(function(){S&&S()})).each("interrupt",(function(){S&&S()})).attrTween("d",(V=N,H=L(r[0].lastY),q=L(r[0].y),function(){var t=i(H,q);return function(e){return V.endAngle(t(e))()}})),p._lastValue=r[0].y):U.attr("d","number"==typeof r[0].y?N.endAngle(L(r[0].y)):"M0,0Z");var V,H,q;U.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var Y=_.selectAll("g.threshold-arc").data(F);Y.enter().append("g").classed("threshold-arc",!0).append("path"),Y.select("path").call(P).call(T),Y.exit().remove();var W=_.selectAll("g.gauge-outline").data([x]);W.enter().append("g").classed("gauge-outline",!0).append("path"),W.select("path").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var X=O.selectAll("g.bullet").data(R?e:[]);X.exit().remove();var Z=O.selectAll("g.bulletaxis").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,m=n.gaugeBg,g=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append("g").classed("bullet",!0),f.attr("transform",l(v.l,v.t)),p.enter().append("g").classed("bulletaxis",!0).classed("crisp",!0),p.selectAll("g.xbulletaxistick,path,text").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id="xbulletaxis",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:"inside"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr("width",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr("x",(function(t){return i.c2p(t.range[0])})).attr("y",(function(t){return.5*(1-t.thickness)*A})).attr("height",(function(t){return t.thickness*A}))}var C=[m].concat(u.gauge.steps),P=f.selectAll("g.bg-bullet").data(C);P.enter().append("g").classed("bg-bullet",!0).append("rect"),P.select("rect").call(L).call(T),P.exit().remove();var I=f.selectAll("g.value-bullet").data([u.gauge.bar]);I.enter().append("g").classed("value-bullet",!0).append("rect"),I.select("rect").attr("height",M).attr("y",(A-M)/2).call(T),w(b)?I.select("rect").transition().duration(b.duration).ease(b.easing).each("end",(function(){_&&_()})).each("interrupt",(function(){_&&_()})).attr("width",Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y)))):I.select("rect").attr("width","number"==typeof r[0].y?Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y))):0);I.exit().remove();var O=r.filter((function(){return u.gauge.threshold.value||0===u.gauge.threshold.value})),z=f.selectAll("g.threshold-bullet").data(O);z.enter().append("g").classed("threshold-bullet",!0).append("line"),z.select("line").attr("x1",i.c2p(u.gauge.threshold.value)).attr("x2",i.c2p(u.gauge.threshold.value)).attr("y1",(1-u.gauge.threshold.thickness)/2*A).attr("y2",(1-(1-u.gauge.threshold.thickness)/2)*A).call(y.stroke,u.gauge.threshold.line.color).style("stroke-width",u.gauge.threshold.line.width),z.exit().remove();var D=f.selectAll("g.gauge-outline").data([g]);D.enter().append("g").classed("gauge-outline",!0).append("rect"),D.select("rect").call(L).call(T),D.exit().remove()}(t,0,e,{gauge:X,layer:Z,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var J=O.selectAll("text.title").data(e);J.exit().remove(),J.enter().append("text").classed("title",!0),J.attr("text-anchor",(function(){return R?x.right:x[I.title.align]})).text(I.title.text).call(f.font,I.title.font).call(p.convertToTspans,t),J.attr("transform",(function(){var t,e=B.l+B.w*b[I.title.align],r=h.titlePadding,n=f.bBox(J.node());if(z){if(D)if(I.gauge.axis.visible)t=f.bBox(W.node()).top-r-n.bottom;else t=B.t+B.h/2-U/2-n.bottom-r;R&&(t=E-(n.top+n.bottom)/2,e=B.l-h.bulletPadding*B.w)}else t=I._numbersTop-r-n.bottom;return l(e,t)}))}))}},{"../../components/color":639,"../../components/drawing":661,"../../constants/alignment":744,"../../lib":776,"../../lib/svg_text_utils":802,"../../plots/cartesian/axes":827,"../../plots/cartesian/axis_defaults":829,"../../plots/cartesian/layout_attributes":842,"../../plots/cartesian/position_defaults":845,"./constants":1123,"@plotly/d3":58,"d3-interpolate":164}],1127:[function(t,e,r){"use strict";var n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../mesh3d/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c=t("../../plot_api/edit_types").overrideAll;var 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i._trace=a,a.update(e),t.glplot.add(i),a}}},{"../../components/colorscale":651,"../../lib/gl_format_color":772,"../../lib/str2rgbarray":801,"../../plots/gl3d/zip3":880,"gl-mesh3d":303}],1130:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../registry"),a=t("./attributes"),o=t("../../components/colorscale/defaults");function s(t,e,r,n,a){var s=a("isomin"),l=a("isomax");null!=l&&null!=s&&s>l&&(e.isomin=null,e.isomax=null);var c=a("x"),u=a("y"),f=a("z"),h=a("value");c&&c.length&&u&&u.length&&f&&f.length&&h&&h.length?(i.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y","z"],n),a("valuehoverformat"),["x","y","z"].forEach((function(t){a(t+"hoverformat");var e="caps."+t;a(e+".show")&&a(e+".fill");var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../surface/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat;e.exports=l({x:{valType:"data_array",editType:"calc+clearAxisTypes"},y:{valType:"data_array",editType:"calc+clearAxisTypes"},z:{valType:"data_array",editType:"calc+clearAxisTypes"},i:{valType:"data_array",editType:"calc"},j:{valType:"data_array",editType:"calc"},k:{valType:"data_array",editType:"calc"},text:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertext:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertemplate:a({editType:"calc"}),xhoverformat:i("x"),yhoverformat:i("y"),zhoverformat:i("z"),delaunayaxis:{valType:"enumerated",values:["x","y","z"],dflt:"z",editType:"calc"},alphahull:{valType:"number",dflt:-1,editType:"calc"},intensity:{valType:"data_array",editType:"calc"},intensitymode:{valType:"enumerated",values:["vertex","cell"],dflt:"vertex",editType:"calc"},color:{valType:"color",editType:"calc"},vertexcolor:{valType:"data_array",editType:"calc"},facecolor:{valType:"data_array",editType:"calc"},transforms:void 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n=t("../../components/colorscale/calc");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:"",cLetter:"c"})}},{"../../components/colorscale/calc":647}],1134:[function(t,e,r){"use strict";var n=t("gl-mesh3d"),i=t("delaunay-triangulate"),a=t("alpha-shape"),o=t("convex-hull"),s=t("../../lib/gl_format_color").parseColorScale,l=t("../../lib/str2rgbarray"),c=t("../../components/colorscale").extractOpts,u=t("../../plots/gl3d/zip3");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name="",this.color="#fff",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function m(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function g(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},h.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,f=t.x.length,h=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,f)||!g(t.j,f)||!g(t.k,f))return;n=u(m(t.i),m(t.j),m(t.k))}else n=0===t.alphahull?o(h):t.alphahull>0?a(t.alphahull,h):function(t,e){for(var r=["x","y","z"].indexOf(t),n=[],a=e.length,o=0;o<a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,h);var v={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color="#fff";var x=t.intensitymode;v[x+"Intensity"]=t.intensity,v[x+"IntensityBounds"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new f(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{"../../components/colorscale":651,"../../lib/gl_format_color":772,"../../lib/str2rgbarray":801,"../../plots/gl3d/zip3":880,"alpha-shape":71,"convex-hull":137,"delaunay-triangulate":172,"gl-mesh3d":303}],1135:[function(t,e,r){"use strict";var n=t("../../registry"),i=t("../../lib"),a=t("../../components/colorscale/defaults"),o=t("./attributes");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function c(t){var e=t.map((function(t){var e=l(t);return e&&i.isArrayOrTypedArray(e)?e:null}));return e.every((function(t){return t&&t.length===e[0].length}))&&e}c(["x","y","z"])?(c(["i","j","k"]),(!e.i||e.j&&e.k)&&(!e.j||e.k&&e.i)&&(!e.k||e.i&&e.j)?(n.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y","z"],s),["lighting.ambient","lighting.diffuse","lighting.specular","lighting.roughness","lighting.fresnel","lighting.vertexnormalsepsilon","lighting.facenormalsepsilon","lightposition.x","lightposition.y","lightposition.z","flatshading","alphahull","delaunayaxis","opacity"].forEach((function(t){l(t)})),l("contour.show")&&(l("contour.color"),l("contour.width")),"intensity"in t?(l("intensity"),l("intensitymode"),a(t,e,s,l,{prefix:"",cLetter:"c"})):(e.showscale=!1,"facecolor"in t?l("facecolor"):"vertexcolor"in 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n=t("../../lib").extendFlat,i=t("../scatter/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../components/drawing/attributes").dash,s=t("../../components/fx/attributes"),l=t("../../constants/delta.js"),c=l.INCREASING.COLOR,u=l.DECREASING.COLOR,f=i.line;function h(t){return{line:{color:n({},f.color,{dflt:t}),width:f.width,dash:o,editType:"style"},editType:"style"}}e.exports={xperiod:i.xperiod,xperiod0:i.xperiod0,xperiodalignment:i.xperiodalignment,xhoverformat:a("x"),yhoverformat:a("y"),x:{valType:"data_array",editType:"calc+clearAxisTypes"},open:{valType:"data_array",editType:"calc"},high:{valType:"data_array",editType:"calc"},low:{valType:"data_array",editType:"calc"},close:{valType:"data_array",editType:"calc"},line:{width:n({},f.width,{}),dash:n({},o,{}),editType:"style"},increasing:h(c),decreasing:h(u),text:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertext:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},tickwidth:{valType:"number",min:0,max:.5,dflt:.3,editType:"calc"},hoverlabel:n({},s.hoverlabel,{split:{valType:"boolean",dflt:!1,editType:"style"}})}},{"../../components/drawing/attributes":660,"../../components/fx/attributes":670,"../../constants/delta.js":746,"../../lib":776,"../../plots/cartesian/axis_format_attributes":830,"../scatter/attributes":1191}],1138:[function(t,e,r){"use 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r=a.getFromId(t,e.xaxis),i=a.getFromId(t,e.yaxis),s=function(t,e,r){var i=r._minDiff;if(!i){var a,s=t._fullData,l=[];for(i=1/0,a=0;a<s.length;a++){var c=s[a];if("ohlc"===c.type&&!0===c.visible&&c.xaxis===e._id){l.push(c);var u=e.makeCalcdata(c,"x");c._origX=u;var f=o(r,e,"x",u).vals;c._xcalc=f;var h=n.distinctVals(f).minDiff;h&&isFinite(h)&&(i=Math.min(i,h))}}for(i===1/0&&(i=1),a=0;a<l.length;a++)l[a]._minDiff=i}return i*r.tickwidth}(t,r,e),u=e._minDiff;e._minDiff=null;var f=e._origX;e._origX=null;var h=e._xcalc;e._xcalc=null;var p=c(t,e,f,h,i,l);return e._extremes[r._id]=a.findExtremes(r,h,{vpad:u/2}),p.length?(n.extendFlat(p[0].t,{wHover:u/2,tickLen:s}),p):[{t:{empty:!0}}]},calcCommon:c}},{"../../constants/numerical":752,"../../lib":776,"../../plots/cartesian/align_period":824,"../../plots/cartesian/axes":827}],1139:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./ohlc_defaults"),a=t("../scatter/period_defaults"),o=t("./attributes");function 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n=t("@plotly/d3"),i=t("../../lib");e.exports=function(t,e,r,a){var o=e.yaxis,s=e.xaxis,l=!!s.rangebreaks;i.makeTraceGroups(a,r,"trace ohlc").each((function(t){var e=n.select(this),r=t[0],a=r.t;if(!0!==r.trace.visible||a.empty)e.remove();else{var c=a.tickLen,u=e.selectAll("path").data(i.identity);u.enter().append("path"),u.exit().remove(),u.attr("d",(function(t){if(t.empty)return"M0,0Z";var e=s.c2p(t.pos-c,!0),r=s.c2p(t.pos+c,!0),n=l?(e+r)/2:s.c2p(t.pos,!0);return"M"+e+","+o.c2p(t.o,!0)+"H"+n+"M"+n+","+o.c2p(t.h,!0)+"V"+o.c2p(t.l,!0)+"M"+r+","+o.c2p(t.c,!0)+"H"+n}))}}))}},{"../../lib":776,"@plotly/d3":58}],1144:[function(t,e,r){"use strict";e.exports=function(t,e){var r,n=t.cd,i=t.xaxis,a=t.yaxis,o=[],s=n[0].t.bPos||0;if(!1===e)for(r=0;r<n.length;r++)n[r].selected=0;else for(r=0;r<n.length;r++){var l=n[r];e.contains([i.c2p(l.pos+s),a.c2p(l.yc)],null,l.i,t)?(o.push({pointNumber:l.i,x:i.c2d(l.pos),y:a.c2d(l.yc)}),l.selected=1):l.selected=0}return o}},{}],1145:[function(t,e,r){"use 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n=t("../../lib/extend").extendFlat,i=t("../../plots/attributes"),a=t("../../plots/font_attributes"),o=t("../../components/colorscale/attributes"),s=t("../../plots/template_attributes").hovertemplateAttrs,l=t("../../plots/domain").attributes,c=n({editType:"calc"},o("line",{editTypeOverride:"calc"}),{shape:{valType:"enumerated",values:["linear","hspline"],dflt:"linear",editType:"plot"},hovertemplate:s({editType:"plot",arrayOk:!1},{keys:["count","probability"]})});e.exports={domain:l({name:"parcats",trace:!0,editType:"calc"}),hoverinfo:n({},i.hoverinfo,{flags:["count","probability"],editType:"plot",arrayOk:!1}),hoveron:{valType:"enumerated",values:["category","color","dimension"],dflt:"category",editType:"plot"},hovertemplate:s({editType:"plot",arrayOk:!1},{keys:["count","probability","category","categorycount","colorcount","bandcolorcount"]}),arrangement:{valType:"enumerated",values:["perpendicular","freeform","fixed"],dflt:"perpendicular",editType:"plot"},bundlecolors:{valType:"boolean",dflt:!0,editType:"plot"},sortpaths:{valType:"enumerated",values:["forward","backward"],dflt:"forward",editType:"plot"},labelfont:a({editType:"calc"}),tickfont:a({editType:"calc"}),dimensions:{_isLinkedToArray:"dimension",label:{valType:"string",editType:"calc"},categoryorder:{valType:"enumerated",values:["trace","category 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h(t,e,r,i){var a=t.map(F.bind(0,e,r)),o=i.selectAll("g.parcatslayer").data([null]);o.enter().append("g").attr("class","parcatslayer").style("pointer-events","all");var u=o.selectAll("g.trace.parcats").data(a,p),h=u.enter().append("g").attr("class","trace parcats");u.attr("transform",(function(t){return l(t.x,t.y)})),h.append("g").attr("class","paths");var y=u.select("g.paths").selectAll("path.path").data((function(t){return t.paths}),p);y.attr("fill",(function(t){return t.model.color}));var x=y.enter().append("path").attr("class","path").attr("stroke-opacity",0).attr("fill",(function(t){return t.model.color})).attr("fill-opacity",0);_(x),y.attr("d",(function(t){return t.svgD})),x.empty()||y.sort(m),y.exit().remove(),y.on("mouseover",g).on("mouseout",v).on("click",b),h.append("g").attr("class","dimensions");var w=u.select("g.dimensions").selectAll("g.dimension").data((function(t){return t.dimensions}),p);w.enter().append("g").attr("class","dimension"),w.attr("transform",(function(t){return l(t.x,0)})),w.exit().remove();var A=w.selectAll("g.category").data((function(t){return t.categories}),p),M=A.enter().append("g").attr("class","category");A.attr("transform",(function(t){return l(0,t.y)})),M.append("rect").attr("class","catrect").attr("pointer-events","none"),A.select("rect.catrect").attr("fill","none").attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})),T(M);var S=A.selectAll("rect.bandrect").data((function(t){return t.bands}),p);S.each((function(){s.raiseToTop(this)})),S.attr("fill",(function(t){return t.color}));var E=S.enter().append("rect").attr("class","bandrect").attr("stroke-opacity",0).attr("fill",(function(t){return t.color})).attr("fill-opacity",0);S.attr("fill",(function(t){return t.color})).attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})).attr("y",(function(t){return t.y})).attr("cursor",(function(t){return"fixed"===t.parcatsViewModel.arrangement?"default":"perpendicular"===t.parcatsViewModel.arrangement?"ns-resize":"move"})),k(E),S.exit().remove(),M.append("text").attr("class","catlabel").attr("pointer-events","none");var z=e._fullLayout.paper_bgcolor;A.select("text.catlabel").attr("text-anchor",(function(t){return d(t)?"start":"end"})).attr("alignment-baseline","middle").style("text-shadow",f.makeTextShadow(z)).style("fill","rgb(0, 0, 0)").attr("x",(function(t){return d(t)?t.width+5:-5})).attr("y",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append("text").attr("class","dimlabel"),A.select("text.dimlabel").attr("text-anchor","middle").attr("alignment-baseline","baseline").attr("cursor",(function(t){return"fixed"===t.parcatsViewModel.arrangement?"default":"ew-resize"})).attr("x",(function(t){return t.width/2})).attr("y",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll("rect.bandrect").on("mouseover",L).on("mouseout",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on("dragstart",P).on("drag",I).on("dragend",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll("g.paths").selectAll("path.path"),t.dimensionSelection=n.select(this).selectAll("g.dimensions").selectAll("g.dimension")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function m(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")){s.raiseToTop(this),w(n.select(this));var e=y(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit("plotly_hover",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf("none")){var i,a,l,c=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),m=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=c&&c<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],v=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+v.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=u.mostReadable(t.model.color,["black","white"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf("count")&&S.push(["Count:",M.countLabel].join(" ")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf("probability")&&S.push(["P:",M.probabilityLabel].join(" "));var E=S.join("<br>"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+m.left,y:_-d.top+m.top,text:E,color:t.model.color,borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontSize:10,fontColor:T,idealAlign:L<b?"right":"left",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function v(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(m),-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip"))){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit("plotly_unhover",{points:e,event:n.event,constraints:r})}}function y(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit("plotly_click",{points:e,event:n.event,constraints:r})}}function _(t){t.attr("fill",(function(t){return t.model.color})).attr("fill-opacity",.6).attr("stroke","lightgray").attr("stroke-width",.2).attr("stroke-opacity",1)}function w(t){t.attr("fill-opacity",.8).attr("stroke",(function(t){return u.mostReadable(t.model.color,["black","white"])})).attr("stroke-width",.3)}function T(t){t.select("rect.catrect").attr("stroke","black").attr("stroke-width",1).attr("stroke-opacity",1)}function k(t){t.attr("stroke","black").attr("stroke-width",.2).attr("stroke-opacity",1).attr("fill-opacity",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll("rect.bandrect"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,y(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,y(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select("rect.catrect"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a="left"):(i=c.left+c.width,a="right");var m=u.model.count,g=u.model.categoryLabel,v=m/u.parcatsViewModel.model.count,y={countLabel:m,categoryLabel:g,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf("count")&&x.push(["Count:",y.countLabel].join(" ")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf("probability")&&x.push(["P("+y.categoryLabel+"):",y.probabilityLabel].join(" "));var b=x.join("<br>");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:"lightgray",borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontSize:12,fontColor:"black",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:y,eventData:[{data:p._input,fullData:p,count:m,category:g,probability:v}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron;if("color"===l?(!function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll("rect.bandrect").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr("stroke","black").attr("stroke-width",1.5)}))}(this),S(this,"plotly_hover",n.event)):(!function(t){n.select(t.parentNode).selectAll("rect.bandrect").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select("rect.catrect").attr("stroke","black").attr("stroke-width",2.5)}(this),M(this,"plotly_hover",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf("none"))"category"===l?e=E(r,a,this):"color"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),c=n.select(r).datum(),f=c.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,m=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a="left"):(i=l.left+l.width,a="right");var g=f.model.categoryLabel,v=c.parcatsViewModel.model.count,y=0;c.categoryViewModel.bands.forEach((function(t){t.color===c.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===c.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf("count")&&A.push(["Count:",k.countLabel].join(" ")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf("probability")&&(A.push("P(color \u2229 "+g+"): "+k.probabilityLabel),A.push("P("+g+" | color): "+w.toFixed(3)),A.push("P(color | "+g+"): "+T.toFixed(3)));var M=A.join("<br>"),S=u.mostReadable(c.color,["black","white"]);return{trace:d,x:o*(i-e.left),y:s*(m-e.top),text:M,color:c.color,borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,a,this):"dimension"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll("g.category").select("rect.catrect").each((function(){i.push(E(t,e,this))})),i}(r,a,this)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(_(e.pathSelection),T(e.dimensionSelection.selectAll("g.category")),k(e.dimensionSelection.selectAll("g.category").selectAll("rect.bandrect")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(m),-1===e.hoverinfoItems.indexOf("skip"))){"color"===t.parcatsViewModel.hoveron?S(this,"plotly_unhover",n.event):M(this,"plotly_unhover",n.event)}}function P(t){"fixed"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll("g.category").select("rect.catrect").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll("rect.bandrect").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if("fixed"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||"freeform"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),D(t.parcatsViewModel)}}function O(t){if("fixed"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll("text").attr("font-weight","normal");var e={},r=z(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e["dimensions["+i+"].displayindex"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e["dimensions["+t.model.containerInd+"].categoryarray"]=[u],e["dimensions["+t.model.containerInd+"].ticktext"]=[f],e["dimensions["+t.model.containerInd+"].categoryorder"]="array"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")&&!t.dragHasMoved&&t.potentialClickBand&&("color"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,"plotly_click",n.event.sourceEvent):M(t.potentialClickBand,"plotly_click",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease("cubic-in-out").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each("end",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function D(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr("d",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll("g.category").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr("transform",(function(t){return l(t.x,0)})),r(i).attr("transform",(function(t){return l(0,t.y)})),i.select(".dimlabel").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(".catlabel").attr("text-anchor",(function(t){return d(t)?"start":"end"})).attr("x",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r="start"):(e=-5,r="end"),n.select(this).selectAll("tspan").attr("x",e).attr("text-anchor",r)}));var a=i.selectAll("rect.bandrect").data((function(t){return t.bands}),p),o=a.enter().append("rect").attr("class","bandrect").attr("cursor","move").attr("stroke-opacity",0).attr("fill",(function(t){return t.color})).attr("fill-opacity",0);a.attr("fill",(function(t){return t.color})).attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})).attr("y",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n="all"===o.hoverinfo?["count","probability"]:(o.hoverinfo||"").split("+");var m={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(m),N(m)),m}function B(t,e,r,n,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u="M "+t[0]+","+e[0];for(u+="l"+r[0]+",0 ",s=1;s<r.length;s++)u+="C"+l[s-1]+","+e[s-1]+" "+c[s-1]+","+e[s]+" "+t[s]+","+e[s],u+="l"+r[s]+",0 ";for(u+="l0,"+n+" ",u+="l -"+r[r.length-1]+",0 ",s=r.length-2;s>=0;s--)u+="C"+c[s]+","+(e[s+1]+n)+" "+l[s]+","+(e[s]+n)+" "+(t[s]+r[s])+","+(e[s]+n),u+="l-"+r[s]+",0 ";return u+="Z"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return"backward"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),m=0;m<c.length;m++){var g,v=c[m];g=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=i[b][_],T=a[b];x[T]=n[T][w],n[T][w]+=g;var k=t.dimensions[T].categories[w],A=k.bands.length,M=k.bands[A-1];if(void 0===M||v.rawColor!==M.rawColor){var S=void 0===M?0:M.y+M.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:g,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[A-1];E.height+=g,E.count+=v.count}}y="hspline"===t.pathShape?B(s,x,l,g,.5):B(s,x,l,g,0),h[m]={key:v.valueInds[0],model:v,height:g,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=h}function j(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var i=e[n].dimensionInd,a=t.model.dimensions[i];r.push(U(t,a))}t.dimensions=r}function U(t,e){var r,n=t.model.dimensions.length,i=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*i;var a,o,s,l,c,u=[],f=t.model.maxCats,h=e.categories.length,p=e.count,d=t.height-8*(f-1),m=8*(f-h)/2,g=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(g.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<h;c++)l=g[c].categoryInd,o=e.categories[l],a=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:a,y:null!==o.dragY?o.dragY:m,bands:[],parcatsViewModel:t},m=m+a+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){h(r,t,n,e)}},{"../../components/drawing":661,"../../components/fx":679,"../../lib":776,"../../lib/svg_text_utils":802,"../../plot_api/plot_api":813,"@plotly/d3":58,"d3-interpolate":164,tinycolor2:572}],1152:[function(t,e,r){"use strict";var n=t("./parcats");e.exports=function(t,e,r,i){var a=t._fullLayout,o=a._paper,s=a._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,i)}},{"./parcats":1151}],1153:[function(t,e,r){"use strict";var n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/layout_attributes"),a=t("../../plots/font_attributes"),o=t("../../plots/domain").attributes,s=t("../../lib/extend").extendFlat,l=t("../../plot_api/plot_template").templatedArray;e.exports={domain:o({name:"parcoords",trace:!0,editType:"plot"}),labelangle:{valType:"angle",dflt:0,editType:"plot"},labelside:{valType:"enumerated",values:["top","bottom"],dflt:"top",editType:"plot"},labelfont:a({editType:"plot"}),tickfont:a({editType:"plot"}),rangefont:a({editType:"plot"}),dimensions:l("dimension",{label:{valType:"string",editType:"plot"},tickvals:s({},i.tickvals,{editType:"plot"}),ticktext:s({},i.ticktext,{editType:"plot"}),tickformat:s({},i.tickformat,{editType:"plot"}),visible:{valType:"boolean",dflt:!0,editType:"plot"},range:{valType:"info_array",items:[{valType:"number",editType:"plot"},{valType:"number",editType:"plot"}],editType:"plot"},constraintrange:{valType:"info_array",freeLength:!0,dimensions:"1-2",items:[{valType:"any",editType:"plot"},{valType:"any",editType:"plot"}],editType:"plot"},multiselect:{valType:"boolean",dflt:!0,editType:"plot"},values:{valType:"data_array",editType:"calc"},editType:"calc"}),line:s({editType:"calc"},n("line",{colorscaleDflt:"Viridis",autoColorDflt:!1,editTypeOverride:"calc"}))}},{"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plot_api/plot_template":816,"../../plots/cartesian/layout_attributes":842,"../../plots/domain":855,"../../plots/font_attributes":856}],1154:[function(t,e,r){"use strict";var n=t("./constants"),i=t("@plotly/d3"),a=t("../../lib/gup").keyFun,o=t("../../lib/gup").repeat,s=t("../../lib").sorterAsc,l=t("../../lib").strTranslate,c=n.bar.snapRatio;function u(t,e){return t*(1-c)+e*c}var f=n.bar.snapClose;function h(t,e){return t*(1-f)+e*f}function p(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var i=t?-1:1,a=0,o=e.length-1;if(i<0){var s=a;a=o,o=s}for(var l=e[a],c=l,f=a;i*f<i*o;f+=i){var p=f+i,d=e[p];if(i*r<i*h(l,d))return u(l,c);if(i*r<i*d||p===o)return u(d,l);c=l,l=d}}function d(t){t.attr("x",-n.bar.captureWidth/2).attr("width",n.bar.captureWidth)}function m(t){t.attr("visibility","visible").style("visibility","visible").attr("fill","yellow").attr("opacity",0)}function g(t){if(!t.brush.filterSpecified)return"0,"+t.height;for(var e,r,n,i=v(t.brush.filter.getConsolidated(),t.height),a=[0],o=i.length?i[0][0]:null,s=0;s<i.length;s++)r=(e=i[s])[1]-e[0],a.push(o),a.push(r),(n=s+1)<i.length&&(o=i[n][0]-e[1]);return a.push(t.height),a}function v(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function y(){i.select(document.body).style("cursor",null)}function x(t){t.attr("stroke-dasharray",g)}function b(t,e){var r=i.select(t).selectAll(".highlight, .highlight-shadow");x(e?r.transition().duration(n.bar.snapDuration).each("end",e):r)}function _(t,e){var r,i=t.brush,a=NaN,o={};if(i.filterSpecified){var s=t.height,l=i.filter.getConsolidated(),c=v(l,s),u=NaN,f=NaN,h=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(f=r?r-1:NaN,p&&p[0]>e){h=r;break}}if(a=u,isNaN(a)&&(a=isNaN(f)||isNaN(h)?isNaN(f)?h:f:e-c[f][1]<c[h][0]-e?f:h),!isNaN(a)){var d=c[a],m=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?"n":e<=.9*t[0]+.1*t[1]?"s":"ns"}(d,e);m&&(o.interval=l[a],o.intervalPix=d,o.region=m)}}if(t.ordinal&&!o.region){var g=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<g.length;r++){var x=[.25*g[Math.max(r-1,0)]+.75*g[r],.25*g[Math.min(r+1,g.length-1)]+.75*g[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function w(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.brush.svgBrush;a.wasDragged=!0,a._dragging=!0,a.grabbingBar?a.newExtent=[r-a.grabPoint,r+a.barLength-a.grabPoint].map(e.unitToPaddedPx.invert):a.newExtent=[a.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,a.extent=a.stayingIntervals.concat([a.newExtent]),a.brushCallback(e),b(t.parentNode)}function T(t,e){var r=_(e,e.height-i.mouse(t)[1]-2*n.verticalPadding),a="crosshair";r.clickableOrdinalRange?a="pointer":r.region&&(a=r.region+"-resize"),i.select(document.body).style("cursor",a)}function k(t){t.on("mousemove",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on("mouseleave",(function(t){t.parent.inBrushDrag||y()})).call(i.behavior.drag().on("dragstart",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar="ns"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l["s"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on("drag",(function(t){w(this,t)})).on("dragend",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function A(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(A)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e){var r=t.selectAll("."+n.cn.axisBrush).data(o,a);r.enter().append("g").classed(n.cn.axisBrush,!0),function(t,e){var r=t.selectAll(".background").data(o);r.enter().append("rect").classed("background",!0).call(d).call(m).style("pointer-events","auto").attr("transform",l(0,n.verticalPadding)),r.call(k).attr("height",(function(t){return t.height-n.verticalPadding}));var i=t.selectAll(".highlight-shadow").data(o);i.enter().append("line").classed("highlight-shadow",!0).attr("x",-n.bar.width/2).attr("stroke-width",n.bar.width+n.bar.strokeWidth).attr("stroke",e).attr("opacity",n.bar.strokeOpacity).attr("stroke-linecap","butt"),i.attr("y1",(function(t){return t.height})).call(x);var a=t.selectAll(".highlight").data(o);a.enter().append("line").classed("highlight",!0).attr("x",-n.bar.width/2).attr("stroke-width",n.bar.width-n.bar.strokeWidth).attr("stroke",n.bar.fillColor).attr("opacity",n.bar.fillOpacity).attr("stroke-linecap","butt"),a.attr("y1",(function(t){return t.height})).call(x)}(r,e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{"../../lib":776,"../../lib/gup":773,"./constants":1157,"@plotly/d3":58}],1155:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../plots/get_data").getModuleCalcData,a=t("./plot"),o=t("../../constants/xmlns_namespaces");r.name="parcoords",r.plot=function(t){var e=i(t.calcdata,"parcoords")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has("parcoords"),a=e._has&&e._has("parcoords");i&&!a&&(n._paperdiv.selectAll(".parcoords").remove(),n._glimages.selectAll("*").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(".svg-container");r.filter((function(t,e){return e===r.size()-1})).selectAll(".gl-canvas-context, .gl-canvas-focus").each((function(){var t=this.toDataURL("image/png");e.append("svg:image").attr({xmlns:o.svg,"xlink:href":t,preserveAspectRatio:"none",x:0,y:0,width:this.style.width,height:this.style.height})})),window.setTimeout((function(){n.selectAll("#filterBarPattern").attr("id","filterBarPattern")}),60)}},{"../../constants/xmlns_namespaces":753,"../../plots/get_data":864,"./plot":1164,"@plotly/d3":58}],1156:[function(t,e,r){"use strict";var n=t("../../lib").isArrayOrTypedArray,i=t("../../components/colorscale"),a=t("../../lib/gup").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,"line")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:"line",cLetter:"c"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},{"../../components/colorscale":651,"../../lib":776,"../../lib/gup":773}],1157:[function(t,e,r){"use strict";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:["contextLineLayer","focusLineLayer","pickLineLayer"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:"#777",bar:{width:4,captureWidth:10,fillColor:"magenta",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:"axis-extent-text",parcoordsLineLayers:"parcoords-line-layers",parcoordsLineLayer:"parcoords-lines",parcoords:"parcoords",parcoordsControlView:"parcoords-control-view",yAxis:"y-axis",axisOverlays:"axis-overlays",axis:"axis",axisHeading:"axis-heading",axisTitle:"axis-title",axisExtent:"axis-extent",axisExtentTop:"axis-extent-top",axisExtentTopText:"axis-extent-top-text",axisExtentBottom:"axis-extent-bottom",axisExtentBottomText:"axis-extent-bottom-text",axisBrush:"axis-brush"},id:{filterBarPattern:"filter-bar-pattern"}}},{}],1158:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../components/colorscale/helpers").hasColorscale,a=t("../../components/colorscale/defaults"),o=t("../../plots/domain").defaults,s=t("../../plots/array_container_defaults"),l=t("../../plots/cartesian/axes"),c=t("./attributes"),u=t("./axisbrush"),f=t("./constants").maxDimensionCount,h=t("./merge_length");function p(t,e,r,i){function a(r,i){return n.coerce(t,e,c.dimensions,r,i)}var o=a("values"),s=a("visible");if(o&&o.length||(s=e.visible=!1),s){a("label"),a("tickvals"),a("ticktext"),a("tickformat");var f=a("range");e._ax={_id:"y",type:"linear",showexponent:"all",exponentformat:"B",range:f},l.setConvert(e._ax,i.layout),a("multiselect");var h=a("constraintrange");h&&(e.constraintrange=u.cleanRanges(h,e))}}e.exports=function(t,e,r,l){function u(r,i){return n.coerce(t,e,c,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>f&&(n.log("parcoords traces support up to "+f+" dimensions at the moment"),d.splice(f));var m=s(t,e,{name:"dimensions",layout:l,handleItemDefaults:p}),g=function(t,e,r,o,s){var l=s("line.color",r);if(i(t,"line")&&n.isArrayOrTypedArray(l)){if(l.length)return s("line.colorscale"),a(t,e,o,s,{prefix:"line.",cLetter:"c"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(m)&&m.length||(e.visible=!1),h(e,m,"values",g);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,"labelfont",v),n.coerceFont(u,"tickfont",v),n.coerceFont(u,"rangefont",v),u("labelangle"),u("labelside")}},{"../../components/colorscale/defaults":649,"../../components/colorscale/helpers":650,"../../lib":776,"../../plots/array_container_defaults":822,"../../plots/cartesian/axes":827,"../../plots/domain":855,"./attributes":1153,"./axisbrush":1154,"./constants":1157,"./merge_length":1162}],1159:[function(t,e,r){"use strict";var n=t("../../lib").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!("visible"in t)}},{"../../lib":776}],1160:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults"),calc:t("./calc"),plot:t("./plot"),colorbar:{container:"line",min:"cmin",max:"cmax"},moduleType:"trace",name:"parcoords",basePlotModule:t("./base_plot"),categories:["gl","regl","noOpacity","noHover"],meta:{}}},{"./attributes":1153,"./base_plot":1155,"./calc":1156,"./defaults":1158,"./plot":1164}],1161:[function(t,e,r){"use strict";var n=t("glslify"),i=n(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor;\n\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\n               p17_20, p21_24, p25_28, p29_32,\n               p33_36, p37_40, p41_44, p45_48,\n               p49_52, p53_56, p57_60, colors;\n\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\n\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\nuniform float maskHeight;\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\nuniform vec4 contextColor;\nuniform sampler2D maskTexture, palette;\n\nbool isPick    = (drwLayer > 1.5);\nbool isContext = (drwLayer < 0.5);\n\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\n\nfloat val(mat4 p, mat4 v) {\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\n}\n\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\n    return y1 * (1.0 - ratio) + y2 * ratio;\n}\n\nint iMod(int a, int b) {\n    return a - b * (a / b);\n}\n\nbool fOutside(float p, float lo, float hi) {\n    return (lo < hi) && (lo > p || p > hi);\n}\n\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\n    return (\n        fOutside(p[0], lo[0], hi[0]) ||\n        fOutside(p[1], lo[1], hi[1]) ||\n        fOutside(p[2], lo[2], hi[2]) ||\n        fOutside(p[3], lo[3], hi[3])\n    );\n}\n\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\n    return (\n        vOutside(p[0], lo[0], hi[0]) ||\n        vOutside(p[1], lo[1], hi[1]) ||\n        vOutside(p[2], lo[2], hi[2]) ||\n        vOutside(p[3], lo[3], hi[3])\n    );\n}\n\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\n    return mOutside(A, loA, hiA) ||\n           mOutside(B, loB, hiB) ||\n           mOutside(C, loC, hiC) ||\n           mOutside(D, loD, hiD);\n}\n\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\n    mat4 pnts[4];\n    pnts[0] = A;\n    pnts[1] = B;\n    pnts[2] = C;\n    pnts[3] = D;\n\n    for(int i = 0; i < 4; ++i) {\n        for(int j = 0; j < 4; ++j) {\n            for(int k = 0; k < 4; ++k) {\n                if(0 == iMod(\n                    int(255.0 * texture2D(maskTexture,\n                        vec2(\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\n                        ))[3]\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\n                    2\n                )) return true;\n            }\n        }\n    }\n    return false;\n}\n\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\n    float x = 0.5 * sign(v) + 0.5;\n    float y = axisY(x, A, B, C, D);\n    float z = 1.0 - abs(v);\n\n    z += isContext ? 0.0 : 2.0 * float(\n        outsideBoundingBox(A, B, C, D) ||\n        outsideRasterMask(A, B, C, D)\n    );\n\n    return vec4(\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\n        z,\n        1.0\n    );\n}\n\nvoid main() {\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\n\n    float v = colors[3];\n\n    gl_Position = position(isContext, v, A, B, C, D);\n\n    fragColor =\n        isContext ? vec4(contextColor) :\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\n}\n"]),a=n(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor;\n\nvoid main() {\n    gl_FragColor = fragColor;\n}\n"]),o=t("./constants").maxDimensionCount,s=t("../../lib"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:"rgba",type:"uint8",mag:"nearest",min:"nearest"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete 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I(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),g=l[0]?l[0].values.length:0;var e=r.lines,i=w?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var l=0;l<o;l++)i[a++]=l<e.length?e[l].paddedUnitValues[s]:.5;i[a++]=d(s,2),i[a++]=d(s,1),i[a++]=d(s,0),i[a++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return i}(g,l,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](m(n/4,e,r))}(E,g,a),_||w||(L=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var i,a,o,s=t.length,c=1/0,u=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<c&&(c=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>u&&(u=t[i].dim1.canvasX,o=i);0===s&&f(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var 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Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style["pointer-events"]="none",L.destroy(),b&&b.destroy(),E)E[e].destroy()},update:I}}},{"../../lib":776,"./constants":1157,glslify:424}],1162:[function(t,e,r){"use strict";e.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},{}],1163:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../lib"),a=i.numberFormat,o=t("color-rgba"),s=t("../../plots/cartesian/axes"),l=i.strRotate,c=i.strTranslate,u=t("../../lib/svg_text_utils"),f=t("../../components/drawing"),h=t("../../components/colorscale"),p=t("../../lib/gup"),d=p.keyFun,m=p.repeat,g=p.unwrap,v=t("./helpers"),y=t("./constants"),x=t("./axisbrush"),b=t("./lines");function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function 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n=t("fast-isnumeric"),i=t("../../lib"),a=t("./attributes"),o=t("../../plots/domain").defaults,s=t("../bar/defaults").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c("labels"),c("values")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c("label0"),c("dlabel")),f){e._length=f,c("marker.line.width")&&c("marker.line.color"),c("marker.colors"),c("scalegroup");var h,p=c("text"),d=c("texttemplate");if(d||(h=c("textinfo",Array.isArray(p)?"text+percent":"percent")),c("hovertext"),c("hovertemplate"),d||h&&"none"!==h){var m=c("textposition");s(t,e,n,c,m,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(m)||"auto"===m||"outside"===m)&&c("automargin"),("inside"===m||"auto"===m||Array.isArray(m))&&c("insidetextorientation")}o(e,n,c);var g=c("hole");if(c("title.text")){var v=c("title.position",g?"middle center":"top center");g||"middle center"!==v||(e.title.position="top center"),i.coerceFont(c,"title.font",n.font)}c("sort"),c("direction"),c("rotation"),c("pull")}else e.visible=!1}}},{"../../lib":776,"../../plots/domain":855,"../bar/defaults":918,"./attributes":1165,"fast-isnumeric":242}],1169:[function(t,e,r){"use strict";var n=t("../../components/fx/helpers").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),"funnelarea"===e.type&&(delete r.v,delete r.i),r}},{"../../components/fx/helpers":675}],1170:[function(t,e,r){"use strict";var n=t("../../lib");function i(t){return-1!==t.indexOf("e")?t.replace(/[.]?0+e/,"e"):-1!==t.indexOf(".")?t.replace(/[.]?0+$/,""):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+"%"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||""===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return("auto"===t?0:t)*Math.PI/180}},{"../../lib":776}],1171:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults").supplyDefaults,supplyLayoutDefaults:t("./layout_defaults"),layoutAttributes:t("./layout_attributes"),calc:t("./calc").calc,crossTraceCalc:t("./calc").crossTraceCalc,plot:t("./plot").plot,style:t("./style"),styleOne:t("./style_one"),moduleType:"trace",name:"pie",basePlotModule:t("./base_plot"),categories:["pie-like","pie","showLegend"],meta:{}}},{"./attributes":1165,"./base_plot":1166,"./calc":1167,"./defaults":1168,"./layout_attributes":1172,"./layout_defaults":1173,"./plot":1174,"./style":1175,"./style_one":1176}],1172:[function(t,e,r){"use strict";e.exports={hiddenlabels:{valType:"data_array",editType:"calc"},piecolorway:{valType:"colorlist",editType:"calc"},extendpiecolors:{valType:"boolean",dflt:!0,editType:"calc"}}},{}],1173:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./layout_attributes");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r("hiddenlabels"),r("piecolorway",e.colorway),r("extendpiecolors")}},{"../../lib":776,"./layout_attributes":1172}],1174:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../plots/plots"),a=t("../../components/fx"),o=t("../../components/color"),s=t("../../components/drawing"),l=t("../../lib"),c=l.strScale,u=l.strTranslate,f=t("../../lib/svg_text_utils"),h=t("../bar/uniform_text"),p=h.recordMinTextSize,d=h.clearMinTextSize,m=t("../bar/constants").TEXTPAD,g=t("./helpers"),v=t("./event_data"),y=t("../../lib").isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u="funnelarea"===c.type;"_hasHoverLabel"in c||(c._hasHoverLabel=!1),"_hasHoverEvent"in c||(c._hasHoverEvent=!1),t.on("mouseover",(function(t){var r=e._fullLayout,f=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:c._module},r,0)),"all"===h&&(h="label+text+value+percent+name"),f.hovertemplate||"none"!==h&&"skip"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),m=s+t.pxmid[1]*(1-p),y=r.separators,x=[];if(h&&-1!==h.indexOf("label")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf("text")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,y),h&&-1!==h.indexOf("value")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,y),h&&-1!==h.indexOf("percent")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:m,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:m-p*i.r,_y1:u?s+t.BL[1]:m+p*i.r,text:x.join("<br>"),name:f.hovertemplate||-1!==h.indexOf("name")?f.name:void 0,idealAlign:t.pxmid[0]<0?"left":"right",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit("plotly_hover",{points:[v(t,f)],event:n.event})}})),t.on("mouseout",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit("plotly_unhover",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on("click",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append("text").attr("data-notex",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f="horizontal"===u,h="tangential"===u,p="radial"===u,d="auto"===u,m=[];if(!d){var g,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a="tan"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,m.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)v(Math.PI*g,"tan");for(g=4;g>=-4;g-=2)v(Math.PI*(g+1),"tan")}if(f||p){for(g=4;g>=-4;g-=2)v(Math.PI*(g+1.5),"rad");for(g=4;g>=-4;g-=2)v(Math.PI*(g+.5),"rad")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;m.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a));for(var x=0,b=0,_=0;_<m.length;_++){var w=m[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return m[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf("top")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf("bottom")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf("left")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf("center")?f*=2:-1!==a.title.position.indexOf("right")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&"middle center"!==a.title.position&&(l-=P(i,e));var c=s/2,u=l/2;"funnelarea"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+I(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf("bottom")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if("pie"===i.type)l=r.r*r.r;else if("funnelarea"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;"funnelarea"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&"none"!==o){var s,c=o.split("+"),u=function(t){return-1!==c.indexOf(t)},f=u("label"),h=u("text"),p=u("value"),d=u("percent"),m=n.separators;if(s=f?[e.label]:[],h){var v=g.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(g.formatPieValue(e.v,m)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join("<br>")}if(a){var x=l.castOption(i,e.i,"texttemplate");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,"customdata")}}(e),_=g.getFirstFilled(i.text,e.pts);(y(_)||""===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=""}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d("pie",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,"trace").each((function(e){var h=n.select(this),d=e[0],m=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c="px0",u="px1";if("counterclockwise"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c="px1",u="px0"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,s+=l*r.v/2,n=z(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr("stroke-linejoin","round"),h.each((function(){var v=n.select(this).selectAll("g.slice").data(e);v.enter().append("g").classed("slice",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll("path,g").remove();else{i.pointNumber=i.i,i.curveNumber=m.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll("path.surface").data([i]);if(h.enter().append("path").classed("surface",!0).style({"pointer-events":"all"}),u.call(x,t,e),m.pull){var v=+g.castOption(m.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=m.hole;if(i.v===d.vTotal){var k="M"+(o+i.px0[0])+","+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+"Z";T?h.attr("d","M"+(o+T*i.px0[0])+","+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+"Z"+k):h.attr("d",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr("d","M"+(o+T*i.px1[0])+","+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+"l"+M*i.px0[0]+","+M*i.px0[1]+A+"Z")}else h.attr("d","M"+o+","+c+"l"+i.px0[0]+","+i.px0[1]+A+"Z")}D(t,i,d);var S=g.castOption(m.textposition,i.pts),E=u.selectAll("g.slicetext").data(i.text&&"none"!==S?[0]:[]);E.enter().append("g").classed("slicetext",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),"text","",(function(t){t.attr("data-notex",1)})),h=l.ensureUniformFontSize(t,"outside"===S?function(t,e,r){var n=g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,i=g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(m,i,r.font):b(m,i,r.font));u.text(i.text).attr({class:"slicetext",transform:"","text-anchor":"middle"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if("outside"===S)v=L(y,i);else if(v=w(y,i,d),"auto"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,m.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var A=v.targetY;i.yLabelMin=A-y.height/2,i.yLabelMid=A,i.yLabelMax=A+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(m.type,v,r),e[a].transform=v,u.attr("transform",l.getTextTransform(v))}))}function C(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return"a"+n*d.r+","+n*d.r+" 0 "+i.largeArc+(r?" 1 ":" 0 ")+a+","+o}}));var T=n.select(this).selectAll("g.titletext").data(m.title.text?[0]:[]);if(T.enter().append("g").classed("titletext",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),"text","",(function(t){t.attr("data-notex",1)})),i=m.title.text;m._meta&&(i=l.templateString(i,m._meta)),r.text(i).attr({class:"titletext",transform:"","text-anchor":"middle"}).call(s.font,m.title.font).call(f.convertToTspans,t),e="middle center"===m.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):C(d,a),r.attr("transform",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var i,c,u,h,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),d=n?t.yLabelMin:t.yLabelMax,m=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-d;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<f.length;c++)(u=f[c])===t||(g.castOption(e.pull,t.pts)||0)>=(g.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-d-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(m+t.labelExtraY-v)*l>0&&(i=3*s*Math.abs(c-f.indexOf(t)),(h=u.cxFinal+a(u.px0[0],u.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=h)))}for(n=0;n<2;n++)for(i=n?m:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(i),u=t[1-n][r],f=u.concat(c),p=[],h=0;h<c.length;h++)void 0!==c[h].yLabelMid&&p.push(c[h]);for(d=!1,h=0;n&&h<u.length;h++)if(void 0!==u[h].yLabelMid){d=u[h];break}for(h=0;h<p.length;h++){var x=h&&p[h-1];d&&!h&&(x=d),y(p[h],x)}}}(y,m),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select("g.slicetext text");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,i.attr("transform",l.getTextTransform(t.transform));var a=t.cxFinal+t.pxmid[0],s="M"+a+","+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(f)?s+="l"+f*t.pxmid[0]/t.pxmid[1]+","+f+"H"+(a+t.labelExtraX+c):s+="l"+t.labelExtraX+","+u+"v"+(f-u)+"h"+c}else s+="V"+(t.yLabelMid+t.labelExtraY)+"h"+c;l.ensureSingle(r,"path","textline").call(o.stroke,e.outsidetextfont.color).attr({"stroke-width":Math.min(2,e.outsidetextfont.size/8),d:s,fill:"none"})}else r.select("path.textline").remove()}))}(v,m),_&&m.automargin){var k=s.bBox(h.node()),A=m.domain,M=a.w*(A.x[1]-A.x[0]),S=a.h*(A.y[1]-A.y[0]),E=(.5*M-d.r)/a.w,P=(.5*S-d.r)/a.h;i.autoMargin(t,"pie."+m.uid+".automargin",{xl:A.x[0]-E,xr:A.x[1]+E,yb:A.y[0]-P,yt:A.y[1]+P,l:Math.max(d.cx-d.r-k.left,0),r:Math.max(k.right-(d.cx+d.r),0),b:Math.max(k.bottom-(d.cy+d.r),0),t:Math.max(d.cy-d.r-k.top,0),pad:5})}}))}));setTimeout((function(){h.selectAll("tspan").each((function(){var t=n.select(this);t.attr("dy")&&t.attr("dy",t.attr("dy"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:b,positionTitleOutside:C,prerenderTitles:_,layoutAreas:O,attachFxHandlers:x,computeTransform:R}},{"../../components/color":639,"../../components/drawing":661,"../../components/fx":679,"../../lib":776,"../../lib/svg_text_utils":802,"../../plots/plots":890,"../bar/constants":916,"../bar/uniform_text":930,"./event_data":1169,"./helpers":1170,"@plotly/d3":58}],1175:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("./style_one"),a=t("../bar/uniform_text").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(".trace");a(t,e,"pie"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll("path.surface").each((function(t){n.select(this).call(i,t,e)}))}))}},{"../bar/uniform_text":930,"./style_one":1176,"@plotly/d3":58}],1176:[function(t,e,r){"use strict";var n=t("../../components/color"),i=t("./helpers").castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style("stroke-width",s).call(n.fill,e.color).call(n.stroke,o)}},{"../../components/color":639,"./helpers":1170}],1177:[function(t,e,r){"use strict";var n=t("../scatter/attributes");e.exports={x:n.x,y:n.y,xy:{valType:"data_array",editType:"calc"},indices:{valType:"data_array",editType:"calc"},xbounds:{valType:"data_array",editType:"calc"},ybounds:{valType:"data_array",editType:"calc"},text:n.text,marker:{color:{valType:"color",arrayOk:!1,editType:"calc"},opacity:{valType:"number",min:0,max:1,dflt:1,arrayOk:!1,editType:"calc"},blend:{valType:"boolean",dflt:null,editType:"calc"},sizemin:{valType:"number",min:.1,max:2,dflt:.5,editType:"calc"},sizemax:{valType:"number",min:.1,dflt:20,editType:"calc"},border:{color:{valType:"color",arrayOk:!1,editType:"calc"},arearatio:{valType:"number",min:0,max:1,dflt:0,editType:"calc"},editType:"calc"},editType:"calc"},transforms:void 0}},{"../scatter/attributes":1191}],1178:[function(t,e,r){"use strict";var n=t("gl-pointcloud2d"),i=t("../../lib/str2rgbarray"),a=t("../../plots/cartesian/autorange").findExtremes,o=t("../scatter/get_trace_color");function s(t,e){this.scene=t,this.uid=e,this.type="pointcloud",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color="rgb(0, 0, 0)",this.name="",this.hoverinfo="all",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,f=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(f){if(n=f,e=f.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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n,i=y(e),a=i.trace,u=a.domain,f="h"===a.orientation,p=a.node.pad,d=a.node.thickness,m=t.width*(u.x[1]-u.x[0]),g=t.height*(u.y[1]-u.y[0]),v=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[m,g]:[g,m]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(v).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn("node.pad was reduced to ",n.nodePadding()," to fit within the figure."),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+":"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=c(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*m,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}if("snap"===a.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(v=k.nodes));n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:m,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?g:m,dragPerpendicular:f?m:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=c(e.color),i=e.source.label+"|"+e.target.label+"__"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,"top"===e.circularLinkType?"M "+n.targetX+" "+(n.targetY+r)+" L"+n.rightInnerExtent+" "+(n.targetY+r)+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightSmallArcRadius+r)+" 0 0 1 "+(n.rightFullExtent-r)+" "+(n.targetY-n.rightSmallArcRadius)+"L"+(n.rightFullExtent-r)+" "+n.verticalRightInnerExtent+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightLargeArcRadius+r)+" 0 0 1 "+n.rightInnerExtent+" "+(n.verticalFullExtent-r)+"L"+n.leftInnerExtent+" "+(n.verticalFullExtent-r)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftLargeArcRadius+r)+" 0 0 1 "+(n.leftFullExtent+r)+" "+n.verticalLeftInnerExtent+"L"+(n.leftFullExtent+r)+" "+(n.sourceY-n.leftSmallArcRadius)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftSmallArcRadius+r)+" 0 0 1 "+n.leftInnerExtent+" "+(n.sourceY+r)+"L"+n.sourceX+" "+(n.sourceY+r)+"L"+n.sourceX+" "+(n.sourceY-r)+"L"+n.leftInnerExtent+" "+(n.sourceY-r)+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftSmallArcRadius-r)+" 0 0 0 "+(n.leftFullExtent-r)+" "+(n.sourceY-n.leftSmallArcRadius)+"L"+(n.leftFullExtent-r)+" "+n.verticalLeftInnerExtent+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftLargeArcRadius-r)+" 0 0 0 "+n.leftInnerExtent+" "+(n.verticalFullExtent+r)+"L"+n.rightInnerExtent+" "+(n.verticalFullExtent+r)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightLargeArcRadius-r)+" 0 0 0 "+(n.rightFullExtent+r)+" "+n.verticalRightInnerExtent+"L"+(n.rightFullExtent+r)+" "+(n.targetY-n.rightSmallArcRadius)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightSmallArcRadius-r)+" 0 0 0 "+n.rightInnerExtent+" "+(n.targetY-r)+"L"+n.targetX+" "+(n.targetY-r)+"Z":"M "+n.targetX+" "+(n.targetY-r)+" L"+n.rightInnerExtent+" "+(n.targetY-r)+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightSmallArcRadius+r)+" 0 0 0 "+(n.rightFullExtent-r)+" "+(n.targetY+n.rightSmallArcRadius)+"L"+(n.rightFullExtent-r)+" "+n.verticalRightInnerExtent+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightLargeArcRadius+r)+" 0 0 0 "+n.rightInnerExtent+" "+(n.verticalFullExtent+r)+"L"+n.leftInnerExtent+" "+(n.verticalFullExtent+r)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftLargeArcRadius+r)+" 0 0 0 "+(n.leftFullExtent+r)+" "+n.verticalLeftInnerExtent+"L"+(n.leftFullExtent+r)+" "+(n.sourceY+n.leftSmallArcRadius)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftSmallArcRadius+r)+" 0 0 0 "+n.leftInnerExtent+" "+(n.sourceY-r)+"L"+n.sourceX+" "+(n.sourceY-r)+"L"+n.sourceX+" "+(n.sourceY+r)+"L"+n.leftInnerExtent+" "+(n.sourceY+r)+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftSmallArcRadius-r)+" 0 0 1 "+(n.leftFullExtent-r)+" "+(n.sourceY+n.leftSmallArcRadius)+"L"+(n.leftFullExtent-r)+" "+n.verticalLeftInnerExtent+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftLargeArcRadius-r)+" 0 0 1 "+n.leftInnerExtent+" "+(n.verticalFullExtent-r)+"L"+n.rightInnerExtent+" "+(n.verticalFullExtent-r)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightLargeArcRadius-r)+" 0 0 1 "+(n.rightFullExtent+r)+" "+n.verticalRightInnerExtent+"L"+(n.rightFullExtent+r)+" "+(n.targetY+n.rightSmallArcRadius)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightSmallArcRadius-r)+" 0 0 1 "+n.rightInnerExtent+" "+(n.targetY+r)+"L"+n.targetX+" "+(n.targetY+r)+"Z";var e,r,n,a=t.link.source.x1,o=t.link.target.x0,s=i(a,o),l=s(.5),c=s(.5),u=t.link.y0-t.link.width/2,f=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,p=t.link.y1+t.link.width/2;return"M"+a+","+u+"C"+l+","+u+" "+c+","+h+" "+o+","+h+"L"+o+","+p+"C"+c+","+p+" "+l+","+f+" "+a+","+f+"Z"}}function S(t,e){var r=c(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s="node_"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join("_"),interactionState:t.interactionState,figure:t}}function E(t){t.attr("transform",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function C(t,e){t.call(L),e.attr("d",M())}function P(t){t.attr("width",(function(t){return t.node.x1-t.node.x0})).attr("height",(function(t){return t.visibleHeight}))}function I(t){return t.link.width>1||t.linkLineWidth>0}function O(t){return p(t.translateX,t.translateY)+(t.horizontal?"matrix(1 0 0 1 0 0)":"matrix(0 1 1 0 0 0)")}function z(t,e,r){t.on(".basic",null).on("mouseover.basic",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on("mousemove.basic",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on("mouseout.basic",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on("click.basic",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on("dragstart",(function(a){if("fixed"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,"g","dragcover",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),"snap"===a.arrangement)){var o=a.traceId+"|"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=n.forceSimulation(a).alphaDecay(0).force("collide",n.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(l.forceIterations)).force("constrain",function(t,e,r,n){return function(){for(var t=0,i=0;i<r.length;i++){var a=r[i];a===n.interactionState.dragInProgress?(a.x=a.lastDraggedX,a.y=a.lastDraggedY):(a.vx=(a.originalX-a.x)/l.forceTicksPerFrame,a.y=Math.min(n.size-a.dy/2,Math.max(a.dy/2,a.y))),t=Math.max(t,Math.abs(a.vx),Math.abs(a.vy))}!n.interactionState.dragInProgress&&t<.1&&n.forceLayouts[e].alpha()>0&&n.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,a),function(t,e,r,n,i){window.requestAnimationFrame((function a(){var o;for(o=0;o<l.forceTicksPerFrame;o++)r.forceLayouts[n].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),C(t.filter(B(r)),e),r.forceLayouts[n].alpha()>0)window.requestAnimationFrame(a);else{var s=r.node.originalX;r.node.x0=s-r.visibleWidth/2,r.node.x1=s+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on("drag",(function(r){if("fixed"!==r.arrangement){var n=a.event.x,i=a.event.y;"snap"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):("freeform"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),"snap"!==r.arrangement&&(r.sankey.update(r.graph),C(t.filter(B(r)),e))}})).on("dragend",(function(t){if("fixed"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;"snap"!==t.arrangement&&R(t,i)}}));t.on(".drag",null).call(o)}function R(t,e){for(var r=[],n=[],i=0;i<t.graph.nodes.length;i++){var a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}b.call("_guiRestyle",e,{"node.x":[r],"node.y":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,n,i){var o=!1;h.ensureSingle(t._fullLayout._infolayer,"g","first-render",(function(){o=!0}));var s=t._fullLayout._dragCover,m=r.filter((function(t){return y(t).trace.visible})).map(k.bind(null,n)),b=e.selectAll("."+l.cn.sankey).data(m,g);b.exit().remove(),b.enter().append("g").classed(l.cn.sankey,!0).style("box-sizing","content-box").style("position","absolute").style("left",0).style("shape-rendering","geometricPrecision").style("pointer-events","auto").attr("transform",O),b.each((function(e,r){t._fullData[r]._sankey=e;var n="bgsankey-"+e.trace.uid+"-"+r;h.ensureSingle(t._fullLayout._draggers,"rect",n),t._fullData[r]._bgRect=a.select("."+n),t._fullData[r]._bgRect.style("pointer-events","all").attr("width",e.width).attr("height",e.height).attr("x",e.translateX).attr("y",e.translateY).classed("bgsankey",!0).style({fill:"transparent","stroke-width":0})})),b.transition().ease(l.ease).duration(l.duration).attr("transform",O);var _=b.selectAll("."+l.cn.sankeyLinks).data(v,g);_.enter().append("g").classed(l.cn.sankeyLinks,!0).style("fill","none");var L=_.selectAll("."+l.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(A.bind(null,t))}),g);L.enter().append("path").classed(l.cn.sankeyLink,!0).call(z,b,i.linkEvents),L.style("stroke",(function(t){return I(t)?u.tinyRGB(c(t.linkLineColor)):t.tinyColorHue})).style("stroke-opacity",(function(t){return I(t)?u.opacity(t.linkLineColor):t.tinyColorAlpha})).style("fill",(function(t){return t.tinyColorHue})).style("fill-opacity",(function(t){return t.tinyColorAlpha})).style("stroke-width",(function(t){return I(t)?t.linkLineWidth:1})).attr("d",M()),L.style("opacity",(function(){return t._context.staticPlot||o||s?1:0})).transition().ease(l.ease).duration(l.duration).style("opacity",1),L.exit().transition().ease(l.ease).duration(l.duration).style("opacity",0).remove();var C=b.selectAll("."+l.cn.sankeyNodeSet).data(v,g);C.enter().append("g").classed(l.cn.sankeyNodeSet,!0),C.style("cursor",(function(t){switch(t.arrangement){case"fixed":return"default";case"perpendicular":return"ns-resize";default:return"move"}}));var R=C.selectAll("."+l.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return 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y={padded:!0},x={padded:!0};s&&(y.ppad=x.ppad=s);var b=c<2||i[0]!==i[c-1]||o[0]!==o[c-1];b&&("tozerox"===v||"tonextx"===v&&(p||"h"===d))?y.tozero=!0:(e.error_y||{}).visible||"tonexty"!==v&&"tozeroy"!==v&&(l.hasMarkers(e)||l.hasText(e))||(y.padded=!1,y.ppad=0),b&&("tozeroy"===v||"tonexty"===v&&(p||"v"===d))?x.tozero=!0:"tonextx"!==v&&"tozerox"!==v||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,y)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r="area"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:"linear"};a.setConvert(s);for(var c=s.makeCalcdata(t.marker,"size"),u=new Array(e),f=0;f<e;f++)u[f]=r(c[f]);return u}return r(n.size)}}function d(t,e){var r=m(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function m(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?"-"+e:"")}function g(t,e,r,n){var 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n=t("./subtypes");e.exports=function(t,e){var r,i,a,o,s=t.cd,l=t.xaxis,c=t.yaxis,u=[],f=s[0].trace;if(!n.hasMarkers(f)&&!n.hasText(f))return[];if(!1===e)for(r=0;r<s.length;r++)s[r].selected=0;else for(r=0;r<s.length;r++)i=s[r],a=l.c2p(i.x),o=c.c2p(i.y),null!==i.i&&e.contains([a,o],!1,r,t)?(u.push({pointNumber:i.i,x:l.c2d(i.x),y:c.c2d(i.y)}),i.selected=1):i.selected=0;return u}},{"./subtypes":1216}],1214:[function(t,e,r){"use strict";var n=["orientation","groupnorm","stackgaps"];e.exports=function(t,e,r,i){var a=r._scatterStackOpts,o=i("stackgroup");if(o){var s=e.xaxis+e.yaxis,l=a[s];l||(l=a[s]={});var c=l[o],u=!1;c?c.traces.push(e):(c=l[o]={traceIndices:[],traces:[e]},u=!0);for(var f={orientation:e.x&&!e.y?"h":"v"},h=0;h<n.length;h++){var p=n[h],d=p+"Found";if(!c[d]){var m=void 0!==t[p],g="orientation"===p;if((m||u)&&(c[p]=i(p,f[p]),g&&(c.fillDflt="h"===c[p]?"tonextx":"tonexty"),m&&(c[d]=!0,!u&&(delete c.traces[0][p],g))))for(var v=0;v<c.traces.length-1;v++){var 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n=t("../../lib"),i=t("../../registry");e.exports=function(t,e,r,a){var o,s=a("x"),l=a("y");if(i.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y"],r),s){var c=n.minRowLength(s);l?o=Math.min(c,n.minRowLength(l)):(o=c,a("y0"),a("dy"))}else{if(!l)return 0;o=n.minRowLength(l),a("x0"),a("dx")}return e._length=o,o}},{"../../lib":776,"../../registry":904}],1219:[function(t,e,r){"use strict";var n=t("../scatter/attributes"),i=t("../../components/colorscale/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../plots/template_attributes").hovertemplateAttrs,s=t("../../plots/template_attributes").texttemplateAttrs,l=t("../../plots/attributes"),c=t("../../constants/gl3d_dashes"),u=t("../../constants/gl3d_markers"),f=t("../../lib/extend").extendFlat,h=t("../../plot_api/edit_types").overrideAll,p=t("../../lib/sort_object_keys"),d=n.line,m=n.marker,g=m.line,v=f({width:d.width,dash:{valType:"enumerated",values:p(c),dflt:"solid"}},i("line"));var 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n=t("gl-line3d"),i=t("gl-scatter3d"),a=t("gl-error3d"),o=t("gl-mesh3d"),s=t("delaunay-triangulate"),l=t("../../lib"),c=t("../../lib/str2rgbarray"),u=t("../../lib/gl_format_color").formatColor,f=t("../scatter/make_bubble_size_func"),h=t("../../constants/gl3d_dashes"),p=t("../../constants/gl3d_markers"),d=t("../../plots/cartesian/axes"),m=t("../../components/fx/helpers").appendArrayPointValue,g=t("./calc_errors");function v(t,e){this.scene=t,this.uid=e,this.linePlot=null,this.scatterPlot=null,this.errorBars=null,this.textMarkers=null,this.delaunayMesh=null,this.color=null,this.mode="",this.dataPoints=[],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.textLabels=null,this.data=null}var y=v.prototype;function x(t){return null==t?0:t.indexOf("left")>-1?-1:t.indexOf("right")>-1?1:0}function b(t){return null==t?0:t.indexOf("top")>-1?-1:t.indexOf("bottom")>-1?1:0}function _(t,e){return e(4*t)}function w(t){return p[t]}function T(t,e,r,n,i){var 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t.object.highlight&&t.object.highlight(null),this.scatterPlot&&(t.object=this.scatterPlot,this.scatterPlot.highlight(t.data)),t.textLabel="",this.textLabels&&(Array.isArray(this.textLabels)?(this.textLabels[e]||0===this.textLabels[e])&&(t.textLabel=this.textLabels[e]):t.textLabel=this.textLabels),t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]],!0}},y.update=function(t){var e,r,l,c,u=this.scene.glplot.gl,f=h.solid;this.data=t;var p=k(this.scene,t);"mode"in p&&(this.mode=p.mode),"lineDashes"in p&&p.lineDashes in 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d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf("markers")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf("text")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=i(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var 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n=t("../../lib"),i=t("../scatter/subtypes"),a=t("../scatter/marker_defaults"),o=t("../scatter/line_defaults"),s=t("../scatter/text_defaults"),l=t("../scatter/fillcolor_defaults"),c=t("./attributes");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f("locations");if(p&&p.length){var d,m=f("geojson");("string"==typeof m&&""!==m||n.isPlainObject(m))&&(d="geojson-id"),"geojson-id"===f("locationmode",d)&&f("featureidkey"),h=p.length}else{var g=f("lon")||[],v=f("lat")||[];h=Math.min(g.length,v.length)}h?(e._length=h,f("text"),f("hovertext"),f("hovertemplate"),f("mode"),i.hasLines(e)&&(o(t,e,r,u,f),f("connectgaps")),i.hasMarkers(e)&&a(t,e,r,u,f,{gradient:!0}),i.hasText(e)&&(f("texttemplate"),s(t,e,u,f)),f("fill"),"none"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)):e.visible=!1}},{"../../lib":776,"../scatter/fillcolor_defaults":1199,"../scatter/line_defaults":1204,"../scatter/marker_defaults":1210,"../scatter/subtypes":1216,"../scatter/text_defaults":1217,"./attributes":1233}],1236:[function(t,e,r){"use strict";e.exports=function(t,e,r,n,i){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var a=n[i];return a.fIn&&a.fIn.properties&&(t.properties=a.fIn.properties),t}},{}],1237:[function(t,e,r){"use strict";var n=t("../../plots/cartesian/axes");e.exports=function(t,e,r){var i={},a=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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n=t("@plotly/d3"),i=t("../../lib"),a=t("../../lib/topojson_utils").getTopojsonFeatures,o=t("../../lib/geojson_utils"),s=t("../../lib/geo_location_utils"),l=t("../../plots/cartesian/autorange").findExtremes,c=t("../../constants/numerical").BADNUM,u=t("../scatter/calc").calcMarkerSize,f=t("../scatter/subtypes"),h=t("./style");e.exports={calcGeoJSON:function(t,e){var r,n,i=t[0].trace,o=e[i.geo],f=o._subplot,h=i._length;if(Array.isArray(i.locations)){var p=i.locationmode,d="geojson-id"===p?s.extractTraceFeature(t):a(i,f.topojson);for(r=0;r<h;r++){n=t[r];var m="geojson-id"===p?n.fOut:s.locationToFeature(p,n.loc,d);n.lonlat=m?m.properties.ct:[c,c]}}var g,v,y={padded:!0};if("geojson"===o.fitbounds&&"geojson-id"===i.locationmode){var x=s.computeBbox(s.getTraceGeojson(i));g=[x[0],x[2]],v=[x[1],x[3]]}else{for(g=new Array(h),v=new 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T=i.getComponentMethod("errorbars","supplyDefaults");T(t,e,_||w||r,{axis:"y"}),T(t,e,_||w||r,{axis:"x",inherit:"y"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{"../../lib":776,"../../registry":904,"../scatter/constants":1195,"../scatter/fillcolor_defaults":1199,"../scatter/line_defaults":1204,"../scatter/marker_defaults":1210,"../scatter/period_defaults":1211,"../scatter/subtypes":1216,"../scatter/text_defaults":1217,"../scatter/xy_defaults":1218,"./attributes":1243,"./helpers":1250}],1248:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../components/color"),a=t("../../constants/interactions").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},m=c.textUnselectedOptions[u]||{},g=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=m.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(g)}}},{"../../components/color":639,"../../constants/interactions":751,"../../lib":776}],1249:[function(t,e,r){"use strict";var n=t("../scatter/format_labels");e.exports=function(t,e,r){var i=t.i;return"x"in t||(t.x=e._x[i]),"y"in t||(t.y=e._y[i]),n(t,e,r)}},{"../scatter/format_labels":1200}],1250:[function(t,e,r){"use strict";var n=t("./constants");r.isOpenSymbol=function(t){return"string"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return"string"==typeof t?n.DOT_RE.test(t):t>200}},{"./constants":1245}],1251:[function(t,e,r){"use strict";var n=t("../../registry"),i=t("../../lib"),a=t("../scatter/get_trace_color");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var m=d&&d.line;m&&(h.mlc=Array.isArray(m.color)?m.color[f]:m.color,h.mlw=i.isArrayOrTypedArray(m.width)?m.width[f]:m.width);var g=d&&d.gradient;g&&"none"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:A?A[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod("errorbars","hoverInfo")(h,o,M),M}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d,m=t.cd,g=m[0].t,v=m[0].trace,y=t.xa,x=t.ya,b=g.x,_=g.y,w=y.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=y.p2c(w-k),M=y.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i="x"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if("x"===n){var C=!!v.xperiodalignment,P=!!v.yperiodalignment;for(u=0;u<i.length;u++){if(l=b[a=i[u]],f=Math.abs(y.c2p(l)-w),C){var I=y.c2p(v._xStarts[a]),O=y.c2p(v._xEnds[a]);f=w>=Math.min(I,O)&&w<=Math.max(I,O)?0:1/0}if(f<L){if(L=f,c=_[a],h=x.c2p(c)-T,P){var z=x.c2p(v._yStarts[a]),D=x.c2p(v._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=b[a=i[u]],c=_[a],f=y.c2p(l)-w,h=x.c2p(c)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,v)]},calcHover:o}},{"../../lib":776,"../../registry":904,"../scatter/get_trace_color":1201}],1252:[function(t,e,r){"use strict";var n=t("./hover");e.exports={moduleType:"trace",name:"scattergl",basePlotModule:t("../../plots/cartesian"),categories:["gl","regl","cartesian","symbols","errorBarsOK","showLegend","scatter-like"],attributes:t("./attributes"),supplyDefaults:t("./defaults"),crossTraceDefaults:t("../scatter/cross_trace_defaults"),colorbar:t("../scatter/marker_colorbar"),formatLabels:t("./format_labels"),calc:t("./calc"),plot:t("./plot"),hoverPoints:n.hoverPoints,selectPoints:t("./select"),meta:{}}},{"../../plots/cartesian":841,"../scatter/cross_trace_defaults":1197,"../scatter/marker_colorbar":1209,"./attributes":1243,"./calc":1244,"./defaults":1247,"./format_labels":1249,"./hover":1251,"./plot":1253,"./select":1255}],1253:[function(t,e,r){"use strict";var n=t("regl-scatter2d"),i=t("regl-line2d"),a=t("regl-error2d"),o=t("gl-text"),s=t("../../lib"),l=t("../../components/dragelement/helpers").selectMode,c=t("../../lib/prepare_regl"),u=t("../scatter/subtypes"),f=t("../scatter/link_traces"),h=t("./edit_style").styleTextSelection;function p(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,c=i.r*n,u=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-c-(1-e.domain[1])*f,o-u-(1-r.domain[1])*h]}e.exports=function(t,e,r){if(r.length){var d,m,g=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,["ANGLE_instanced_arrays","OES_element_index_uint"])){var b=v.count,_=g._glcanvas.data()[0].regl;if(f(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=a(_)),!0===v.line2d&&(v.line2d=i(_)),!0===v.scatter2d&&(v.scatter2d=n(_)),!0===v.fill2d&&(v.fill2d=i(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if("tozeroy"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if("tozerox"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if("toself"===s.fill||"tonext"===s.fill){for(p=[],i=0,t.splitNull=!0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),p.push(null,null),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var m=s._nexttrace;if(m){var g=v.lineOptions[e+1];if(g){var y=g.positions;if("tonexty"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=m.fillcolor}}}}if(s._prevtrace&&"tonext"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var A=g.dragmode,M=l(A),S=g.clickmode.indexOf("select")>-1;for(d=0;d<b;d++){var E=r[d][0],L=E.trace,C=E.t,P=C.index,I=L._length,O=C.x,z=C.y;if(L.selectedpoints||M||S){if(M||(M=!0),L.selectedpoints){var D=v.selectBatch[P]=s.selIndices2selPoints(L),R={};for(m=0;m<D.length;m++)R[D[m]]=1;var F=[];for(m=0;m<I;m++)R[m]||F.push(m);v.unselectBatch[P]=F}var B=C.xpx=new Array(I),N=C.ypx=new Array(I);for(m=0;m<I;m++)B[m]=y.c2p(O[m]),N[m]=x.c2p(z[m])}else C.xpx=C.ypx=null}if(M){if(v.select2d||(v.select2d=n(g._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(g,y,x,t._context.plotGlPixelRatio),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{"../../components/dragelement/helpers":657,"../../lib":776,"../../lib/prepare_regl":789,"../scatter/link_traces":1207,"../scatter/subtypes":1216,"./edit_style":1248,"gl-text":337,"regl-error2d":512,"regl-line2d":513,"regl-scatter2d":514}],1254:[function(t,e,r){"use strict";var n=t("../../lib");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else c[f].length||o.draw(f);s[f]&&r.textOptions[f]&&s[f].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach((function(t){t.destroy&&t.destroy()})),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,i),r}},{"../../lib":776}],1255:[function(t,e,r){"use strict";var n=t("../scatter/subtypes"),i=t("./edit_style").styleTextSelection;e.exports=function(t,e){var 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n=t("../../plots/template_attributes").hovertemplateAttrs,i=t("../../plots/template_attributes").texttemplateAttrs,a=t("../scattergeo/attributes"),o=t("../scatter/attributes"),s=t("../../plots/mapbox/layout_attributes"),l=t("../../plots/attributes"),c=t("../../components/colorscale/attributes"),u=t("../../lib/extend").extendFlat,f=t("../../plot_api/edit_types").overrideAll,h=a.line,p=a.marker;e.exports=f({lon:a.lon,lat:a.lat,mode:u({},o.mode,{dflt:"markers"}),text:u({},o.text,{}),texttemplate:i({editType:"plot"},{keys:["lat","lon","text"]}),hovertext:u({},o.hovertext,{}),line:{color:h.color,width:h.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:"string",dflt:"circle",arrayOk:!0},angle:{valType:"number",dflt:"auto",arrayOk:!0},allowoverlap:{valType:"boolean",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c("marker")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:"string"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:["lon","lat","text","name"]}),hovertemplate:n()},"calc","nested")},{"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plots/attributes":823,"../../plots/mapbox/layout_attributes":886,"../../plots/template_attributes":899,"../scatter/attributes":1191,"../scattergeo/attributes":1233}],1257:[function(t,e,r){"use 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n=t("../../lib"),i=t("../scatter/subtypes"),a=t("../scatter/marker_defaults"),o=t("../scatter/line_defaults"),s=t("../scatter/line_shape_defaults"),l=t("../scatter/text_defaults"),c=t("../scatter/fillcolor_defaults"),u=t("../scatter/constants").PTS_LINESONLY,f=t("./attributes");function h(t,e,r,n){var i,a=n("r"),o=n("theta");if(a)o?i=Math.min(a.length,o.length):(i=a.length,n("theta0"),n("dtheta"));else{if(!o)return 0;i=e.theta.length,n("r0"),n("dr")}return e._length=i,i}e.exports={handleRThetaDefaults:h,supplyDefaults:function(t,e,r,p){function d(r,i){return n.coerce(t,e,f,r,i)}var m=h(t,e,p,d);if(m){d("thetaunit"),d("mode",m<u?"lines+markers":"lines"),d("text"),d("hovertext"),"fills"!==e.hoveron&&d("hovertemplate"),i.hasLines(e)&&(o(t,e,r,p,d),s(t,e,d),d("connectgaps")),i.hasMarkers(e)&&a(t,e,r,p,d,{gradient:!0}),i.hasText(e)&&(d("texttemplate"),l(t,e,p,d));var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../mesh3d/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c={x:{valType:"data_array",editType:"calc+clearAxisTypes"},y:{valType:"data_array",editType:"calc+clearAxisTypes"},z:{valType:"data_array",editType:"calc+clearAxisTypes"},u:{valType:"data_array",editType:"calc"},v:{valType:"data_array",editType:"calc"},w:{valType:"data_array",editType:"calc"},starts:{x:{valType:"data_array",editType:"calc"},y:{valType:"data_array",editType:"calc"},z:{valType:"data_array",editType:"calc"},editType:"calc"},maxdisplayed:{valType:"integer",min:0,dflt:1e3,editType:"calc"},sizeref:{valType:"number",editType:"calc",min:0,dflt:1},text:{valType:"string",dflt:"",editType:"calc"},hovertext:{valType:"string",dflt:"",editType:"calc"},hovertemplate:a({editType:"calc"},{keys:["tubex","tubey","tubez","tubeu","tubev","tubew","norm","divergence"]}),uhoverformat:i("u",1),vhoverformat:i("v",1),whoverformat:i("w",1),xhoverformat:i("x"),yhoverformat:i("y"),zhoverformat:i("z"),showlegend:l({},s.showlegend,{dflt:!1})};l(c,n("",{colorAttr:"u/v/w 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r=t.data.data;r.color=e._hasColorscale?B(N[r.i]):F(N[r.i],r.id)})),w[0].hierarchy=D,w}},r._runCrossTraceCalc=function(t,e){var r=e._fullLayout,n=e.calcdata,i=r[t+"colorway"],a=r["_"+t+"colormap"];r["extend"+t+"colors"]&&(i=l(i,"icicle"===t?p:"treemap"===t?h:f));var o,s=0;function c(t){var e=t.data.data,r=e.id;!1===e.color&&(a[r]?e.color=a[r]:t.parent?t.parent.parent?e.color=t.parent.data.data.color:(a[r]=e.color=i[s%i.length],s++):e.color=o)}for(var u=0;u<n.length;u++){var d=n[u][0];d.trace.type===t&&d.hierarchy&&(o=d.trace.root.color,d.hierarchy.each(c))}},r.crossTraceCalc=function(t){return r._runCrossTraceCalc("sunburst",t)}},{"../../components/colorscale":651,"../../constants/numerical":752,"../../lib":776,"../pie/calc":1167,"d3-hierarchy":163,"fast-isnumeric":242}],1306:[function(t,e,r){"use 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n.castOption(e,a,"outsidetextfont."+t)||n.castOption(e,a,"textfont."+t)||i.size},r.isOutsideText=function(t,e){return!t._hasColorscale&&r.isHierarchyRoot(e)},r.determineTextFont=function(t,e,a,o){return r.isOutsideText(t,e)?function(t,e,n){return{color:r.getOutsideTextFontKey("color",t,e,n),family:r.getOutsideTextFontKey("family",t,e,n),size:r.getOutsideTextFontKey("size",t,e,n)}}(t,e,a):function(t,e,a,o){var s=(o||{}).onPathbar,l=e.data.data,c=l.i,u=n.castOption(t,c,(s?"pathbar.textfont":"insidetextfont")+".color");return!u&&t._input.textfont&&(u=n.castOption(t._input,c,"textfont.color")),{color:u||i.contrast(l.color),family:r.getInsideTextFontKey("family",t,e,a,o),size:r.getInsideTextFontKey("size",t,e,a,o)}}(t,e,a,o)},r.hasTransition=function(t){return!!(t&&t.duration>0)},r.getMaxDepth=function(t){return t.maxdepth>=0?t.maxdepth:1/0},r.isHeader=function(t,e){return!(r.isLeaf(t)||t.depth===e._maxDepth-1)},r.getParent=function(t,e){return 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D=null,R={};v&&_.each((function(t){R[b.getPtId(t)]={rpx0:t.rpx0,rpx1:t.rpx1,x0:t.x0,x1:t.x1,transform:t.transform},!D&&b.isEntry(t)&&(D=t)}));var F=function(t){return i.partition().size([2*Math.PI,t.height+1])(t)}(M).descendants(),B=M.height+1,N=0,j=S;T.hasMultipleRoots&&b.isHierarchyRoot(M)&&(F=F.slice(1),B-=1,N=1,j+=1),F=F.filter((function(t){return t.y1<=j}));var U=p(k.rotation);U&&F.forEach((function(t){t.x0+=U,t.x1+=U}));var V=Math.min(B,S),H=function(t){return(t-N)/V*I},q=function(t,e){return[t*Math.cos(e),-t*Math.sin(e)]},G=function(t){return s.pathAnnulus(t.rpx0,t.rpx1,t.x0,t.x1,O,z)},Y=function(t){return O+w(t)[0]*(t.transform.rCenter||0)+(t.transform.x||0)},W=function(t){return z+w(t)[1]*(t.transform.rCenter||0)+(t.transform.y||0)};(_=_.data(F,b.getPtId)).enter().append("g").classed("slice",!0),v?_.exit().transition().each((function(){var t=n.select(this);t.select("path.surface").transition().attrTween("d",(function(t){var e=function(t){var e,r=b.getPtId(t),n=R[r],i=R[b.getPtId(M)];if(i){var o=(t.x1>i.x1?2*Math.PI:0)+U;e=t.rpx1<i.rpx1?{x0:t.x0,x1:t.x1,rpx0:0,rpx1:0}:{x0:o,x1:o,rpx0:t.rpx0,rpx1:t.rpx1}}else{var s,l=b.getPtId(t.parent);_.each((function(t){if(b.getPtId(t)===l)return s=t}));var c,u=s.children;u.forEach((function(t,e){if(b.getPtId(t)===r)return c=e}));var f=u.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(c/f),x1:h((c+1)/f)}}return a(n,e)}(t);return function(t){return G(e(t))}})),t.select("g.slicetext").attr("opacity",0)})).remove():_.exit().remove(),_.order();var X=null;if(v&&D){var Z=b.getPtId(D);_.each((function(t){null===X&&b.getPtId(t)===Z&&(X=t.x1)}))}var J=_;function K(t){var e=t.parent,r=R[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}v&&(J=J.transition().each("end",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),J.each((function(i){var c=n.select(this),f=s.ensureSingle(c,"path","surface",(function(t){t.style("pointer-events","all")}));i.rpx0=H(i.y0),i.rpx1=H(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=q(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),v?f.transition().attrTween("d",(function(t){var e=function(t){var e,r=R[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(D)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+U;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,K(t));else e={rpx0:0,rpx1:0};else e={x0:U,x1:U};return a(e,n)}(t);return function(t){return G(e(t))}})):f.attr("d",G),c.call(y,M,t,e,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,k);var p=s.ensureSingle(c,"g","slicetext"),_=s.ensureSingle(p,"text","",(function(t){t.attr("data-notex",1)})),w=s.ensureUniformFontSize(t,b.determineTextFont(k,i,h.font));_.text(r.formatSliceLabel(i,M,k,e,h)).classed("slicetext",!0).attr("text-anchor","middle").call(o.font,w).call(l.convertToTspans,t);var A=o.bBox(_.node());i.transform=m(A,i,T),i.transform.targetX=Y(i),i.transform.targetY=W(i);var S=function(t,e){var r=t.transform;return d(r,e),r.fontSize=w.size,u(k.type,r,h),s.getTextTransform(r)};v?_.transition().attrTween("transform",(function(t){var e=function(t){var e,r=R[b.getPtId(t)],n=t.transform;if(r)e=r;else 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a,o,s=t._fullLayout,l=s._sunburstlayer,c=!r,u=!s.uniformtext.mode&&b.hasTransition(r);(f("sunburst",s),(a=l.selectAll("g.trace.sunburst").data(e,(function(t){return t[0].trace.uid}))).enter().append("g").classed("trace",!0).classed("sunburst",!0).attr("stroke-linejoin","round"),a.order(),u)?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each("end",(function(){o&&o()})).each("interrupt",(function(){o&&o()})).each((function(){l.selectAll("g.trace").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&v(t,s._sunburstlayer.selectAll(".trace"),"sunburst"));c&&a.exit().remove()},r.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&"none"!==o))return"";var l=i.separators,c=n[0],u=t.data.data,f=c.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var m,g=o.split("+"),v=function(t){return-1!==g.indexOf(t)},y=[];if(v("label")&&u.label&&y.push(u.label),u.hasOwnProperty("v")&&v("value")&&y.push(b.formatValue(u.v,l)),!h){v("current path")&&y.push(b.getPath(t.data));var x=0;v("percent parent")&&x++,v("percent entry")&&x++,v("percent root")&&x++;var _=x>1;if(x){var w,T=function(t){m=b.formatPercent(w,l),_&&(m+=" of "+t),y.push(m)};v("percent parent")&&!h&&(w=d/b.getValue(p),T("parent")),v("percent entry")&&(w=d/b.getValue(e),T("entry")),v("percent root")&&(w=d/b.getValue(f),T("root"))}}return v("text")&&(m=s.castOption(r,u.i,"text"),s.isValidTextValue(m)&&y.push(m)),y.join("<br>")}var k=s.castOption(r,u.i,"texttemplate");if(!k)return"";var A={};u.label&&(A.label=u.label),u.hasOwnProperty("v")&&(A.value=u.v,A.valueLabel=b.formatValue(u.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),u.hasOwnProperty("color")&&(A.color=u.color);var M=s.castOption(r,u.i,"text");return(s.isValidTextValue(M)||""===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,"customdata"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},{"../../components/drawing":661,"../../lib":776,"../../lib/svg_text_utils":802,"../bar/style":928,"../bar/uniform_text":930,"../pie/helpers":1170,"../pie/plot":1174,"./constants":1306,"./fx":1308,"./helpers":1309,"./style":1314,"@plotly/d3":58,"d3-hierarchy":163,"d3-interpolate":164}],1314:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../components/color"),a=t("../../lib"),o=t("../bar/uniform_text").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,"marker.line.color")||i.defaultLine,c=a.castOption(r,s,"marker.line.width")||0;t.style("stroke-width",c).call(i.fill,n.color).call(i.stroke,l).style("opacity",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(".trace");o(t,e,"sunburst"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style("opacity",r.opacity),e.selectAll("path.surface").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{"../../components/color":639,"../../lib":776,"../bar/uniform_text":930,"@plotly/d3":58}],1315:[function(t,e,r){"use strict";var n=t("../../components/color"),i=t("../../components/colorscale/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../plots/template_attributes").hovertemplateAttrs,s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c=t("../../plot_api/edit_types").overrideAll;function u(t){return{show:{valType:"boolean",dflt:!1},start:{valType:"number",dflt:null,editType:"plot"},end:{valType:"number",dflt:null,editType:"plot"},size:{valType:"number",dflt:null,min:0,editType:"plot"},project:{x:{valType:"boolean",dflt:!1},y:{valType:"boolean",dflt:!1},z:{valType:"boolean",dflt:!1}},color:{valType:"color",dflt:n.defaultLine},usecolormap:{valType:"boolean",dflt:!1},width:{valType:"number",min:1,max:16,dflt:2},highlight:{valType:"boolean",dflt:!0},highlightcolor:{valType:"color",dflt:n.defaultLine},highlightwidth:{valType:"number",min:1,max:16,dflt:2}}}var f=e.exports=c(l({z:{valType:"data_array"},x:{valType:"data_array"},y:{valType:"data_array"},text:{valType:"string",dflt:"",arrayOk:!0},hovertext:{valType:"string",dflt:"",arrayOk:!0},hovertemplate:o(),xhoverformat:a("x"),yhoverformat:a("y"),zhoverformat:a("z"),connectgaps:{valType:"boolean",dflt:!1,editType:"calc"},surfacecolor:{valType:"data_array"}},i("",{colorAttr:"z or 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0},{"../../components/color":639,"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plots/attributes":823,"../../plots/cartesian/axis_format_attributes":830,"../../plots/template_attributes":899}],1316:[function(t,e,r){"use strict";var n=t("../../components/colorscale/calc");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:"",cLetter:"c"}):n(t,e,{vals:e.z,containerStr:"",cLetter:"c"})}},{"../../components/colorscale/calc":647}],1317:[function(t,e,r){"use strict";var n=t("gl-surface3d"),i=t("ndarray"),a=t("ndarray-linear-interpolate").d2,o=t("../heatmap/interp2d"),s=t("../heatmap/find_empties"),l=t("../../lib").isArrayOrTypedArray,c=t("../../lib/gl_format_color").parseColorScale,u=t("../../lib/str2rgbarray"),f=t("../../components/colorscale").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||"",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function g(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(m(t,n))}return e}function v(t){for(var e=g(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=g(t),n=g(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),m=l.dataScale,g=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<g;r++)x[e][r]=[];for(r=0;r<g;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<g;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=m[e];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v])];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(g*v),[g,v]);for(r=0;r<g;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=m[2],w.intensityBounds[1]*=m[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var A=[!0,!0,!0],M=["x","y","z"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,"lighting"in t&&(p.ambientLight=t.lighting.ambient,p.diffuseLight=t.lighting.diffuse,p.specularLight=t.lighting.specular,p.roughness=t.lighting.roughness,p.fresnel=t.lighting.fresnel),"lightposition"in t&&(p.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z])},p.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{"../../components/colorscale":651,"../../lib":776,"../../lib/gl_format_color":772,"../../lib/str2rgbarray":801,"../heatmap/find_empties":1064,"../heatmap/interp2d":1067,"gl-surface3d":336,ndarray:462,"ndarray-linear-interpolate":456}],1318:[function(t,e,r){"use strict";var n=t("../../registry"),i=t("../../lib"),a=t("../../components/colorscale/defaults"),o=t("./attributes");function s(t,e,r,n){var i=n("opacityscale");"max"===i?e.opacityscale=[[0,.1],[1,1]]:"min"===i?e.opacityscale=[[0,1],[1,.1]]:"extremes"===i?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var i=n/31,a=e+(1-e)*(1-Math.pow(Math.sin(t*i*Math.PI),2));r.push([i,Math.max(0,Math.min(1,a))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(i)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,f;function h(r,n){return i.coerce(t,e,o,r,n)}var p=h("x"),d=h("y"),m=h("z");if(!m||!m.length||p&&p.length<1||d&&d.length<1)e.visible=!1;else{e._xlength=Array.isArray(p)&&i.isArrayOrTypedArray(p[0])?m.length:m[0].length,e._ylength=m.length,n.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y","z"],c),h("text"),h("hovertext"),h("hovertemplate"),h("xhoverformat"),h("yhoverformat"),h("zhoverformat"),["lighting.ambient","lighting.diffuse","lighting.specular","lighting.roughness","lighting.fresnel","lightposition.x","lightposition.y","lightposition.z","hidesurface","connectgaps","opacity"].forEach((function(t){h(t)}));var g=h("surfacecolor"),v=["x","y","z"];for(u=0;u<3;++u){var y="contours."+v[u],x=h(y+".show"),b=h(y+".highlight");if(x||b)for(f=0;f<3;++f)h(y+".project."+v[f]);x&&(h(y+".color"),h(y+".width"),h(y+".usecolormap")),b&&(h(y+".highlightcolor"),h(y+".highlightwidth")),h(y+".start"),h(y+".end"),h(y+".size")}g||(l(t,"zmin","cmin"),l(t,"zmax","cmax"),l(t,"zauto","cauto")),a(t,e,c,h,{prefix:"",cLetter:"c"}),s(t,e,c,h),e._length=null}},opacityscaleDefaults:s}},{"../../components/colorscale/defaults":649,"../../lib":776,"../../registry":904,"./attributes":1315}],1319:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults").supplyDefaults,colorbar:{min:"cmin",max:"cmax"},calc:t("./calc"),plot:t("./convert"),moduleType:"trace",name:"surface",basePlotModule:t("../../plots/gl3d"),categories:["gl3d","2dMap","showLegend"],meta:{}}},{"../../plots/gl3d":869,"./attributes":1315,"./calc":1316,"./convert":1317,"./defaults":1318}],1320:[function(t,e,r){"use strict";var n=t("../../components/annotations/attributes"),i=t("../../lib/extend").extendFlat,a=t("../../plot_api/edit_types").overrideAll,o=t("../../plots/font_attributes"),s=t("../../plots/domain").attributes,l=t("../../plots/cartesian/axis_format_attributes").descriptionOnlyNumbers;(e.exports=a({domain:s({name:"table",trace:!0}),columnwidth:{valType:"number",arrayOk:!0,dflt:null},columnorder:{valType:"data_array"},header:{values:{valType:"data_array",dflt:[]},format:{valType:"data_array",dflt:[],description:l("cell value")},prefix:{valType:"string",arrayOk:!0,dflt:null},suffix:{valType:"string",arrayOk:!0,dflt:null},height:{valType:"number",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:"number",arrayOk:!0,dflt:1},color:{valType:"color",arrayOk:!0,dflt:"grey"}},fill:{color:{valType:"color",arrayOk:!0,dflt:"white"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:"data_array",dflt:[]},format:{valType:"data_array",dflt:[],description:l("cell value")},prefix:{valType:"string",arrayOk:!0,dflt:null},suffix:{valType:"string",arrayOk:!0,dflt:null},height:{valType:"number",dflt:20},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:"number",arrayOk:!0,dflt:1},color:{valType:"color",arrayOk:!0,dflt:"grey"}},fill:{color:{valType:"color",arrayOk:!0,dflt:"white"}},font:i({},o({arrayOk:!0}))}},"calc","from-root")).transforms=void 0},{"../../components/annotations/attributes":622,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plots/cartesian/axis_format_attributes":830,"../../plots/domain":855,"../../plots/font_attributes":856}],1321:[function(t,e,r){"use strict";var n=t("../../plots/get_data").getModuleCalcData,i=t("./plot");r.name="table",r.plot=function(t){var e=n(t.calcdata,"table")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has("table"),a=e._has&&e._has("table");i&&!a&&n._paperdiv.selectAll(".table").remove()}},{"../../plots/get_data":864,"./plot":1328}],1322:[function(t,e,r){"use strict";var n=t("../../lib/gup").wrap;e.exports=function(){return n({})}},{"../../lib/gup":773}],1323:[function(t,e,r){"use strict";e.exports={cellPad:8,columnExtentOffset:10,columnTitleOffset:28,emptyHeaderHeight:16,latexCheck:/^\$.*\$$/,goldenRatio:1.618,lineBreaker:"<br>",maxDimensionCount:60,overdrag:45,releaseTransitionDuration:120,releaseTransitionEase:"cubic-out",scrollbarCaptureWidth:18,scrollbarHideDelay:1e3,scrollbarHideDuration:1e3,scrollbarOffset:5,scrollbarWidth:8,transitionDuration:100,transitionEase:"cubic-out",uplift:5,wrapSpacer:" ",wrapSplitCharacter:" ",cn:{table:"table",tableControlView:"table-control-view",scrollBackground:"scroll-background",yColumn:"y-column",columnBlock:"column-block",scrollAreaClip:"scroll-area-clip",scrollAreaClipRect:"scroll-area-clip-rect",columnBoundary:"column-boundary",columnBoundaryClippath:"column-boundary-clippath",columnBoundaryRect:"column-boundary-rect",columnCells:"column-cells",columnCell:"column-cell",cellRect:"cell-rect",cellText:"cell-text",cellTextHolder:"cell-text-holder",scrollbarKit:"scrollbar-kit",scrollbar:"scrollbar",scrollbarSlider:"scrollbar-slider",scrollbarGlyph:"scrollbar-glyph",scrollbarCaptureZone:"scrollbar-capture-zone"}}},{}],1324:[function(t,e,r){"use strict";var n=t("./constants"),i=t("../../lib/extend").extendFlat,a=t("fast-isnumeric");function o(t){if(Array.isArray(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,o(t[r]));return e}return t}function s(t,e){return t+e}function l(t){var e,r=t.slice(),n=1/0,i=0;for(e=0;e<r.length;e++)Array.isArray(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),i=Math.max(i,r[e].length);if(n!==i)for(e=0;e<r.length;e++){var a=i-r[e].length;a&&(r[e]=r[e].concat(c(a)))}return r}function c(t){for(var e=new Array(t),r=0;r<t;r++)e[r]="";return e}function u(t){return t.calcdata.columns.reduce((function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e}),0)}function f(t,e){return Object.keys(t).map((function(r){return i({},t[r],{auxiliaryBlocks:e})}))}function h(t,e){for(var r,n={},i=0,a=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,c=0;c<t.length;c++)r=t[c],o.rows.push({rowIndex:c,rowHeight:r}),((a+=r)>=e||c===t.length-1)&&(n[i]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=c,o={firstRowIndex:null,lastRowIndex:null,rows:[]},i+=a,s=c+1,a=0);return n}e.exports=function(t,e){var r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[""],d=l(d));var 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:v,maxLineWidth:L,height:y,columnOrder:M,groupHeight:y,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:m}),gdColumns:m.map((function(t){return t[0]})),gdColumnsOriginalOrder:m.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:m.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+"__"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=u(t)})),C}},{"../../lib/extend":766,"./constants":1323,"fast-isnumeric":242}],1325:[function(t,e,r){"use strict";var n=t("../../lib/extend").extendFlat;r.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:"header",type:"header",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:"cells1",type:"cells",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:"cells2",type:"cells",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},r.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0,n=e?r+e.rows.length:0;return[r,n]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+("string"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e("columnorder",o)}(e,s),s("cells.values"),s("cells.format"),s("cells.align"),s("cells.prefix"),s("cells.suffix"),s("cells.height"),s("cells.line.width"),s("cells.line.color"),s("cells.fill.color"),n.coerceFont(s,"cells.font",n.extendFlat({},o.font)),e._length=null}},{"../../lib":776,"../../plots/domain":855,"./attributes":1320}],1327:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults"),calc:t("./calc"),plot:t("./plot"),moduleType:"trace",name:"table",basePlotModule:t("./base_plot"),categories:["noOpacity"],meta:{}}},{"./attributes":1320,"./base_plot":1321,"./calc":1322,"./defaults":1326,"./plot":1328}],1328:[function(t,e,r){"use strict";var n=t("./constants"),i=t("@plotly/d3"),a=t("../../lib").numberFormat,o=t("../../lib/gup"),s=t("../../components/drawing"),l=t("../../lib/svg_text_utils"),c=t("../../lib").raiseToTop,u=t("../../lib").strTranslate,f=t("../../lib").cancelTransition,h=t("./data_preparation_helper"),p=t("./data_split_helpers"),d=t("../../components/color");function m(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return"clip"+t._fullLayout._uid+"_scrollAreaBottomClip_"+e.key}function v(t,e){return"clip"+t._fullLayout._uid+"_columnBoundaryClippath_"+e.calcdata.key+"_"+e.specIndex}function y(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll("."+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append("g").classed(n.cn.scrollbarKit,!0).style("shape-rendering","geometricPrecision"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return D(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr("transform",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return u(e,S(t))}));var s=a.selectAll("."+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append("g").classed(n.cn.scrollbar,!0);var l=s.selectAll("."+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append("g").classed(n.cn.scrollbarSlider,!0),l.attr("transform",(function(t){return u(0,t.scrollbarState.topY||0)}));var c=l.selectAll("."+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);c.enter().append("line").classed(n.cn.scrollbarGlyph,!0).attr("stroke","black").attr("stroke-width",n.scrollbarWidth).attr("stroke-linecap","round").attr("y1",n.scrollbarWidth/2),c.attr("y2",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr("stroke-opacity",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),c.transition().delay(0).duration(0),c.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr("stroke-opacity",0);var f=s.selectAll("."+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append("line").classed(n.cn.scrollbarCaptureZone,!0).attr("stroke","white").attr("stroke-opacity",.01).attr("stroke-width",n.scrollbarCaptureWidth).attr("stroke-linecap","butt").attr("y1",0).on("mousedown",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on("drag",L(e,t)).on("dragend",(function(){}))),f.attr("y2",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(c.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll("."+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append("g").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll("."+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append("g").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each((function(t,e){var 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+    </style>
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+<div class="container-fluid main-container">
+
+
+
+
+<div id="header">
+
+
+
+<h1 class="title toc-ignore">Individual Methods Analysis</h1>
+<h4 class="author">Lauren Marazzi</h4>
+<h4 class="date">10/25/2022</h4>
+
+</div>
+
+
+<div id="step1-compute-auroc-and-acc-row-sums-and-median-values-under-different-weights" class="section level1">
+<h1>Step1: Compute AUROC and ACC Row Sums and Median values under different weights</h1>
+<p>We identify the top methods for network structure prediction by computing the area under the receiver operating characteristic (AUROC) and accuracy (ACC) row sum and median values for each of the 28 networks. We weight these variables at 5 different ranges:</p>
+<ul>
+<li>{Weight<sub>AUC=1</sub>,Weight<sub>AUC=0</sub>}</li>
+<li>{Weight<sub>AUC=0</sub>,Weight<sub>AUC=1</sub>}</li>
+<li>{Weight<sub>AUC=0.5</sub>,Weight<sub>AUC=0.5</sub>}</li>
+<li>{Weight<sub>AUC=0.3</sub>,Weight<sub>AUC=0.7</sub>}</li>
+<li>{Weight<sub>AUC=0.7</sub>,Weight<sub>AUC=0.3</sub>}</li>
+</ul>
+<pre class="r"><code>for (sim in (1:28)){
+  AUC&lt;-read.csv(paste0(&quot;sim&quot;,sim,&quot;/Combined_Data_onlyAUC.csv&quot;),row.names = 1)
+  ACC&lt;-read.csv(paste0(&quot;sim&quot;,sim,&quot;/Combined_Data_onlyACC.csv&quot;),row.names = 1)
+
+  #calculate AUC only sums and medians
+  AUC_sum&lt;-cbind(AUC$Method_name,rowSums(AUC[,-1])) %&gt;% as.data.frame()
+  colnames(AUC_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  AUC_sum$Sum_of_avg_across_patients&lt;-as.numeric(AUC_sum$Sum_of_avg_across_patients)
+
+  AUC_median&lt;-cbind(AUC$Method_name,apply(AUC[-1], 1, median)) %&gt;% as.data.frame()
+  colnames(AUC_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(AUC_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_onlyAUC.csv&#39;),quote=F)
+  write.csv(AUC_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_onlyAUC.csv&#39;),quote=F)
+
+  #calculate ACC only sums and medians
+  ACC_sum&lt;-cbind(ACC$Method_name,rowSums(ACC[,-1])) %&gt;% as.data.frame()
+  colnames(ACC_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  ACC_sum$Sum_of_avg_across_patients&lt;-as.numeric(ACC_sum$Sum_of_avg_across_patients)
+
+
+  ACC_median&lt;-cbind(ACC$Method_name,apply(ACC[-1], 1, median)) %&gt;% as.data.frame()
+  colnames(ACC_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(ACC_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_onlyACC.csv&#39;),quote=F)
+  write.csv(ACC_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_onlyACC.csv&#39;),quote=F)
+
+  #  calculate equal weights sums and medians
+  AUC_half&lt;-cbind(sapply(AUC[,-1],&quot;*&quot;,0.5))
+  ACC_half&lt;-cbind(sapply(ACC[,-1],&quot;*&quot;,0.5))
+  equal&lt;-cbind( AUC_half + ACC_half)
+
+
+  equal_sum&lt;-cbind(AUC$Method_name,rowSums(equal)) %&gt;% as.data.frame()
+  colnames(equal_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  equal_sum$Sum_of_avg_across_patients&lt;-as.numeric(equal_sum$Sum_of_avg_across_patients)
+
+  equal_median&lt;-cbind(AUC$Method_name,apply(equal, 1, median)) %&gt;% as.data.frame()
+  colnames(equal_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+
+  write.csv(equal,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_equal.csv&#39;),quote=F)
+  write.csv(equal_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_equal.csv&#39;),quote=F)
+  write.csv(equal_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_equal.csv&#39;),quote=F)
+
+
+  #calculate 0.3 AUROC and 0.7 ACC weights sums and medians
+  AUC_low&lt;-cbind(sapply(AUC[,-1],&quot;*&quot;,0.3))
+  ACC_high&lt;-cbind(sapply(ACC[,-1],&quot;*&quot;,0.7))
+  three_seven&lt;-cbind( AUC_low + ACC_high)
+
+
+  three_seven_sum&lt;-cbind(AUC$Method_name,rowSums(three_seven)) %&gt;% as.data.frame()
+  colnames(three_seven_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  three_seven_sum$Sum_of_avg_across_patients&lt;-as.numeric(three_seven_sum$Sum_of_avg_across_patients)
+
+  three_seven_median&lt;-cbind(AUC$Method_name,apply(three_seven, 1, median)) %&gt;% as.data.frame()
+  colnames(three_seven_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(three_seven,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_37.csv&#39;),quote=F)
+  write.csv(three_seven_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_37.csv&#39;),quote=F)
+  write.csv(three_seven_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_37.csv&#39;),quote=F)
+
+  #calculate 0.7 AUROC and 0.3 ACC weights sums and medianssums and medians}
+  AUC_high&lt;-cbind(sapply(AUC[,-1],&quot;*&quot;,0.7))
+  ACC_low&lt;-cbind(sapply(ACC[,-1],&quot;*&quot;,0.3))
+  seven_three&lt;-cbind( AUC_low + ACC_high)
+
+  seven_three_sum&lt;-cbind(AUC$Method_name,rowSums(seven_three)) %&gt;% as.data.frame()
+  colnames(seven_three_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  seven_three_sum$Sum_of_avg_across_patients&lt;-as.numeric(seven_three_sum$Sum_of_avg_across_patients)
+
+
+  seven_three_median&lt;-cbind(AUC$Method_name,apply(seven_three, 1, median)) %&gt;% as.data.frame()
+  colnames(seven_three_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(seven_three,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_73.csv&#39;),quote=F)
+  write.csv(seven_three_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_73.csv&#39;),quote=F)
+  write.csv(seven_three_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_73.csv&#39;),quote=F)
+}</code></pre>
+</div>
+<div id="step2-compute-average-row-sums-and-median-values-under-different-weights" class="section level1">
+<h1>Step2: Compute Average Row Sums and Median values under different weights</h1>
+<p>Next, we compute the average Row Sums and Median values under the 5 AUROC and ACC weights.</p>
+<pre class="r"><code>patterns&lt;-c(&quot;Combined_data_sums_onlyAUC&quot;,&quot;Combined_data_sums_onlyACC&quot;,&quot;Combined_data_sums_equal&quot;,&quot;Combined_data_sums_37&quot;,&quot;Combined_data_sums_73&quot;)
+
+dir.create(&quot;averages&quot;)
+
+for (pattern in patterns){
+  count_files &lt;- list.files(recursive=TRUE,pattern=paste0(&quot;^&quot;,pattern,&quot;.csv&quot;),full.names=TRUE)
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f &lt;- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 &lt;- f
+    }else
+    {
+     d1$Sum_of_avg_across_patients&lt;-d1$Sum_of_avg_across_patients+f$Sum_of_avg_across_patients
+    }
+  }
+    d1$Sum_of_avg_across_patients&lt;-d1$Sum_of_avg_across_patients/28
+    d1$Sum_of_avg_across_patients&lt;-d1$Sum_of_avg_across_patients/50
+    d1&lt;- d1 %&gt;% arrange(desc(Sum_of_avg_across_patients))
+    write.csv(d1,paste0(&quot;averages/Average_&quot;,pattern,&quot;.csv&quot;),quote=F)
+}</code></pre>
+<pre class="r"><code>patterns&lt;-c(&quot;Combined_data_median_onlyAUC&quot;,&quot;Combined_data_median_onlyACC&quot;,&quot;Combined_data_median_equal&quot;,&quot;Combined_data_median_37&quot;,&quot;Combined_data_median_73&quot;)
+
+for (pattern in patterns){
+  count_files &lt;- list.files(recursive=TRUE,pattern=paste0(&quot;^&quot;,pattern,&quot;.csv&quot;),full.names=TRUE)
+  count_files&lt;-count_files[!grepl(&quot;all&quot;, count_files)]
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f &lt;- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 &lt;- f
+    }else
+    {
+     d1$Median_across_patients&lt;-d1$Median_across_patients+f$Median_across_patients
+    }
+  }
+    d1$Median_across_patients&lt;-d1$Median_across_patients/28
+    d1&lt;- d1 %&gt;% arrange(desc(Median_across_patients))
+    write.csv(d1,paste0(&quot;averages/Average_Median_&quot;,pattern,&quot;.csv&quot;),quote=F)
+}
+rm(list = ls())</code></pre>
+</div>
+<div id="step3-generate-heatmaps-of-average-row-sums-and-median-values-under-different-weights" class="section level1">
+<h1>Step3: Generate heatmaps of Average Row Sums and Median values under different weights</h1>
+<p>To identify the top performing network methods across all 28 networks and under different weights of the AUROC and ACC, we generate a heatmap with hierarchical clustering</p>
+<pre class="r"><code>pal&lt;-rev(c(&quot;#FF0000&quot;,&quot;#0b5394&quot;,&quot;#38761d&quot;,&quot;#ffe700&quot;,&quot;#FFFFFF&quot;))
+count_files &lt;- list.files(path=&quot;averages&quot;,recursive=TRUE,pattern=paste0(&quot;Average_Combined&quot;),full.names=TRUE)
+
+d1&lt;-data.frame()
+for (i in count_files){
+  f&lt;-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1&lt;-f
+  }
+  else{
+    d1&lt;- merge(d1, f, by.x = &quot;Method_name&quot;, by.y = &quot;Method_name&quot;)
+  }
+
+  }
+
+
+rownames(d1)&lt;-d1$Method_name
+colnames(d1)&lt;-c(&quot;Method_name&quot;,&quot;AUC=0.3,ACC=0.7&quot;,&quot;AUC=0.7,ACC=0.3&quot;,&quot;AUC=0.5,ACC=0.5&quot;,&quot;AUC=0,ACC=1&quot;,&quot;AUC=1,ACC=0&quot;)
+d1&lt;- d1 %&gt;% select(-Method_name)
+
+
+rowsums_top10&lt;-rownames(d1 %&gt;% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:10]
+rowsums_top4&lt;-rownames(d1 %&gt;% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:4]
+
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c(&quot;Weight&lt;sub&gt;AUC=0.3&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.7&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.7&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.3&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.5&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.5&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0&lt;/sub&gt;,Weight&lt;sub&gt;ACC=1&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=1&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0&lt;/sub&gt;&quot;),main=&quot;Average Row Sums Value across 28 Networks&quot;,file = &quot;heatmap_rowsums.pdf&quot;,width=800,height=1000,margins = c(40, 50)) %&gt;%
+layout(height = 900)</code></pre>
+<div id="htmlwidget-1728f0ffb4b365e4ec15" style="width:672px;height:480px;" class="plotly html-widget"></div>
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+<p><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br></p>
+<pre class="r"><code>patterns&lt;-c(&quot;Combined_data_median_onlyAUC&quot;,&quot;Combined_data_median_onlyACC&quot;,&quot;Combined_data_median_equal&quot;,&quot;Combined_data_median_37&quot;,&quot;Combined_data_median_73&quot;)
+
+count_files &lt;- list.files(path=&quot;averages&quot;,recursive=TRUE,pattern=paste0(&quot;Average_Median&quot;),full.names=TRUE)
+
+d1&lt;-data.frame()
+for (i in count_files){
+  f&lt;-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1&lt;-f
+  }
+  else{
+    d1&lt;- merge(d1, f, by.x = &quot;Method_name&quot;, by.y = &quot;Method_name&quot;)
+  }
+
+  }
+
+
+rownames(d1)&lt;-d1$Method_name
+colnames(d1)&lt;-c(&quot;Method_name&quot;,&quot;AUC=0.3,ACC=0.7&quot;,&quot;AUC=0.7,ACC=0.3&quot;,&quot;AUC=0.5,ACC=0.5&quot;,&quot;AUC=0,ACC=1&quot;,&quot;AUC=1,ACC=0&quot;)
+d1&lt;- d1 %&gt;% select(-Method_name)
+
+medians_top10&lt;-rownames(d1 %&gt;% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:10]
+medians_top4&lt;-rownames(d1 %&gt;% arrange(desc(`AUC=0.5,ACC=0.5`)))[1:4]
+
+heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c(&quot;Weight&lt;sub&gt;AUC=0.3&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.7&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.7&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.3&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.5&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.5&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0&lt;/sub&gt;,Weight&lt;sub&gt;ACC=1&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=1&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0&lt;/sub&gt;&quot;),main=&quot;Average Median Value across 28 Networks&quot;,file = &quot;heatmap_medians.pdf&quot;,width=800,height=1000,margins = c(40, 50))  %&gt;%
+  layout(height = 900)</code></pre>
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+<p><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br></p>
+<p>These heatmaps show that the top methods across all networks with all weights of AUROC and ACC are BCohF, BCorrU, PCohF, and Tigress</p>
+</div>
+<div id="step4-generate-line-plots-of-average-row-sums-and-median-auroc-and-acc-values-under-different-weights" class="section level1">
+<h1>Step4: Generate line plots of Average Row Sums and Median AUROC and ACC values under different weights</h1>
+<p>We can plot how the individual top methods perform in all 28 networks individually using line plots under different weights of AUROC and ACC</p>
+<pre class="r"><code>create_rowsum_lineplot&lt;-function(pattern){
+  count_files &lt;- list.files(recursive=T,pattern=paste0(&quot;^&quot;,pattern),full.names=TRUE)
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    f &lt;- read.csv(i,row.names = 1) %&gt;% filter(Method_name %in% rowsums_top4)
+    f&lt;- cbind(f,c(rep(unlist(strsplit(i,&#39;/&#39;))[2],nrow(f))))
+    colnames(f)[3]&lt;-c(&#39;time_series&#39;)
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 &lt;- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 &lt;- rbind(d1,f)
+    }
+  }
+
+  d1$time_series&lt;-gsub(&quot;sim&quot;,&quot;&quot;,d1$time_series)
+  d1$time_series&lt;-str_pad(d1$time_series, 2, pad = &quot;0&quot;)
+  colnames(d1)&lt;-c(&quot;Method&quot;,&quot;Row Sum&quot;,&quot;Network&quot;)
+  d1$`Row Sum`&lt;-d1$`Row Sum`/50
+
+  return(d1)
+}</code></pre>
+<div id="htmlwidget-a20d45330c38ee793374" style="width:672px;height:480px;" class="plotly html-widget"></div>
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+<pre class="r"><code>create_median_lineplot&lt;-function(pattern){
+  count_files &lt;- list.files(recursive=T,pattern=paste0(&quot;^&quot;,pattern),full.names=TRUE)
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    f &lt;- read.csv(i,row.names = 1) %&gt;% filter(Method_name %in% rowsums_top4)
+    f&lt;- cbind(f,c(rep(unlist(strsplit(i,&#39;/&#39;))[2],nrow(f))))
+    colnames(f)[3]&lt;-c(&#39;time_series&#39;)
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 &lt;- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 &lt;- rbind(d1,f)
+    }
+  }
+
+  d1$time_series&lt;-gsub(&quot;sim&quot;,&quot;&quot;,d1$time_series)
+  d1$time_series&lt;-str_pad(d1$time_series, 2, pad = &quot;0&quot;)
+  colnames(d1)&lt;-c(&quot;Method&quot;,&quot;Median&quot;,&quot;Network&quot;)
+
+  return(d1)
+}</code></pre>
+<div id="htmlwidget-b36d6e9002748d24bd61" style="width:672px;height:480px;" class="plotly html-widget"></div>
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+<div id="we-can-plot-how-the-top-4-methods-perform-against-the-other-top-6-methods-in-all-28-networks-individually-using-line-plots-under-different-weights-of-auroc-and-acc." class="section level2">
+<h2>We can plot how the top 4 methods perform against the other top 6 methods in all 28 networks individually using line plots under different weights of AUROC and ACC.</h2>
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BCorrU"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,186,218,1)","dash":"solid"},"hoveron":"points","name":"BCorrU","legendgroup":"BCorrU","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.781066433566433,0.793365079365079,0.82829409587889,0.936,0.877188811188811,1,0.832,0.924,0.89,0.775384615384615,0.773811188811189,0.768,0.84,0.854,0.852935064935065,0.807041958041958,0.846,0.856,0.91,0.84,0.836,0.852,0.784,0.774,0.758,0.776,0.824],"text":["Network: 01<br />Median: 0.8400000<br />Method: COH1<br />Method: COH1","Network: 02<br />Median: 0.7810664<br />Method: COH1<br />Method: COH1","Network: 03<br />Median: 0.7933651<br />Method: COH1<br />Method: COH1","Network: 04<br />Median: 0.8282941<br />Method: COH1<br />Method: COH1","Network: 05<br />Median: 0.9360000<br />Method: COH1<br />Method: COH1","Network: 06<br />Median: 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COH1","Network: 20<br />Median: 0.9100000<br />Method: COH1<br />Method: COH1","Network: 21<br />Median: 0.8400000<br />Method: COH1<br />Method: COH1","Network: 22<br />Median: 0.8360000<br />Method: COH1<br />Method: COH1","Network: 23<br />Median: 0.8520000<br />Method: COH1<br />Method: COH1","Network: 24<br />Median: 0.7840000<br />Method: COH1<br />Method: COH1","Network: 25<br />Median: 0.7740000<br />Method: COH1<br />Method: COH1","Network: 26<br />Median: 0.7580000<br />Method: COH1<br />Method: COH1","Network: 27<br />Median: 0.7760000<br />Method: COH1<br />Method: COH1","Network: 28<br />Median: 0.8240000<br />Method: COH1<br />Method: COH1"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"COH1","legendgroup":"COH1","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.83625,0.898360572012257,0.91478421900161,0.961489133950356,0.846,0.909622063329929,0.8445,0.816,0.834,0.8385,0.866922369765066,0.892844739530133,0.810841718266254,0.837,0.8145,0.733476190476191,0.903723186925434,0.8355,0.83325,0.84,0.83625,0.85125,0.8045,0.778,0.81175,0.8115,0.816,0.8105],"text":["Network: 01<br />Median: 0.8362500<br />Method: Genie<br />Method: Genie","Network: 02<br />Median: 0.8983606<br />Method: Genie<br />Method: Genie","Network: 03<br />Median: 0.9147842<br />Method: Genie<br />Method: Genie","Network: 04<br />Median: 0.9614891<br />Method: Genie<br />Method: Genie","Network: 05<br />Median: 0.8460000<br />Method: Genie<br />Method: Genie","Network: 06<br />Median: 0.9096221<br />Method: Genie<br />Method: Genie","Network: 07<br />Median: 0.8445000<br />Method: Genie<br />Method: Genie","Network: 08<br />Median: 0.8160000<br />Method: Genie<br />Method: Genie","Network: 09<br />Median: 0.8340000<br />Method: Genie<br />Method: Genie","Network: 10<br />Median: 0.8385000<br />Method: Genie<br />Method: Genie","Network: 11<br />Median: 0.8669224<br />Method: Genie<br />Method: Genie","Network: 12<br />Median: 0.8928447<br />Method: Genie<br />Method: Genie","Network: 13<br />Median: 0.8108417<br />Method: Genie<br />Method: Genie","Network: 14<br />Median: 0.8370000<br />Method: Genie<br />Method: Genie","Network: 15<br />Median: 0.8145000<br />Method: Genie<br />Method: Genie","Network: 16<br />Median: 0.7334762<br />Method: Genie<br />Method: Genie","Network: 17<br />Median: 0.9037232<br />Method: Genie<br />Method: Genie","Network: 18<br />Median: 0.8355000<br />Method: Genie<br />Method: Genie","Network: 19<br 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Genie"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"Genie","legendgroup":"Genie","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.768,0.760363636363636,0.798730158730159,0,0.928,0.857944055944056,1,0.816,0.93,0.84,0.744083916083916,0.76665034965035,0.764,0.82,0.918,0.787922077922078,0.799524475524475,0.808,0.93,0.932,0.76,0.836,0.92,0.91,0.77,0.748,0.76,0.776],"text":["Network: 01<br />Median: 0.7680000<br />Method: pCOH1<br />Method: pCOH1","Network: 02<br />Median: 0.7603636<br />Method: pCOH1<br />Method: pCOH1","Network: 03<br />Median: 0.7987302<br />Method: pCOH1<br />Method: pCOH1","Network: 04<br />Median: 0.0000000<br />Method: pCOH1<br />Method: pCOH1","Network: 05<br />Median: 0.9280000<br />Method: pCOH1<br />Method: pCOH1","Network: 06<br />Median: 0.8579441<br 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/>Method: pCOH1","Network: 20<br />Median: 0.9320000<br />Method: pCOH1<br />Method: pCOH1","Network: 21<br />Median: 0.7600000<br />Method: pCOH1<br />Method: pCOH1","Network: 22<br />Median: 0.8360000<br />Method: pCOH1<br />Method: pCOH1","Network: 23<br />Median: 0.9200000<br />Method: pCOH1<br />Method: pCOH1","Network: 24<br />Median: 0.9100000<br />Method: pCOH1<br />Method: pCOH1","Network: 25<br />Median: 0.7700000<br />Method: pCOH1<br />Method: pCOH1","Network: 26<br />Median: 0.7480000<br />Method: pCOH1<br />Method: pCOH1","Network: 27<br />Median: 0.7600000<br />Method: pCOH1<br />Method: pCOH1","Network: 28<br />Median: 0.7760000<br />Method: pCOH1<br />Method: pCOH1"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"pCOH1","legendgroup":"pCOH1","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.768,0.760363636363636,0.798730158730159,0.81857407878228,0.928,0.857944055944056,1,0.816,0.93,0.84,0.744083916083916,0.76665034965035,0.764,0.82,0.918,0.787922077922078,0.799524475524475,0.808,0.93,0.932,0.76,0.836,0.92,0.91,0.77,0.748,0.76,0.776],"text":["Network: 01<br />Median: 0.7680000<br />Method: pCOH2<br />Method: pCOH2","Network: 02<br />Median: 0.7603636<br />Method: pCOH2<br />Method: pCOH2","Network: 03<br />Median: 0.7987302<br />Method: pCOH2<br />Method: pCOH2","Network: 04<br />Median: 0.8185741<br />Method: pCOH2<br />Method: pCOH2","Network: 05<br />Median: 0.9280000<br />Method: pCOH2<br />Method: pCOH2","Network: 06<br />Median: 0.8579441<br />Method: pCOH2<br />Method: pCOH2","Network: 07<br />Median: 1.0000000<br />Method: pCOH2<br />Method: pCOH2","Network: 08<br />Median: 0.8160000<br />Method: pCOH2<br />Method: pCOH2","Network: 09<br />Median: 0.9300000<br />Method: pCOH2<br />Method: pCOH2","Network: 10<br />Median: 0.8400000<br />Method: pCOH2<br />Method: pCOH2","Network: 11<br />Median: 0.7440839<br />Method: pCOH2<br />Method: pCOH2","Network: 12<br />Median: 0.7666503<br />Method: pCOH2<br />Method: pCOH2","Network: 13<br />Median: 0.7640000<br />Method: pCOH2<br />Method: pCOH2","Network: 14<br />Median: 0.8200000<br />Method: pCOH2<br />Method: pCOH2","Network: 15<br />Median: 0.9180000<br />Method: pCOH2<br />Method: pCOH2","Network: 16<br />Median: 0.7879221<br />Method: pCOH2<br />Method: pCOH2","Network: 17<br />Median: 0.7995245<br />Method: pCOH2<br />Method: pCOH2","Network: 18<br />Median: 0.8080000<br />Method: pCOH2<br />Method: pCOH2","Network: 19<br />Median: 0.9300000<br />Method: pCOH2<br />Method: pCOH2","Network: 20<br />Median: 0.9320000<br />Method: pCOH2<br />Method: pCOH2","Network: 21<br />Median: 0.7600000<br />Method: pCOH2<br />Method: pCOH2","Network: 22<br />Median: 0.8360000<br />Method: pCOH2<br />Method: pCOH2","Network: 23<br />Median: 0.9200000<br />Method: pCOH2<br />Method: pCOH2","Network: 24<br />Median: 0.9100000<br />Method: pCOH2<br />Method: pCOH2","Network: 25<br />Median: 0.7700000<br />Method: pCOH2<br />Method: pCOH2","Network: 26<br />Median: 0.7480000<br />Method: pCOH2<br />Method: pCOH2","Network: 27<br />Median: 0.7600000<br />Method: pCOH2<br />Method: pCOH2","Network: 28<br />Median: 0.7760000<br />Method: pCOH2<br />Method: pCOH2"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"pCOH2","legendgroup":"pCOH2","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93,0.921461538461538,0.91810405643739,0.943554334404169,1,0.985300699300699,1,0.916,0.928,0.936,0.830293706293706,0.912167832167832,0.848,0.936,1,0.928415584415584,0.965706293706294,0.928,0.936,0.936,0.928,0.928,1,0.852,0.862,0.848,0.912,0.928],"text":["Network: 01<br />Median: 0.9300000<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 0.9214615<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 0.9181041<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 0.9435543<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 0.9853007<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 0.9160000<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 0.9360000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 0.8302937<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 0.9121678<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 0.8480000<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 0.9360000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 0.9284156<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 0.9657063<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 0.9360000<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 0.9360000<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 0.8520000<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 0.8620000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 0.8480000<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 0.9120000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 0.9280000<br />Method: PCohF<br />Method: 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0.8579441<br />Method: pCOH2<br />Method: pCOH2","Network: 07<br />Median: 1.0000000<br />Method: pCOH2<br />Method: pCOH2","Network: 08<br />Median: 0.8160000<br />Method: pCOH2<br />Method: pCOH2","Network: 09<br />Median: 0.9300000<br />Method: pCOH2<br />Method: pCOH2","Network: 10<br />Median: 0.8400000<br />Method: pCOH2<br />Method: pCOH2","Network: 11<br />Median: 0.7440839<br />Method: pCOH2<br />Method: pCOH2","Network: 12<br />Median: 0.7666503<br />Method: pCOH2<br />Method: pCOH2","Network: 13<br />Median: 0.7640000<br />Method: pCOH2<br />Method: pCOH2","Network: 14<br />Median: 0.8200000<br />Method: pCOH2<br />Method: pCOH2","Network: 15<br />Median: 0.9180000<br />Method: pCOH2<br />Method: pCOH2","Network: 16<br />Median: 0.7879221<br />Method: pCOH2<br />Method: pCOH2","Network: 17<br />Median: 0.7995245<br />Method: pCOH2<br />Method: pCOH2","Network: 18<br />Median: 0.8080000<br />Method: pCOH2<br />Method: pCOH2","Network: 19<br />Median: 0.9300000<br />Method: 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PCohF<br />Method: PCohF","Network: 20<br />Median: 0.9360000<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 0.8520000<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 0.8620000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 0.8480000<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 0.9120000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 0.9280000<br />Method: PCohF<br />Method: 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diff --git a/1_individual_methods_analysis/averages/Average_Combined_data_sums_37.csv b/1_individual_methods_analysis/averages/Average_Combined_data_sums_37.csv
new file mode 100644
index 0000000..2d21f4e
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Tigress,0.929065723175239
+2,PCohF,0.923685105871964
+3,BCohF,0.903033625089022
+4,BCorrU,0.881940181491559
+5,Genie,0.841170736173594
+6,PCorrD,0.840750370345341
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diff --git a/1_individual_methods_analysis/averages/Average_Combined_data_sums_73.csv b/1_individual_methods_analysis/averages/Average_Combined_data_sums_73.csv
new file mode 100644
index 0000000..2d21f4e
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
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diff --git a/1_individual_methods_analysis/averages/Average_Combined_data_sums_equal.csv b/1_individual_methods_analysis/averages/Average_Combined_data_sums_equal.csv
new file mode 100644
index 0000000..32171d3
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Tigress,0.929209115344974
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+11,COH2,0.79349409461802
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diff --git a/1_individual_methods_analysis/averages/Average_Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/averages/Average_Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..f862c51
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
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+3,BCohF,0.899494666666667
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diff --git a/1_individual_methods_analysis/averages/Average_Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/averages/Average_Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..4add1dd
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Tigress,0.929567595769314
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diff --git a/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_37.csv b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_37.csv
new file mode 100644
index 0000000..53d50de
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_73.csv b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_73.csv
new file mode 100644
index 0000000..53d50de
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_equal.csv b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_equal.csv
new file mode 100644
index 0000000..565400d
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..7f05f0c
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..eb4ce49
--- /dev/null
+++ b/1_individual_methods_analysis/averages/Average_Median_Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/heatmap_medians.pdf b/1_individual_methods_analysis/heatmap_medians.pdf
new file mode 100644
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new file mode 100755
index 0000000..572ac15
--- /dev/null
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diff --git a/1_individual_methods_analysis/sim1/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim1/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..7833c68
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim1/Combined_data_37.csv b/1_individual_methods_analysis/sim1/Combined_data_37.csv
new file mode 100644
index 0000000..6562c22
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim1/Combined_data_73.csv b/1_individual_methods_analysis/sim1/Combined_data_73.csv
new file mode 100644
index 0000000..6562c22
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim1/Combined_data_equal.csv b/1_individual_methods_analysis/sim1/Combined_data_equal.csv
new file mode 100644
index 0000000..8fbc59d
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim1/Combined_data_median_37.csv b/1_individual_methods_analysis/sim1/Combined_data_median_37.csv
new file mode 100644
index 0000000..abb80cd
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75425
+2,AS,0.75725
+3,BCohF,0.928
+4,BCohW,0
+5,BCorrD,0.8385
+6,BCorrU,0.92
+7,BH2D,0.77
+8,BH2U,0.766
+9,BMITD1,0.7565
+10,BMITD2,0.75725
+11,BMITU,0.68
+12,BTED,0.755
+13,BTEU,0.783
+14,COH1,0.84
+15,COH2,0.762
+16,DC1,0.755
+17,dDTF,0.783
+18,DTF,0.7505
+19,ffDTF,0.746
+20,Genie,0.83625
+21,GGC,0.73475
+22,GPDC,0.75575
+23,hmvar,0.746
+24,MVAR,0.74675
+25,oPDCF,0.758
+26,pCOH1,0.768
+27,pCOH2,0.768
+28,PCohF,0.93
+29,PCohW,0
+30,PCorrD,0.8445
+31,PCorrU,0.752
+32,PDC,0.75575
+33,PH2D,0.763
+34,PH2U,0.746
+35,PMITD1,0.761
+36,PMITD2,0.7565
+37,PMITU,0.7
+38,PTED,0.76325
+39,PTEU,0.7805
+40,Smvar,0.764
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim1/Combined_data_median_73.csv b/1_individual_methods_analysis/sim1/Combined_data_median_73.csv
new file mode 100644
index 0000000..abb80cd
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75425
+2,AS,0.75725
+3,BCohF,0.928
+4,BCohW,0
+5,BCorrD,0.8385
+6,BCorrU,0.92
+7,BH2D,0.77
+8,BH2U,0.766
+9,BMITD1,0.7565
+10,BMITD2,0.75725
+11,BMITU,0.68
+12,BTED,0.755
+13,BTEU,0.783
+14,COH1,0.84
+15,COH2,0.762
+16,DC1,0.755
+17,dDTF,0.783
+18,DTF,0.7505
+19,ffDTF,0.746
+20,Genie,0.83625
+21,GGC,0.73475
+22,GPDC,0.75575
+23,hmvar,0.746
+24,MVAR,0.74675
+25,oPDCF,0.758
+26,pCOH1,0.768
+27,pCOH2,0.768
+28,PCohF,0.93
+29,PCohW,0
+30,PCorrD,0.8445
+31,PCorrU,0.752
+32,PDC,0.75575
+33,PH2D,0.763
+34,PH2U,0.746
+35,PMITD1,0.761
+36,PMITD2,0.7565
+37,PMITU,0.7
+38,PTED,0.76325
+39,PTEU,0.7805
+40,Smvar,0.764
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim1/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim1/Combined_data_median_equal.csv
new file mode 100644
index 0000000..c52ad29
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.72
+2,AS,0.7225
+3,BCohF,0.933333333333334
+4,BCohW,0
+5,BCorrD,0.8375
+6,BCorrU,0.92
+7,BH2D,0.73375
+8,BH2U,0.77
+9,BMITD1,0.7225
+10,BMITD2,0.72625
+11,BMITU,0.68
+12,BTED,0.72125
+13,BTEU,0.74875
+14,COH1,0.84
+15,COH2,0.763333333333333
+16,DC1,0.72375
+17,dDTF,0.7625
+18,DTF,0.7125
+19,ffDTF,0.70375
+20,Genie,0.83375
+21,GGC,0.69125
+22,GPDC,0.72625
+23,hmvar,0.70625
+24,MVAR,0.70875
+25,oPDCF,0.72
+26,pCOH1,0.773333333333333
+27,pCOH2,0.773333333333333
+28,PCohF,0.936666666666667
+29,PCohW,0
+30,PCorrD,0.84625
+31,PCorrU,0.746666666666666
+32,PDC,0.7225
+33,PH2D,0.73
+34,PH2U,0.736666666666667
+35,PMITD1,0.72375
+36,PMITD2,0.72
+37,PMITU,0.693333333333333
+38,PTED,0.73
+39,PTEU,0.75
+40,Smvar,0.766666666666667
+41,Tigress,0.965
diff --git a/1_individual_methods_analysis/sim1/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim1/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..a4e41f4
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.92
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim1/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim1/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..2e1a759
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.63
+2,AS,0.6375
+3,BCohF,0.946666666666667
+4,BCohW,0
+5,BCorrD,0.835
+6,BCorrU,0.92
+7,BH2D,0.66
+8,BH2U,0.78
+9,BMITD1,0.64
+10,BMITD2,0.64
+11,BMITU,0.68
+12,BTED,0.625
+13,BTEU,0.66
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.6475
+17,dDTF,0.705
+18,DTF,0.62
+19,ffDTF,0.6075
+20,Genie,0.83
+21,GGC,0.5625
+22,GPDC,0.65
+23,hmvar,0.6025
+24,MVAR,0.615
+25,oPDCF,0.63
+26,pCOH1,0.78
+27,pCOH2,0.78
+28,PCohF,0.953333333333333
+29,PCohW,0
+30,PCorrD,0.8475
+31,PCorrU,0.733333333333333
+32,PDC,0.635
+33,PH2D,0.6575
+34,PH2U,0.72
+35,PMITD1,0.6425
+36,PMITD2,0.625
+37,PMITU,0.68
+38,PTED,0.65
+39,PTEU,0.665
+40,Smvar,0.76
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim1/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim1/Combined_data_sums_37.csv
new file mode 100644
index 0000000..92bd40a
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.8455
+2,AS,37.655
+3,BCohF,45.824
+4,BCohW,0
+5,BCorrD,41.68
+6,BCorrU,44.24
+7,BH2D,38.382
+8,BH2U,38.496
+9,BMITD1,38.201
+10,BMITD2,38.139
+11,BMITU,34.416
+12,BTED,37.949
+13,BTEU,38.749
+14,COH1,41.268
+15,COH2,38.428
+16,DC1,37.7875
+17,dDTF,39.291
+18,DTF,37.644
+19,ffDTF,37.5055
+20,Genie,41.376
+21,GGC,37.082
+22,GPDC,37.8915
+23,hmvar,37.369
+24,MVAR,37.448
+25,oPDCF,37.828
+26,pCOH1,39.586
+27,pCOH2,39.582
+28,PCohF,46.476
+29,PCohW,0
+30,PCorrD,42.1425
+31,PCorrU,38.052
+32,PDC,37.8665
+33,PH2D,38.4105
+34,PH2U,36.964
+35,PMITD1,38.226
+36,PMITD2,38.165
+37,PMITU,35.268
+38,PTED,38.1195
+39,PTEU,38.656
+40,Smvar,39.008
+41,Tigress,47.831
diff --git a/1_individual_methods_analysis/sim1/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim1/Combined_data_sums_73.csv
new file mode 100644
index 0000000..92bd40a
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.8455
+2,AS,37.655
+3,BCohF,45.824
+4,BCohW,0
+5,BCorrD,41.68
+6,BCorrU,44.24
+7,BH2D,38.382
+8,BH2U,38.496
+9,BMITD1,38.201
+10,BMITD2,38.139
+11,BMITU,34.416
+12,BTED,37.949
+13,BTEU,38.749
+14,COH1,41.268
+15,COH2,38.428
+16,DC1,37.7875
+17,dDTF,39.291
+18,DTF,37.644
+19,ffDTF,37.5055
+20,Genie,41.376
+21,GGC,37.082
+22,GPDC,37.8915
+23,hmvar,37.369
+24,MVAR,37.448
+25,oPDCF,37.828
+26,pCOH1,39.586
+27,pCOH2,39.582
+28,PCohF,46.476
+29,PCohW,0
+30,PCorrD,42.1425
+31,PCorrU,38.052
+32,PDC,37.8665
+33,PH2D,38.4105
+34,PH2U,36.964
+35,PMITD1,38.226
+36,PMITD2,38.165
+37,PMITU,35.268
+38,PTED,38.1195
+39,PTEU,38.656
+40,Smvar,39.008
+41,Tigress,47.831
diff --git a/1_individual_methods_analysis/sim1/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim1/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..b186a80
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.9025
+2,AS,35.745
+3,BCohF,46.0266666666667
+4,BCohW,0
+5,BCorrD,41.44
+6,BCorrU,44.4
+7,BH2D,36.77
+8,BH2U,38.4
+9,BMITD1,36.415
+10,BMITD2,36.285
+11,BMITU,34.2133333333333
+12,BTED,36.075
+13,BTEU,37.115
+14,COH1,41.26
+15,COH2,38.2333333333333
+16,DC1,35.9925
+17,dDTF,37.965
+18,DTF,35.62
+19,ffDTF,35.4425
+20,Genie,41.2
+21,GGC,34.87
+22,GPDC,36.1125
+23,hmvar,35.295
+24,MVAR,35.48
+25,oPDCF,35.9
+26,pCOH1,39.5233333333333
+27,pCOH2,39.5166666666667
+28,PCohF,46.6333333333333
+29,PCohW,0
+30,PCorrD,41.9975
+31,PCorrU,37.7133333333333
+32,PDC,35.9375
+33,PH2D,36.8175
+34,PH2U,36.7
+35,PMITD1,36.35
+36,PMITD2,36.275
+37,PMITU,34.78
+38,PTED,36.3325
+39,PTEU,37.04
+40,Smvar,38.9066666666667
+41,Tigress,47.985
diff --git a/1_individual_methods_analysis/sim1/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim1/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..42cea94
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.76
+2,AS,40.52
+3,BCohF,45.52
+4,BCohW,0
+5,BCorrD,42.04
+6,BCorrU,44
+7,BH2D,40.8
+8,BH2U,38.64
+9,BMITD1,40.88
+10,BMITD2,40.92
+11,BMITU,34.72
+12,BTED,40.76
+13,BTEU,41.2
+14,COH1,41.28
+15,COH2,38.72
+16,DC1,40.48
+17,dDTF,41.28
+18,DTF,40.68
+19,ffDTF,40.6
+20,Genie,41.64
+21,GGC,40.4
+22,GPDC,40.56
+23,hmvar,40.48
+24,MVAR,40.4
+25,oPDCF,40.72
+26,pCOH1,39.68
+27,pCOH2,39.68
+28,PCohF,46.24
+29,PCohW,0
+30,PCorrD,42.36
+31,PCorrU,38.56
+32,PDC,40.76
+33,PH2D,40.8
+34,PH2U,37.36
+35,PMITD1,41.04
+36,PMITD2,41
+37,PMITU,36
+38,PTED,40.8
+39,PTEU,41.08
+40,Smvar,39.16
+41,Tigress,47.6
diff --git a/1_individual_methods_analysis/sim1/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim1/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..9b5e3b1
--- /dev/null
+++ b/1_individual_methods_analysis/sim1/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.045
+2,AS,30.97
+3,BCohF,46.5333333333333
+4,BCohW,0
+5,BCorrD,40.84
+6,BCorrU,44.8
+7,BH2D,32.74
+8,BH2U,38.16
+9,BMITD1,31.95
+10,BMITD2,31.65
+11,BMITU,33.7066666666667
+12,BTED,31.39
+13,BTEU,33.03
+14,COH1,41.24
+15,COH2,37.7466666666667
+16,DC1,31.505
+17,dDTF,34.65
+18,DTF,30.56
+19,ffDTF,30.285
+20,Genie,40.76
+21,GGC,29.34
+22,GPDC,31.665
+23,hmvar,30.11
+24,MVAR,30.56
+25,oPDCF,31.08
+26,pCOH1,39.3666666666667
+27,pCOH2,39.3533333333333
+28,PCohF,47.0266666666667
+29,PCohW,0
+30,PCorrD,41.635
+31,PCorrU,36.8666666666667
+32,PDC,31.115
+33,PH2D,32.835
+34,PH2U,36.04
+35,PMITD1,31.66
+36,PMITD2,31.55
+37,PMITU,33.56
+38,PTED,31.865
+39,PTEU,33
+40,Smvar,38.6533333333333
+41,Tigress,48.37
diff --git a/1_individual_methods_analysis/sim10/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim10/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..ea4eb0c
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim10Sub001,sim10Sub002,sim10Sub003,sim10Sub004,sim10Sub005,sim10Sub006,sim10Sub007,sim10Sub008,sim10Sub009,sim10Sub010,sim10Sub011,sim10Sub012,sim10Sub013,sim10Sub014,sim10Sub015,sim10Sub016,sim10Sub017,sim10Sub018,sim10Sub019,sim10Sub020,sim10Sub021,sim10Sub022,sim10Sub023,sim10Sub024,sim10Sub025,sim10Sub026,sim10Sub027,sim10Sub028,sim10Sub029,sim10Sub030,sim10Sub031,sim10Sub032,sim10Sub033,sim10Sub034,sim10Sub035,sim10Sub036,sim10Sub037,sim10Sub038,sim10Sub039,sim10Sub040,sim10Sub041,sim10Sub042,sim10Sub043,sim10Sub044,sim10Sub045,sim10Sub046,sim10Sub047,sim10Sub048,sim10Sub049,sim10Sub050
+1,Af,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.88,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.8
+2,AS,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.92,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.8
+3,BCohF,1,1,0.92,1,0.92,0.92,1,0.84,0.84,1,1,0.92,0.92,1,0.92,1,0.92,0.92,0.92,0.92,0.84,0.84,0.92,0.84,1,0.92,0.84,1,0.92,0.92,0.84,0.92,0.84,1,0.84,1,0.76,0.92,0.92,0.92,1,1,0.92,0.84,0.84,0.84,0.92,0.84,1,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.88,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84
+6,BCorrU,0.92,0.92,0.92,1,0.92,0.92,1,0.84,0.92,0.92,0.92,1,0.84,0.92,0.92,1,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.92,1,0.84,1,1,0.92,0.84,0.92,0.92,0.76,0.84,0.92,1,0.84,1,1,1,1,1,1,0.92,0.84,0.84,1,0.92,0.92,0.92
+7,BH2D,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84
+8,BH2U,0.76,0.76,0.76,0.84,0.84,1,0.84,0.76,0.76,0.76,0.92,0.76,0.76,0.84,0.92,0.68,0.92,0.68,0.68,0.84,0.76,0.68,0.84,0.76,0.68,0.76,0.68,0.84,0.92,0.92,0.76,0.84,0.76,0.84,0.76,0.76,0.76,0.84,0.92,0.68,0.92,1,0.76,0.68,0.84,0.84,0.84,0.84,0.76,0.92
+9,BMITD1,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8
+10,BMITD2,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8
+11,BMITU,0.76,0.68,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.76,0.68,0.76,0.68,0.68,0.68,0.76,0.76,0.84,0.68,0.6,0.76,0.68,0.76,0.6,0.68,0.68,0.68,0.76,0.68,0.68,0.68,0.6,0.76,0.84,0.76,0.76,0.68,0.68,0.68,0.68,0.6,0.68,0.68,0.68,0.76,0.76,0.76,0.68
+12,BTED,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88
+13,BTEU,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8
+14,COH1,0.84,0.84,0.84,0.92,0.84,0.84,0.92,0.76,0.84,0.84,0.84,0.84,0.84,0.92,0.76,0.92,1,0.84,1,0.92,0.92,0.92,0.92,0.84,0.84,0.68,0.84,0.92,0.92,0.84,0.68,0.84,0.76,0.92,0.76,0.92,0.92,0.76,0.92,1,0.92,0.92,0.92,0.92,0.76,0.92,0.92,0.84,0.92,0.92
+15,COH2,0.76,0.84,0.76,0.92,0.92,0.84,0.84,0.68,0.68,0.76,0.68,0.76,0.76,0.84,0.76,0.92,0.84,0.68,1,0.92,0.84,0.68,0.76,0.84,0.84,0.68,0.76,0.92,0.76,0.76,0.68,0.84,0.76,0.76,0.76,0.92,0.68,0.84,0.92,0.76,0.92,0.84,0.76,0.92,0.68,0.92,0.68,0.76,0.92,0.84
+16,DC1,0.8,0.8,0.84,0.84,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.88,0.8,0.84,0.92,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8
+17,dDTF,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.84,0.88,0.8,0.8,0.88,0.84,0.8,0.84,0.8,0.88,0.8,0.84,0.88,0.8,0.88,0.8,0.84,0.84,0.84,0.88,0.8,0.84,0.88,0.88,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.88,0.84,0.88,0.8,0.88,0.8,0.8,0.92,0.8
+18,DTF,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.92,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8
+19,ffDTF,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.92,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.92,0.8
+20,Genie,0.84,0.8,0.88,0.84,0.8,0.88,0.88,0.84,0.84,0.88,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.88,0.88,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.88,0.84,0.84,0.8,0.88,0.84,0.88,0.84,0.8,0.84,0.84,0.88,0.84,0.8,0.84,0.84,0.88,0.8,0.84,0.84
+21,GGC,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.8
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diff --git a/1_individual_methods_analysis/sim10/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim10/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..be52dc8
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim10/Combined_data_37.csv b/1_individual_methods_analysis/sim10/Combined_data_37.csv
new file mode 100644
index 0000000..c95043a
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim10/Combined_data_73.csv b/1_individual_methods_analysis/sim10/Combined_data_73.csv
new file mode 100644
index 0000000..c95043a
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim10/Combined_data_equal.csv b/1_individual_methods_analysis/sim10/Combined_data_equal.csv
new file mode 100644
index 0000000..2d48b83
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim10/Combined_data_median_37.csv b/1_individual_methods_analysis/sim10/Combined_data_median_37.csv
new file mode 100644
index 0000000..c68aaf7
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.761
+2,AS,0.76175
+3,BCohF,0.932
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.93
+7,BH2D,0.75175
+8,BH2U,0.778
+9,BMITD1,0.758
+10,BMITD2,0.75575
+11,BMITU,0.684
+12,BTED,0.757
+13,BTEU,0.76525
+14,COH1,0.89
+15,COH2,0.782
+16,DC1,0.7655
+17,dDTF,0.7975
+18,DTF,0.76325
+19,ffDTF,0.7645
+20,Genie,0.8385
+21,GGC,0.74125
+22,GPDC,0.773
+23,hmvar,0.764
+24,MVAR,0.758
+25,oPDCF,0.7565
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.846
+31,PCorrU,0.826
+32,PDC,0.75725
+33,PH2D,0.7535
+34,PH2U,0.752
+35,PMITD1,0.76375
+36,PMITD2,0.7595
+37,PMITU,0.686
+38,PTED,0.748
+39,PTEU,0.76825
+40,Smvar,0.78
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim10/Combined_data_median_73.csv b/1_individual_methods_analysis/sim10/Combined_data_median_73.csv
new file mode 100644
index 0000000..c68aaf7
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.761
+2,AS,0.76175
+3,BCohF,0.932
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.93
+7,BH2D,0.75175
+8,BH2U,0.778
+9,BMITD1,0.758
+10,BMITD2,0.75575
+11,BMITU,0.684
+12,BTED,0.757
+13,BTEU,0.76525
+14,COH1,0.89
+15,COH2,0.782
+16,DC1,0.7655
+17,dDTF,0.7975
+18,DTF,0.76325
+19,ffDTF,0.7645
+20,Genie,0.8385
+21,GGC,0.74125
+22,GPDC,0.773
+23,hmvar,0.764
+24,MVAR,0.758
+25,oPDCF,0.7565
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.846
+31,PCorrU,0.826
+32,PDC,0.75725
+33,PH2D,0.7535
+34,PH2U,0.752
+35,PMITD1,0.76375
+36,PMITD2,0.7595
+37,PMITU,0.686
+38,PTED,0.748
+39,PTEU,0.76825
+40,Smvar,0.78
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim10/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim10/Combined_data_median_equal.csv
new file mode 100644
index 0000000..2c82c83
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7325
+2,AS,0.73125
+3,BCohF,0.94
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.936666666666667
+7,BH2D,0.71375
+8,BH2U,0.79
+9,BMITD1,0.7275
+10,BMITD2,0.7225
+11,BMITU,0.683333333333333
+12,BTED,0.71375
+13,BTEU,0.72875
+14,COH1,0.896666666666667
+15,COH2,0.796666666666667
+16,DC1,0.74125
+17,dDTF,0.77625
+18,DTF,0.73125
+19,ffDTF,0.73625
+20,Genie,0.8375
+21,GGC,0.69875
+22,GPDC,0.74
+23,hmvar,0.73125
+24,MVAR,0.7275
+25,oPDCF,0.72375
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.85
+31,PCorrU,0.816666666666667
+32,PDC,0.72375
+33,PH2D,0.72
+34,PH2U,0.746666666666666
+35,PMITD1,0.7275
+36,PMITD2,0.725
+37,PMITU,0.683333333333333
+38,PTED,0.70875
+39,PTEU,0.72625
+40,Smvar,0.793333333333333
+41,Tigress,0.965
diff --git a/1_individual_methods_analysis/sim10/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim10/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..9179c87
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.92
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.8
+14,COH1,0.88
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.84
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.8
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim10/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim10/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..d296a13
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.64
+2,AS,0.645
+3,BCohF,0.96
+4,BCohW,0
+5,BCorrD,0.85
+6,BCorrU,0.953333333333333
+7,BH2D,0.625
+8,BH2U,0.813333333333333
+9,BMITD1,0.6475
+10,BMITD2,0.6375
+11,BMITU,0.666666666666667
+12,BTED,0.6175
+13,BTEU,0.6425
+14,COH1,0.906666666666667
+15,COH2,0.813333333333333
+16,DC1,0.6775
+17,dDTF,0.725
+18,DTF,0.66
+19,ffDTF,0.665
+20,Genie,0.835
+21,GGC,0.5975
+22,GPDC,0.6575
+23,hmvar,0.655
+24,MVAR,0.635
+25,oPDCF,0.6425
+26,pCOH1,0.846666666666666
+27,pCOH2,0.846666666666666
+28,PCohF,0.973333333333333
+29,PCohW,0
+30,PCorrD,0.86
+31,PCorrU,0.84
+32,PDC,0.64
+33,PH2D,0.6325
+34,PH2U,0.733333333333333
+35,PMITD1,0.64
+36,PMITD2,0.6375
+37,PMITU,0.673333333333334
+38,PTED,0.605
+39,PTEU,0.635
+40,Smvar,0.8
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim10/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim10/Combined_data_sums_37.csv
new file mode 100644
index 0000000..ccf9f1f
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.4205
+2,AS,38.062
+3,BCohF,46.312
+4,BCohW,0
+5,BCorrD,41.8745
+6,BCorrU,46.6
+7,BH2D,37.78
+8,BH2U,40.192
+9,BMITD1,38.102
+10,BMITD2,38.137
+11,BMITU,34.844
+12,BTED,37.7395
+13,BTEU,38.3995
+14,COH1,43.702
+15,COH2,40.308
+16,DC1,38.7075
+17,dDTF,40.0545
+18,DTF,38.421
+19,ffDTF,38.447
+20,Genie,41.814
+21,GGC,37.3125
+22,GPDC,38.5955
+23,hmvar,38.145
+24,MVAR,37.882
+25,oPDCF,38.1765
+26,pCOH1,41.892
+27,pCOH2,41.892
+28,PCohF,47.06
+29,PCohW,0
+30,PCorrD,42.486
+31,PCorrU,41
+32,PDC,38.3665
+33,PH2D,38.089
+34,PH2U,38.102
+35,PMITD1,38.269
+36,PMITD2,38.256
+37,PMITU,35.472
+38,PTED,38.0145
+39,PTEU,38.329
+40,Smvar,40.086
+41,Tigress,47.886
diff --git a/1_individual_methods_analysis/sim10/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim10/Combined_data_sums_73.csv
new file mode 100644
index 0000000..ccf9f1f
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.4205
+2,AS,38.062
+3,BCohF,46.312
+4,BCohW,0
+5,BCorrD,41.8745
+6,BCorrU,46.6
+7,BH2D,37.78
+8,BH2U,40.192
+9,BMITD1,38.102
+10,BMITD2,38.137
+11,BMITU,34.844
+12,BTED,37.7395
+13,BTEU,38.3995
+14,COH1,43.702
+15,COH2,40.308
+16,DC1,38.7075
+17,dDTF,40.0545
+18,DTF,38.421
+19,ffDTF,38.447
+20,Genie,41.814
+21,GGC,37.3125
+22,GPDC,38.5955
+23,hmvar,38.145
+24,MVAR,37.882
+25,oPDCF,38.1765
+26,pCOH1,41.892
+27,pCOH2,41.892
+28,PCohF,47.06
+29,PCohW,0
+30,PCorrD,42.486
+31,PCorrU,41
+32,PDC,38.3665
+33,PH2D,38.089
+34,PH2U,38.102
+35,PMITD1,38.269
+36,PMITD2,38.256
+37,PMITU,35.472
+38,PTED,38.0145
+39,PTEU,38.329
+40,Smvar,40.086
+41,Tigress,47.886
diff --git a/1_individual_methods_analysis/sim10/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim10/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..3ef80dc
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.7275
+2,AS,36.37
+3,BCohF,46.52
+4,BCohW,0
+5,BCorrD,41.8975
+6,BCorrU,46.7866666666667
+7,BH2D,35.9
+8,BH2U,40.16
+9,BMITD1,36.49
+10,BMITD2,36.495
+11,BMITU,34.5533333333333
+12,BTED,35.7525
+13,BTEU,36.6925
+14,COH1,43.8766666666667
+15,COH2,40.4066666666667
+16,DC1,37.1525
+17,dDTF,38.9975
+18,DTF,36.835
+19,ffDTF,36.745
+20,Genie,41.77
+21,GGC,35.1475
+22,GPDC,36.9925
+23,hmvar,36.455
+24,MVAR,36.07
+25,oPDCF,36.5075
+26,pCOH1,41.9266666666667
+27,pCOH2,41.9266666666667
+28,PCohF,47.2866666666667
+29,PCohW,0
+30,PCorrD,42.57
+31,PCorrU,40.9733333333333
+32,PDC,36.6375
+33,PH2D,36.335
+34,PH2U,37.9033333333333
+35,PMITD1,36.555
+36,PMITD2,36.56
+37,PMITU,35.0666666666667
+38,PTED,36.0775
+39,PTEU,36.655
+40,Smvar,40.09
+41,Tigress,48.05
diff --git a/1_individual_methods_analysis/sim10/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim10/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..419280c
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.96
+2,AS,40.6
+3,BCohF,46
+4,BCohW,0
+5,BCorrD,41.84
+6,BCorrU,46.32
+7,BH2D,40.6
+8,BH2U,40.24
+9,BMITD1,40.52
+10,BMITD2,40.6
+11,BMITU,35.28
+12,BTED,40.72
+13,BTEU,40.96
+14,COH1,43.44
+15,COH2,40.16
+16,DC1,41.04
+17,dDTF,41.64
+18,DTF,40.8
+19,ffDTF,41
+20,Genie,41.88
+21,GGC,40.56
+22,GPDC,41
+23,hmvar,40.68
+24,MVAR,40.6
+25,oPDCF,40.68
+26,pCOH1,41.84
+27,pCOH2,41.84
+28,PCohF,46.72
+29,PCohW,0
+30,PCorrD,42.36
+31,PCorrU,41.04
+32,PDC,40.96
+33,PH2D,40.72
+34,PH2U,38.4
+35,PMITD1,40.84
+36,PMITD2,40.8
+37,PMITU,36.08
+38,PTED,40.92
+39,PTEU,40.84
+40,Smvar,40.08
+41,Tigress,47.64
diff --git a/1_individual_methods_analysis/sim10/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim10/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..85d39fb
--- /dev/null
+++ b/1_individual_methods_analysis/sim10/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,32.495
+2,AS,32.14
+3,BCohF,47.04
+4,BCohW,0
+5,BCorrD,41.955
+6,BCorrU,47.2533333333333
+7,BH2D,31.2
+8,BH2U,40.08
+9,BMITD1,32.46
+10,BMITD2,32.39
+11,BMITU,33.8266666666667
+12,BTED,30.785
+13,BTEU,32.425
+14,COH1,44.3133333333333
+15,COH2,40.6533333333333
+16,DC1,33.265
+17,dDTF,36.355
+18,DTF,32.87
+19,ffDTF,32.49
+20,Genie,41.66
+21,GGC,29.735
+22,GPDC,32.985
+23,hmvar,32.23
+24,MVAR,31.54
+25,oPDCF,32.335
+26,pCOH1,42.0133333333333
+27,pCOH2,42.0133333333333
+28,PCohF,47.8533333333333
+29,PCohW,0
+30,PCorrD,42.78
+31,PCorrU,40.9066666666667
+32,PDC,32.315
+33,PH2D,31.95
+34,PH2U,37.4066666666667
+35,PMITD1,32.27
+36,PMITD2,32.32
+37,PMITU,34.0533333333333
+38,PTED,31.235
+39,PTEU,32.47
+40,Smvar,40.1
+41,Tigress,48.46
diff --git a/1_individual_methods_analysis/sim11/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim11/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..a1c120e
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim11Sub001,sim11Sub002,sim11Sub003,sim11Sub004,sim11Sub005,sim11Sub006,sim11Sub007,sim11Sub008,sim11Sub009,sim11Sub010,sim11Sub011,sim11Sub012,sim11Sub013,sim11Sub014,sim11Sub015,sim11Sub016,sim11Sub017,sim11Sub018,sim11Sub019,sim11Sub020,sim11Sub021,sim11Sub022,sim11Sub023,sim11Sub024,sim11Sub025,sim11Sub026,sim11Sub027,sim11Sub028,sim11Sub029,sim11Sub030,sim11Sub031,sim11Sub032,sim11Sub033,sim11Sub034,sim11Sub035,sim11Sub036,sim11Sub037,sim11Sub038,sim11Sub039,sim11Sub040,sim11Sub041,sim11Sub042,sim11Sub043,sim11Sub044,sim11Sub045,sim11Sub046,sim11Sub047,sim11Sub048,sim11Sub049,sim11Sub050
+1,Af,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.9,0.89,0.91,0.89,0.9,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+2,AS,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+3,BCohF,0.86,0.84,0.84,0.84,0.8,0.82,0.8,0.84,0.86,0.8,0.8,0.82,0.8,0.8,0.86,0.84,0.9,0.86,0.8,0.82,0.84,0.86,0.84,0.86,0.86,0.82,0.88,0.86,0.82,0.86,0.82,0.82,0.82,0.84,0.86,0.8,0.82,0.84,0.8,0.82,0.82,0.8,0.8,0.86,0.86,0.8,0.8,0.82,0.82,0.86
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89
+6,BCorrU,0.84,0.82,0.86,0.82,0.8,0.78,0.8,0.8,0.84,0.78,0.8,0.86,0.8,0.84,0.84,0.8,0.88,0.82,0.82,0.84,0.88,0.84,0.8,0.82,0.84,0.84,0.86,0.88,0.82,0.84,0.84,0.8,0.82,0.84,0.82,0.8,0.84,0.82,0.82,0.8,0.82,0.78,0.82,0.82,0.84,0.8,0.8,0.86,0.82,0.86
+7,BH2D,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.91,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+8,BH2U,0.84,0.8,0.78,0.78,0.78,0.78,0.8,0.8,0.78,0.82,0.78,0.78,0.8,0.82,0.8,0.78,0.82,0.78,0.78,0.78,0.86,0.78,0.8,0.8,0.82,0.78,0.8,0.8,0.82,0.78,0.78,0.8,0.78,0.78,0.78,0.78,0.8,0.8,0.78,0.78,0.8,0.8,0.8,0.78,0.78,0.8,0.78,0.82,0.8,0.78
+9,BMITD1,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.91,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.9,0.9,0.89,0.89
+10,BMITD2,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+11,BMITU,0.8,0.78,0.78,0.8,0.78,0.78,0.78,0.8,0.8,0.78,0.8,0.82,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.8,0.78,0.78,0.78,0.78,0.78,0.8,0.78,0.78,0.8,0.8,0.78,0.78,0.82,0.78,0.8,0.78,0.8,0.8,0.78,0.78,0.78,0.8,0.78,0.78,0.78,0.78,0.8,0.8,0.78
+12,BTED,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+13,BTEU,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.89,0.9
+14,COH1,0.8,0.82,0.84,0.8,0.78,0.8,0.78,0.82,0.8,0.78,0.78,0.8,0.82,0.78,0.78,0.8,0.86,0.8,0.78,0.8,0.84,0.86,0.8,0.82,0.84,0.8,0.78,0.78,0.82,0.84,0.8,0.78,0.8,0.8,0.86,0.78,0.8,0.78,0.78,0.82,0.8,0.78,0.8,0.82,0.86,0.8,0.86,0.82,0.8,0.8
+15,COH2,0.82,0.8,0.84,0.8,0.78,0.78,0.78,0.82,0.78,0.78,0.8,0.82,0.82,0.78,0.84,0.8,0.9,0.8,0.8,0.82,0.82,0.86,0.8,0.8,0.82,0.8,0.82,0.82,0.84,0.82,0.8,0.78,0.78,0.8,0.88,0.78,0.8,0.78,0.78,0.82,0.8,0.8,0.8,0.8,0.82,0.8,0.84,0.82,0.8,0.78
+16,DC1,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89
+17,dDTF,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.91,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89
+18,DTF,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89
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diff --git a/1_individual_methods_analysis/sim11/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim11/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..9510862
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim11Sub001,sim11Sub002,sim11Sub003,sim11Sub004,sim11Sub005,sim11Sub006,sim11Sub007,sim11Sub008,sim11Sub009,sim11Sub010,sim11Sub011,sim11Sub012,sim11Sub013,sim11Sub014,sim11Sub015,sim11Sub016,sim11Sub017,sim11Sub018,sim11Sub019,sim11Sub020,sim11Sub021,sim11Sub022,sim11Sub023,sim11Sub024,sim11Sub025,sim11Sub026,sim11Sub027,sim11Sub028,sim11Sub029,sim11Sub030,sim11Sub031,sim11Sub032,sim11Sub033,sim11Sub034,sim11Sub035,sim11Sub036,sim11Sub037,sim11Sub038,sim11Sub039,sim11Sub040,sim11Sub041,sim11Sub042,sim11Sub043,sim11Sub044,sim11Sub045,sim11Sub046,sim11Sub047,sim11Sub048,sim11Sub049,sim11Sub050
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_37.csv b/1_individual_methods_analysis/sim11/Combined_data_37.csv
new file mode 100644
index 0000000..bb896c7
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_73.csv b/1_individual_methods_analysis/sim11/Combined_data_73.csv
new file mode 100644
index 0000000..bb896c7
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_73.csv
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_equal.csv b/1_individual_methods_analysis/sim11/Combined_data_equal.csv
new file mode 100644
index 0000000..e3c60f5
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_median_37.csv b/1_individual_methods_analysis/sim11/Combined_data_median_37.csv
new file mode 100644
index 0000000..a9f4568
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_median_73.csv b/1_individual_methods_analysis/sim11/Combined_data_median_73.csv
new file mode 100644
index 0000000..a9f4568
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim11/Combined_data_median_equal.csv
new file mode 100644
index 0000000..21db7b3
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim11/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..8648598
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.89
+2,AS,0.89
+3,BCohF,0.82
+4,BCohW,0
+5,BCorrD,0.9
+6,BCorrU,0.82
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+34,PH2U,0.78
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+37,PMITU,0.78
+38,PTED,0.89
+39,PTEU,0.89
+40,Smvar,0.8
+41,Tigress,0.9
diff --git a/1_individual_methods_analysis/sim11/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim11/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..dc32a8d
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.547752808988764
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim11/Combined_data_sums_37.csv
new file mode 100644
index 0000000..9ee65aa
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.3073881511747
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diff --git a/1_individual_methods_analysis/sim11/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim11/Combined_data_sums_73.csv
new file mode 100644
index 0000000..9ee65aa
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.3073881511747
+2,AS,39.3151746680286
+3,BCohF,41.6741818181818
+4,BCohW,0
+5,BCorrD,43.2760551583248
+6,BCorrU,41.189006993007
+7,BH2D,39.9189182839632
+8,BH2U,37.710993006993
+9,BMITD1,39.9186210418795
+10,BMITD2,39.9316353421859
+11,BMITU,36.3170489510489
+12,BTED,39.6657068437181
+13,BTEU,40.3400449438202
+14,COH1,38.9752377622378
+15,COH2,38.9513426573427
+16,DC1,39.5074239019408
+17,dDTF,40.1895097037794
+18,DTF,39.4230490296221
+19,ffDTF,39.4318876404494
+20,Genie,43.3169662921348
+21,GGC,38.5573033707865
+22,GPDC,39.3280633299285
+23,hmvar,39.3535934627171
+24,MVAR,39.2967017364658
+25,oPDCF,39.3138621041879
+26,pCOH1,37.5629370629371
+27,pCOH2,37.5629370629371
+28,PCohF,41.4038741258741
+29,PCohW,0
+30,PCorrD,42.3017671092952
+31,PCorrU,36.3587412587413
+32,PDC,39.3137568947906
+33,PH2D,39.4218232890705
+34,PH2U,36.0655804195804
+35,PMITD1,40.3489039836568
+36,PMITD2,40.3040684371808
+37,PMITU,36.8303776223776
+38,PTED,39.7163258426966
+39,PTEU,40.0426976506639
+40,Smvar,37.0535804195804
+41,Tigress,44.3033309499489
diff --git a/1_individual_methods_analysis/sim11/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim11/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..26f697f
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.7723135852911
+2,AS,35.845291113381
+3,BCohF,41.7369696969697
+4,BCohW,0
+5,BCorrD,42.2200919305414
+6,BCorrU,41.128344988345
+7,BH2D,36.8181971399387
+8,BH2U,36.371655011655
+9,BMITD1,36.7977017364658
+10,BMITD2,36.8393922369765
+11,BMITU,34.2750815850816
+12,BTED,36.3828447395301
+13,BTEU,37.4467415730337
+14,COH1,38.0653962703963
+15,COH2,37.9722377622378
+16,DC1,36.1390398365679
+17,dDTF,37.2491828396323
+18,DTF,36.0050817160368
+19,ffDTF,36.0131460674157
+20,Genie,42.3949438202247
+21,GGC,34.5955056179775
+22,GPDC,35.8267722165475
+23,hmvar,35.8826557711951
+24,MVAR,35.7811695607763
+25,oPDCF,35.8097701736466
+26,pCOH1,35.9382284382284
+27,pCOH2,35.9382284382284
+28,PCohF,41.3131235431235
+29,PCohW,0
+30,PCorrD,40.7696118488253
+31,PCorrU,34.2645687645688
+32,PDC,35.8162614913177
+33,PH2D,36.0030388151175
+34,PH2U,33.922634032634
+35,PMITD1,37.521506639428
+36,PMITD2,37.4334473953013
+37,PMITU,35.0906293706294
+38,PTED,36.4538764044944
+39,PTEU,36.9578294177732
+40,Smvar,35.1759673659674
+41,Tigress,43.9255515832482
diff --git a/1_individual_methods_analysis/sim11/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim11/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..f954d22
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,44.61
+2,AS,44.52
+3,BCohF,41.58
+4,BCohW,0
+5,BCorrD,44.86
+6,BCorrU,41.28
+7,BH2D,44.57
+8,BH2U,39.72
+9,BMITD1,44.6
+10,BMITD2,44.57
+11,BMITU,39.38
+12,BTED,44.59
+13,BTEU,44.68
+14,COH1,40.34
+15,COH2,40.42
+16,DC1,44.56
+17,dDTF,44.6
+18,DTF,44.55
+19,ffDTF,44.56
+20,Genie,44.7
+21,GGC,44.5
+22,GPDC,44.58
+23,hmvar,44.56
+24,MVAR,44.57
+25,oPDCF,44.57
+26,pCOH1,40
+27,pCOH2,40
+28,PCohF,41.54
+29,PCohW,0
+30,PCorrD,44.6
+31,PCorrU,39.5
+32,PDC,44.56
+33,PH2D,44.55
+34,PH2U,39.28
+35,PMITD1,44.59
+36,PMITD2,44.61
+37,PMITU,39.44
+38,PTED,44.61
+39,PTEU,44.67
+40,Smvar,39.87
+41,Tigress,44.87
diff --git a/1_individual_methods_analysis/sim11/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim11/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..fe81f43
--- /dev/null
+++ b/1_individual_methods_analysis/sim11/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,26.9346271705822
+2,AS,27.170582226762
+3,BCohF,41.8939393939394
+4,BCohW,0
+5,BCorrD,39.5801838610827
+6,BCorrU,40.97668997669
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+9,BMITD1,28.9954034729316
+10,BMITD2,29.108784473953
+11,BMITU,29.1701631701632
+12,BTED,28.1756894790603
+13,BTEU,30.2134831460674
+14,COH1,35.7907925407925
+15,COH2,35.5244755244755
+16,DC1,27.7180796731358
+17,dDTF,29.8983656792646
+18,DTF,27.4601634320735
+19,ffDTF,27.4662921348315
+20,Genie,40.0898876404494
+21,GGC,24.6910112359551
+22,GPDC,27.073544433095
+23,hmvar,27.2053115423902
+24,MVAR,26.9923391215526
+25,oPDCF,27.0495403472932
+26,pCOH1,31.8764568764569
+27,pCOH2,31.8764568764569
+28,PCohF,41.0862470862471
+29,PCohW,0
+30,PCorrD,36.9392236976507
+31,PCorrU,29.0291375291375
+32,PDC,27.0725229826353
+33,PH2D,27.4560776302349
+34,PH2U,28.5652680652681
+35,PMITD1,30.453013278856
+36,PMITD2,30.2568947906027
+37,PMITU,30.7412587412587
+38,PTED,28.2977528089888
+39,PTEU,29.2456588355465
+40,Smvar,30.4819347319347
+41,Tigress,42.9811031664964
diff --git a/1_individual_methods_analysis/sim12/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim12/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..e7445fd
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim12Sub001,sim12Sub002,sim12Sub003,sim12Sub004,sim12Sub005,sim12Sub006,sim12Sub007,sim12Sub008,sim12Sub009,sim12Sub010,sim12Sub011,sim12Sub012,sim12Sub013,sim12Sub014,sim12Sub015,sim12Sub016,sim12Sub017,sim12Sub018,sim12Sub019,sim12Sub020,sim12Sub021,sim12Sub022,sim12Sub023,sim12Sub024,sim12Sub025,sim12Sub026,sim12Sub027,sim12Sub028,sim12Sub029,sim12Sub030,sim12Sub031,sim12Sub032,sim12Sub033,sim12Sub034,sim12Sub035,sim12Sub036,sim12Sub037,sim12Sub038,sim12Sub039,sim12Sub040,sim12Sub041,sim12Sub042,sim12Sub043,sim12Sub044,sim12Sub045,sim12Sub046,sim12Sub047,sim12Sub048,sim12Sub049,sim12Sub050
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diff --git a/1_individual_methods_analysis/sim12/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim12/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..4ba2442
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim12Sub001,sim12Sub002,sim12Sub003,sim12Sub004,sim12Sub005,sim12Sub006,sim12Sub007,sim12Sub008,sim12Sub009,sim12Sub010,sim12Sub011,sim12Sub012,sim12Sub013,sim12Sub014,sim12Sub015,sim12Sub016,sim12Sub017,sim12Sub018,sim12Sub019,sim12Sub020,sim12Sub021,sim12Sub022,sim12Sub023,sim12Sub024,sim12Sub025,sim12Sub026,sim12Sub027,sim12Sub028,sim12Sub029,sim12Sub030,sim12Sub031,sim12Sub032,sim12Sub033,sim12Sub034,sim12Sub035,sim12Sub036,sim12Sub037,sim12Sub038,sim12Sub039,sim12Sub040,sim12Sub041,sim12Sub042,sim12Sub043,sim12Sub044,sim12Sub045,sim12Sub046,sim12Sub047,sim12Sub048,sim12Sub049,sim12Sub050
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_37.csv b/1_individual_methods_analysis/sim12/Combined_data_37.csv
new file mode 100644
index 0000000..3deeb7d
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_73.csv b/1_individual_methods_analysis/sim12/Combined_data_73.csv
new file mode 100644
index 0000000..3deeb7d
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_73.csv
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_equal.csv b/1_individual_methods_analysis/sim12/Combined_data_equal.csv
new file mode 100644
index 0000000..75ef68d
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_median_37.csv b/1_individual_methods_analysis/sim12/Combined_data_median_37.csv
new file mode 100644
index 0000000..9bd9640
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_median_73.csv b/1_individual_methods_analysis/sim12/Combined_data_median_73.csv
new file mode 100644
index 0000000..9bd9640
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.781197139938713
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim12/Combined_data_median_equal.csv
new file mode 100644
index 0000000..c86260d
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.708661899897855
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim12/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..fdbc439
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.89
+2,AS,0.89
+3,BCohF,0.9
+4,BCohW,0
+5,BCorrD,0.9
+6,BCorrU,0.88
+7,BH2D,0.89
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+9,BMITD1,0.89
+10,BMITD2,0.89
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+12,BTED,0.89
+13,BTEU,0.89
+14,COH1,0.8
+15,COH2,0.8
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+18,DTF,0.89
+19,ffDTF,0.89
+20,Genie,0.9
+21,GGC,0.89
+22,GPDC,0.89
+23,hmvar,0.89
+24,MVAR,0.89
+25,oPDCF,0.89
+26,pCOH1,0.8
+27,pCOH2,0.8
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.9
+31,PCorrU,0.78
+32,PDC,0.89
+33,PH2D,0.89
+34,PH2U,0.78
+35,PMITD1,0.89
+36,PMITD2,0.89
+37,PMITU,0.78
+38,PTED,0.89
+39,PTEU,0.89
+40,Smvar,0.8
+41,Tigress,0.95
diff --git a/1_individual_methods_analysis/sim12/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim12/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e5cbfc2
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.52732379979571
+2,AS,0.542645556690501
+3,BCohF,0.91025641025641
+4,BCohW,0
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim12/Combined_data_sums_37.csv
new file mode 100644
index 0000000..a46a9a6
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.2266813074566
+2,AS,39.3246925434116
+3,BCohF,45.1598741258741
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diff --git a/1_individual_methods_analysis/sim12/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim12/Combined_data_sums_73.csv
new file mode 100644
index 0000000..a46a9a6
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.2266813074566
+2,AS,39.3246925434116
+3,BCohF,45.1598741258741
+4,BCohW,0
+5,BCorrD,44.021811031665
+6,BCorrU,43.490041958042
+7,BH2D,39.8676864147089
+8,BH2U,37.7623636363636
+9,BMITD1,39.5836210418795
+10,BMITD2,39.5678876404494
+11,BMITU,35.8127832167832
+12,BTED,39.6485944841675
+13,BTEU,40.1821164453524
+14,COH1,38.9081888111888
+15,COH2,38.6652797202797
+16,DC1,39.8434780388151
+17,dDTF,40.6911920326864
+18,DTF,39.6255546475996
+19,ffDTF,39.5960796731359
+20,Genie,44.6558140960163
+21,GGC,38.7493513789581
+22,GPDC,39.3667793667007
+23,hmvar,39.5317282941777
+24,MVAR,39.3330715015322
+25,oPDCF,39.2768406537283
+26,pCOH1,38.2004895104895
+27,pCOH2,38.1933146853147
+28,PCohF,45.3677902097902
+29,PCohW,0
+30,PCorrD,44.1417395301328
+31,PCorrU,35.985972027972
+32,PDC,39.3188314606742
+33,PH2D,39.5913871297242
+34,PH2U,36.2331048951049
+35,PMITD1,39.7311123595506
+36,PMITD2,39.670897854954
+37,PMITU,35.896
+38,PTED,39.75835546476
+39,PTEU,39.8869233912155
+40,Smvar,37.0423006993007
+41,Tigress,47.7808753830439
diff --git a/1_individual_methods_analysis/sim12/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim12/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..0948be1
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.664468845761
+2,AS,35.8211542390194
+3,BCohF,45.1864568764569
+4,BCohW,0
+5,BCorrD,43.3630183861083
+6,BCorrU,43.3100699300699
+7,BH2D,36.7461440245148
+8,BH2U,36.4839393939394
+9,BMITD1,36.2727017364658
+10,BMITD2,36.2531460674157
+11,BMITU,33.5013053613054
+12,BTED,36.3609908069459
+13,BTEU,37.2101940755873
+14,COH1,37.873648018648
+15,COH2,37.5421328671329
+16,DC1,36.7057967313585
+17,dDTF,38.091986721144
+18,DTF,36.335924412666
+19,ffDTF,36.3001327885598
+20,Genie,44.3330234933606
+21,GGC,34.8822522982635
+22,GPDC,35.8846322778345
+23,hmvar,36.1928804902962
+24,MVAR,35.8284525025536
+25,oPDCF,35.7347344228805
+26,pCOH1,36.8674825174825
+27,pCOH2,36.8621911421911
+28,PCohF,45.3196503496504
+29,PCohW,0
+30,PCorrD,43.4295658835547
+31,PCorrU,33.6832867132867
+32,PDC,35.7847191011236
+33,PH2D,36.2789785495403
+34,PH2U,34.1618414918415
+35,PMITD1,36.5318539325843
+36,PMITD2,36.4314964249234
+37,PMITU,33.64
+38,PTED,36.5305924412666
+39,PTEU,36.7048723186925
+40,Smvar,35.2438344988345
+41,Tigress,47.9081256384065
diff --git a/1_individual_methods_analysis/sim12/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim12/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..348057e
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,44.57
+2,AS,44.58
+3,BCohF,45.12
+4,BCohW,0
+5,BCorrD,45.01
+6,BCorrU,43.76
+7,BH2D,44.55
+8,BH2U,39.68
+9,BMITD1,44.55
+10,BMITD2,44.54
+11,BMITU,39.28
+12,BTED,44.58
+13,BTEU,44.64
+14,COH1,40.46
+15,COH2,40.35
+16,DC1,44.55
+17,dDTF,44.59
+18,DTF,44.56
+19,ffDTF,44.54
+20,Genie,45.14
+21,GGC,44.55
+22,GPDC,44.59
+23,hmvar,44.54
+24,MVAR,44.59
+25,oPDCF,44.59
+26,pCOH1,40.2
+27,pCOH2,40.19
+28,PCohF,45.44
+29,PCohW,0
+30,PCorrD,45.21
+31,PCorrU,39.44
+32,PDC,44.62
+33,PH2D,44.56
+34,PH2U,39.34
+35,PMITD1,44.53
+36,PMITD2,44.53
+37,PMITU,39.28
+38,PTED,44.6
+39,PTEU,44.66
+40,Smvar,39.74
+41,Tigress,47.59
diff --git a/1_individual_methods_analysis/sim12/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim12/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..ee03a27
--- /dev/null
+++ b/1_individual_methods_analysis/sim12/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,26.758937691522
+2,AS,27.0623084780388
+3,BCohF,45.2529137529138
+4,BCohW,0
+5,BCorrD,41.7160367722165
+6,BCorrU,42.8601398601399
+7,BH2D,28.9422880490296
+8,BH2U,33.2878787878788
+9,BMITD1,27.9954034729316
+10,BMITD2,27.9662921348315
+11,BMITU,27.7226107226107
+12,BTED,28.1419816138917
+13,BTEU,29.7803881511747
+14,COH1,35.287296037296
+15,COH2,34.7342657342657
+16,DC1,28.8615934627171
+17,dDTF,31.593973442288
+18,DTF,28.111848825332
+19,ffDTF,28.0602655771195
+20,Genie,43.5260469867211
+21,GGC,25.2145045965271
+22,GPDC,27.1792645556691
+23,hmvar,27.8457609805924
+24,MVAR,27.0669050051072
+25,oPDCF,26.879468845761
+26,pCOH1,33.534965034965
+27,pCOH2,33.5343822843823
+28,PCohF,45.1993006993007
+29,PCohW,0
+30,PCorrD,41.6491317671093
+31,PCorrU,27.9265734265734
+32,PDC,26.9494382022472
+33,PH2D,27.9979570990807
+34,PH2U,28.983682983683
+35,PMITD1,28.5337078651685
+36,PMITD2,28.3329928498468
+37,PMITU,28
+38,PTED,28.4611848825332
+39,PTEU,28.7497446373851
+40,Smvar,30.747668997669
+41,Tigress,48.2262512768131
diff --git a/1_individual_methods_analysis/sim13/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim13/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..a7bd77a
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim13Sub001,sim13Sub002,sim13Sub003,sim13Sub004,sim13Sub005,sim13Sub006,sim13Sub007,sim13Sub008,sim13Sub009,sim13Sub010,sim13Sub011,sim13Sub012,sim13Sub013,sim13Sub014,sim13Sub015,sim13Sub016,sim13Sub017,sim13Sub018,sim13Sub019,sim13Sub020,sim13Sub021,sim13Sub022,sim13Sub023,sim13Sub024,sim13Sub025,sim13Sub026,sim13Sub027,sim13Sub028,sim13Sub029,sim13Sub030,sim13Sub031,sim13Sub032,sim13Sub033,sim13Sub034,sim13Sub035,sim13Sub036,sim13Sub037,sim13Sub038,sim13Sub039,sim13Sub040,sim13Sub041,sim13Sub042,sim13Sub043,sim13Sub044,sim13Sub045,sim13Sub046,sim13Sub047,sim13Sub048,sim13Sub049,sim13Sub050
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+3,BCohF,0.84,0.84,0.84,0.92,0.76,0.68,1,0.92,0.92,1,0.76,0.92,0.84,0.84,0.92,0.92,0.92,0.84,1,0.84,0.68,0.76,0.76,0.92,0.76,0.68,0.92,0.84,1,0.68,0.76,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.92,1,0.92,0.92,0.84,0.92,0.92,0.76,0.84,1,1,1
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+12,BTED,0.72,0.76,0.84,0.72,0.72,0.76,0.68,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.72,0.72,0.76,0.88,0.76,0.68,0.72,0.68,0.84,0.68,0.72,0.72,0.72,0.84,0.72,0.72,0.76,0.72,0.76,0.8,0.8,0.72,0.8,0.8,0.76,0.68,0.72,0.76,0.72,0.76
+13,BTEU,0.76,0.88,0.72,0.8,0.76,0.84,0.76,0.76,0.8,0.8,0.72,0.8,0.84,0.8,0.76,0.76,0.76,0.76,0.72,0.76,0.84,0.76,0.76,0.92,0.76,0.68,0.76,0.68,0.8,0.68,0.76,0.72,0.8,0.8,0.8,0.72,0.84,0.72,0.76,0.8,0.84,0.76,0.76,0.76,0.8,0.68,0.76,0.76,0.76,0.84
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diff --git a/1_individual_methods_analysis/sim13/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim13/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..2e7941b
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim13Sub001,sim13Sub002,sim13Sub003,sim13Sub004,sim13Sub005,sim13Sub006,sim13Sub007,sim13Sub008,sim13Sub009,sim13Sub010,sim13Sub011,sim13Sub012,sim13Sub013,sim13Sub014,sim13Sub015,sim13Sub016,sim13Sub017,sim13Sub018,sim13Sub019,sim13Sub020,sim13Sub021,sim13Sub022,sim13Sub023,sim13Sub024,sim13Sub025,sim13Sub026,sim13Sub027,sim13Sub028,sim13Sub029,sim13Sub030,sim13Sub031,sim13Sub032,sim13Sub033,sim13Sub034,sim13Sub035,sim13Sub036,sim13Sub037,sim13Sub038,sim13Sub039,sim13Sub040,sim13Sub041,sim13Sub042,sim13Sub043,sim13Sub044,sim13Sub045,sim13Sub046,sim13Sub047,sim13Sub048,sim13Sub049,sim13Sub050
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diff --git a/1_individual_methods_analysis/sim13/Combined_data_37.csv b/1_individual_methods_analysis/sim13/Combined_data_37.csv
new file mode 100644
index 0000000..ab3ecbb
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim13/Combined_data_73.csv b/1_individual_methods_analysis/sim13/Combined_data_73.csv
new file mode 100644
index 0000000..ab3ecbb
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim13/Combined_data_equal.csv b/1_individual_methods_analysis/sim13/Combined_data_equal.csv
new file mode 100644
index 0000000..d93b846
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim13/Combined_data_median_37.csv b/1_individual_methods_analysis/sim13/Combined_data_median_37.csv
new file mode 100644
index 0000000..9e3d960
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.702214285714286
+2,AS,0.707628482972136
+3,BCohF,0.854
+4,BCohW,0
+5,BCorrD,0.764991873065015
+6,BCorrU,0.836
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+9,BMITD1,0.717025062656641
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+11,BMITU,0.73
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+13,BTEU,0.742594040247678
+14,COH1,0.768
+15,COH2,0.756
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diff --git a/1_individual_methods_analysis/sim13/Combined_data_median_73.csv b/1_individual_methods_analysis/sim13/Combined_data_median_73.csv
new file mode 100644
index 0000000..9e3d960
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.702214285714286
+2,AS,0.707628482972136
+3,BCohF,0.854
+4,BCohW,0
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+39,PTEU,0.743764705882353
+40,Smvar,0.75
+41,Tigress,0.824278195488722
diff --git a/1_individual_methods_analysis/sim13/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim13/Combined_data_median_equal.csv
new file mode 100644
index 0000000..4e03f7f
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.690357142857143
+2,AS,0.683859649122807
+3,BCohF,0.863333333333333
+4,BCohW,0
+5,BCorrD,0.756984126984127
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diff --git a/1_individual_methods_analysis/sim13/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim13/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..a93f76f
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.76
+2,AS,0.76
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.78
+6,BCorrU,0.84
+7,BH2D,0.76
+8,BH2U,0.76
+9,BMITD1,0.76
+10,BMITD2,0.76
+11,BMITU,0.76
+12,BTED,0.76
+13,BTEU,0.76
+14,COH1,0.76
+15,COH2,0.76
+16,DC1,0.76
+17,dDTF,0.76
+18,DTF,0.76
+19,ffDTF,0.76
+20,Genie,0.8
+21,GGC,0.76
+22,GPDC,0.76
+23,hmvar,0.76
+24,MVAR,0.74
+25,oPDCF,0.76
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.84
+29,PCohW,0
+30,PCorrD,0.8
+31,PCorrU,0.76
+32,PDC,0.76
+33,PH2D,0.76
+34,PH2U,0.68
+35,PMITD1,0.76
+36,PMITD2,0.76
+37,PMITU,0.76
+38,PTED,0.76
+39,PTEU,0.76
+40,Smvar,0.76
+41,Tigress,0.84
diff --git a/1_individual_methods_analysis/sim13/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim13/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..f8e3022
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.641281512605042
+2,AS,0.628676470588235
+3,BCohF,0.866666666666667
+4,BCohW,0
+5,BCorrD,0.743421052631579
+6,BCorrU,0.826666666666667
+7,BH2D,0.654315015479876
+8,BH2U,0.68
+9,BMITD1,0.640028379772962
+10,BMITD2,0.643382352941177
+11,BMITU,0.693333333333333
+12,BTED,0.652777777777778
+13,BTEU,0.677521008403362
+14,COH1,0.786666666666667
+15,COH2,0.733333333333333
+16,DC1,0.673245614035088
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+19,ffDTF,0.640350877192982
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+21,GGC,0.607423890608875
+22,GPDC,0.656153250773994
+23,hmvar,0.635651629072682
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+27,pCOH2,0.773333333333333
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+36,PMITD2,0.665279927760578
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+41,Tigress,0.811157796451914
diff --git a/1_individual_methods_analysis/sim13/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim13/Combined_data_sums_37.csv
new file mode 100644
index 0000000..1fedbe0
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.3678807680967
+2,AS,35.5377788957688
+3,BCohF,43.052
+4,BCohW,0
+5,BCorrD,38.1898743181483
+6,BCorrU,41.308
+7,BH2D,35.624229397022
+8,BH2U,37.02
+9,BMITD1,35.8048571428571
+10,BMITD2,35.8720938743919
+11,BMITU,35.868
+12,BTED,36.0138980171016
+13,BTEU,37.1563683473389
+14,COH1,39.03
+15,COH2,36.996
+16,DC1,35.6999183252248
+17,dDTF,36.2483315273478
+18,DTF,35.7848405204187
+19,ffDTF,35.6301629072682
+20,Genie,40.8399848886923
+21,GGC,35.2018359501695
+22,GPDC,36.0218203965797
+23,hmvar,35.5073478917883
+24,MVAR,35.5504955771782
+25,oPDCF,35.6233500294855
+26,pCOH1,38.446
+27,pCOH2,38.448
+28,PCohF,42.972
+29,PCohW,0
+30,PCorrD,39.1709581306207
+31,PCorrU,36.552
+32,PDC,35.5849183252248
+33,PH2D,35.584301636444
+34,PH2U,35.324
+35,PMITD1,36.5153932257113
+36,PMITD2,36.473054068996
+37,PMITU,36.96
+38,PTED,36.3770508993071
+39,PTEU,37.1630810482088
+40,Smvar,37.764
+41,Tigress,41.2623452749521
diff --git a/1_individual_methods_analysis/sim13/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim13/Combined_data_sums_73.csv
new file mode 100644
index 0000000..1fedbe0
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.3678807680967
+2,AS,35.5377788957688
+3,BCohF,43.052
+4,BCohW,0
+5,BCorrD,38.1898743181483
+6,BCorrU,41.308
+7,BH2D,35.624229397022
+8,BH2U,37.02
+9,BMITD1,35.8048571428571
+10,BMITD2,35.8720938743919
+11,BMITU,35.868
+12,BTED,36.0138980171016
+13,BTEU,37.1563683473389
+14,COH1,39.03
+15,COH2,36.996
+16,DC1,35.6999183252248
+17,dDTF,36.2483315273478
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+19,ffDTF,35.6301629072682
+20,Genie,40.8399848886923
+21,GGC,35.2018359501695
+22,GPDC,36.0218203965797
+23,hmvar,35.5073478917883
+24,MVAR,35.5504955771782
+25,oPDCF,35.6233500294855
+26,pCOH1,38.446
+27,pCOH2,38.448
+28,PCohF,42.972
+29,PCohW,0
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+31,PCorrU,36.552
+32,PDC,35.5849183252248
+33,PH2D,35.584301636444
+34,PH2U,35.324
+35,PMITD1,36.5153932257113
+36,PMITD2,36.473054068996
+37,PMITU,36.96
+38,PTED,36.3770508993071
+39,PTEU,37.1630810482088
+40,Smvar,37.764
+41,Tigress,41.2623452749521
diff --git a/1_individual_methods_analysis/sim13/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim13/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..12eaf4c
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,34.3864679468279
+2,AS,34.5096314929481
+3,BCohF,43.0066666666667
+4,BCohW,0
+5,BCorrD,37.7831238635805
+6,BCorrU,41.2733333333333
+7,BH2D,34.6537156617033
+8,BH2U,36.4733333333333
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+13,BTEU,36.1672805788982
+14,COH1,38.9166666666667
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+17,dDTF,35.453885878913
+18,DTF,34.7614008673645
+19,ffDTF,34.5836048454469
+20,Genie,40.8666414811539
+21,GGC,33.9230599169492
+22,GPDC,35.0763673276328
+23,hmvar,34.4322464863138
+24,MVAR,34.5574926286304
+25,oPDCF,34.7589167158091
+26,pCOH1,38.21
+27,pCOH2,38.2133333333333
+28,PCohF,42.9266666666667
+29,PCohW,0
+30,PCorrD,38.8582635510344
+31,PCorrU,36.3333333333333
+32,PDC,34.668197208708
+33,PH2D,34.4538360607401
+34,PH2U,34.8733333333333
+35,PMITD1,35.6856553761856
+36,PMITD2,35.64175678166
+37,PMITU,36.8
+38,PTED,35.4284181655118
+39,PTEU,36.2051350803479
+40,Smvar,37.5533333333333
+41,Tigress,41.1172421249201
diff --git a/1_individual_methods_analysis/sim13/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim13/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..d8f7a34
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.84
+2,AS,37.08
+3,BCohF,43.12
+4,BCohW,0
+5,BCorrD,38.8
+6,BCorrU,41.36
+7,BH2D,37.08
+8,BH2U,37.84
+9,BMITD1,37.16
+10,BMITD2,37.24
+11,BMITU,36.24
+12,BTED,37.44
+13,BTEU,38.64
+14,COH1,39.2
+15,COH2,37.36
+16,DC1,37.16
+17,dDTF,37.44
+18,DTF,37.32
+19,ffDTF,37.2
+20,Genie,40.8
+21,GGC,37.12
+22,GPDC,37.44
+23,hmvar,37.12
+24,MVAR,37.04
+25,oPDCF,36.92
+26,pCOH1,38.8
+27,pCOH2,38.8
+28,PCohF,43.04
+29,PCohW,0
+30,PCorrD,39.64
+31,PCorrU,36.88
+32,PDC,36.96
+33,PH2D,37.28
+34,PH2U,36
+35,PMITD1,37.76
+36,PMITD2,37.72
+37,PMITU,37.2
+38,PTED,37.8
+39,PTEU,38.6
+40,Smvar,38.08
+41,Tigress,41.48
diff --git a/1_individual_methods_analysis/sim13/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim13/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..4907807
--- /dev/null
+++ b/1_individual_methods_analysis/sim13/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.9329358936557
+2,AS,31.9392629858961
+3,BCohF,42.8933333333333
+4,BCohW,0
+5,BCorrD,36.766247727161
+6,BCorrU,41.1866666666667
+7,BH2D,32.2274313234066
+8,BH2U,35.1066666666667
+9,BMITD1,32.6428571428571
+10,BMITD2,32.6803129146395
+11,BMITU,35
+12,BTED,32.6863267236719
+13,BTEU,33.6945611577964
+14,COH1,38.6333333333333
+15,COH2,36.1466666666667
+16,DC1,32.2930610840828
+17,dDTF,33.4677717578259
+18,DTF,32.202801734729
+19,ffDTF,31.9672096908939
+20,Genie,40.9332829623077
+21,GGC,30.7261198338985
+22,GPDC,32.7127346552656
+23,hmvar,31.7444929726276
+24,MVAR,32.0749852572608
+25,oPDCF,32.5978334316183
+26,pCOH1,37.62
+27,pCOH2,37.6266666666667
+28,PCohF,42.8133333333333
+29,PCohW,0
+30,PCorrD,38.0765271020689
+31,PCorrU,35.7866666666667
+32,PDC,32.3763944174161
+33,PH2D,31.6276721214802
+34,PH2U,33.7466666666667
+35,PMITD1,33.6113107523711
+36,PMITD2,33.5635135633201
+37,PMITU,36.4
+38,PTED,33.0568363310236
+39,PTEU,33.8102701606959
+40,Smvar,37.0266666666667
+41,Tigress,40.7544842498403
diff --git a/1_individual_methods_analysis/sim14/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim14/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..9bde8ef
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim14Sub001,sim14Sub002,sim14Sub003,sim14Sub004,sim14Sub005,sim14Sub006,sim14Sub007,sim14Sub008,sim14Sub009,sim14Sub010,sim14Sub011,sim14Sub012,sim14Sub013,sim14Sub014,sim14Sub015,sim14Sub016,sim14Sub017,sim14Sub018,sim14Sub019,sim14Sub020,sim14Sub021,sim14Sub022,sim14Sub023,sim14Sub024,sim14Sub025,sim14Sub026,sim14Sub027,sim14Sub028,sim14Sub029,sim14Sub030,sim14Sub031,sim14Sub032,sim14Sub033,sim14Sub034,sim14Sub035,sim14Sub036,sim14Sub037,sim14Sub038,sim14Sub039,sim14Sub040,sim14Sub041,sim14Sub042,sim14Sub043,sim14Sub044,sim14Sub045,sim14Sub046,sim14Sub047,sim14Sub048,sim14Sub049,sim14Sub050
+1,Af,0.84,0.88,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84
+2,AS,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84
+3,BCohF,1,1,0.84,0.92,0.92,1,0.92,0.84,0.92,0.92,1,1,0.84,0.92,0.92,1,0.84,1,0.92,0.84,0.84,0.84,0.92,0.92,0.92,1,0.92,1,1,0.84,0.92,0.92,0.92,0.84,0.92,1,0.92,0.92,0.92,0.92,0.92,0.92,1,0.92,0.84,0.84,1,0.92,0.92,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.88,0.8,0.84,0.84,0.84,0.88,0.8,0.84,0.84,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.88,0.84,0.84,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BCorrU,1,1,0.84,0.76,0.84,1,0.92,0.76,0.76,0.92,1,1,0.84,0.92,1,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.84,1,0.84,1,0.84,0.92,0.92,0.76,0.92,1,0.76,0.84,0.92,0.92,0.84,0.84,1,1,0.92,0.84,1,0.84,0.76,0.84,0.84,0.92,0.92,0.92
+7,BH2D,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84
+8,BH2U,0.76,0.76,0.92,0.76,0.84,0.84,0.76,0.68,0.84,0.6,0.68,0.76,0.68,0.84,0.68,0.68,0.84,0.92,0.76,0.68,0.76,0.68,0.84,0.68,0.76,0.84,0.84,1,0.76,0.76,0.76,0.84,0.84,0.76,0.6,0.84,0.76,0.92,0.84,0.76,0.84,0.76,0.84,0.68,0.84,0.84,0.6,0.84,0.6,0.68
+9,BMITD1,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+10,BMITD2,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+11,BMITU,0.6,0.68,0.6,0.76,0.68,0.68,0.68,0.68,0.68,0.76,0.76,0.6,0.68,0.68,0.76,0.68,0.76,0.68,0.68,0.68,0.76,0.6,0.68,0.68,0.6,0.68,0.68,0.76,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.68,0.68
+12,BTED,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.88,0.88,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84
+13,BTEU,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+14,COH1,0.84,0.84,0.84,0.76,0.84,0.84,0.68,0.68,0.76,0.84,0.92,0.84,0.84,0.84,0.84,0.92,0.68,0.92,0.92,0.84,0.84,0.76,0.76,0.92,0.76,0.76,0.84,0.92,0.84,0.76,1,0.76,0.84,0.84,0.84,0.84,0.68,0.84,0.84,0.92,0.92,0.76,0.84,0.84,0.76,0.84,0.76,0.84,0.84,1
+15,COH2,0.84,0.76,0.84,0.68,0.76,0.76,0.68,0.6,0.76,0.76,0.84,0.84,0.68,0.76,0.84,0.76,0.68,0.76,0.84,0.76,0.84,0.76,0.76,0.84,0.76,0.68,0.76,0.84,0.92,0.68,0.92,0.76,0.68,0.76,0.68,0.76,0.6,0.92,0.76,0.92,0.84,0.76,0.76,0.84,0.68,0.84,0.76,0.84,0.84,0.84
+16,DC1,0.88,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.88,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84
+17,dDTF,0.84,0.84,0.88,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.88,0.84,0.92,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.92,0.8,0.88,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.92
+18,DTF,0.92,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.92,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84
+19,ffDTF,0.88,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84
+20,Genie,0.8,0.88,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.88,0.8,0.84,0.8,0.84,0.84,0.88,0.84,0.8,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.88,0.88,0.8,0.84,0.84,0.84,0.84
+21,GGC,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84
+22,GPDC,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8
+23,hmvar,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88
+24,MVAR,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8
+25,oPDCF,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.88,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8
+26,pCOH1,0.76,1,0.76,0.76,0.84,0.84,0.68,0.68,0.76,0.84,0.84,0.76,0.76,0.76,0.76,0.84,0.68,0.84,0.84,0.92,0.84,0.76,0.84,0.84,0.68,0.76,0.84,0.84,0.84,0.76,0.84,0.76,0.76,0.92,0.84,0.84,0.6,0.92,1,0.92,0.76,0.84,0.84,0.92,0.76,0.84,0.76,0.76,0.92,1
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+28,PCohF,1,1,0.92,0.92,0.92,0.92,0.92,0.92,1,0.92,1,1,0.84,0.92,0.92,1,0.92,1,0.92,0.84,0.84,0.84,1,0.92,0.92,1,0.92,1,1,0.84,0.92,0.92,0.92,0.92,1,1,0.92,0.92,0.92,0.92,1,0.92,1,0.92,0.84,0.92,1,0.92,1,1
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diff --git a/1_individual_methods_analysis/sim14/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim14/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..faa1ee2
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim14/Combined_data_37.csv b/1_individual_methods_analysis/sim14/Combined_data_37.csv
new file mode 100644
index 0000000..ad448bd
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim14/Combined_data_73.csv b/1_individual_methods_analysis/sim14/Combined_data_73.csv
new file mode 100644
index 0000000..ad448bd
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim14/Combined_data_equal.csv b/1_individual_methods_analysis/sim14/Combined_data_equal.csv
new file mode 100644
index 0000000..709e95c
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim14/Combined_data_median_37.csv b/1_individual_methods_analysis/sim14/Combined_data_median_37.csv
new file mode 100644
index 0000000..77c0a98
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.752
+2,AS,0.7535
+3,BCohF,0.928
+4,BCohW,0
+5,BCorrD,0.83625
+6,BCorrU,0.916
+7,BH2D,0.76625
+8,BH2U,0.768
+9,BMITD1,0.7565
+10,BMITD2,0.75725
+11,BMITU,0.678
+12,BTED,0.74975
+13,BTEU,0.789
+14,COH1,0.84
+15,COH2,0.768
+16,DC1,0.75225
+17,dDTF,0.785
+18,DTF,0.752
+19,ffDTF,0.75125
+20,Genie,0.837
+21,GGC,0.7445
+22,GPDC,0.75725
+23,hmvar,0.75125
+24,MVAR,0.75575
+25,oPDCF,0.7565
+26,pCOH1,0.82
+27,pCOH2,0.82
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.84225
+31,PCorrU,0.762
+32,PDC,0.755
+33,PH2D,0.75725
+34,PH2U,0.732
+35,PMITD1,0.75425
+36,PMITD2,0.75725
+37,PMITU,0.686
+38,PTED,0.7475
+39,PTEU,0.7785
+40,Smvar,0.766
+41,Tigress,0.85525
diff --git a/1_individual_methods_analysis/sim14/Combined_data_median_73.csv b/1_individual_methods_analysis/sim14/Combined_data_median_73.csv
new file mode 100644
index 0000000..77c0a98
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.752
+2,AS,0.7535
+3,BCohF,0.928
+4,BCohW,0
+5,BCorrD,0.83625
+6,BCorrU,0.916
+7,BH2D,0.76625
+8,BH2U,0.768
+9,BMITD1,0.7565
+10,BMITD2,0.75725
+11,BMITU,0.678
+12,BTED,0.74975
+13,BTEU,0.789
+14,COH1,0.84
+15,COH2,0.768
+16,DC1,0.75225
+17,dDTF,0.785
+18,DTF,0.752
+19,ffDTF,0.75125
+20,Genie,0.837
+21,GGC,0.7445
+22,GPDC,0.75725
+23,hmvar,0.75125
+24,MVAR,0.75575
+25,oPDCF,0.7565
+26,pCOH1,0.82
+27,pCOH2,0.82
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.84225
+31,PCorrU,0.762
+32,PDC,0.755
+33,PH2D,0.75725
+34,PH2U,0.732
+35,PMITD1,0.75425
+36,PMITD2,0.75725
+37,PMITU,0.686
+38,PTED,0.7475
+39,PTEU,0.7785
+40,Smvar,0.766
+41,Tigress,0.85525
diff --git a/1_individual_methods_analysis/sim14/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim14/Combined_data_median_equal.csv
new file mode 100644
index 0000000..8036177
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.72
+2,AS,0.72
+3,BCohF,0.933333333333334
+4,BCohW,0
+5,BCorrD,0.83375
+6,BCorrU,0.913333333333334
+7,BH2D,0.73625
+8,BH2U,0.773333333333333
+9,BMITD1,0.7225
+10,BMITD2,0.725
+11,BMITU,0.676666666666667
+12,BTED,0.7125
+13,BTEU,0.7575
+14,COH1,0.84
+15,COH2,0.773333333333333
+16,DC1,0.71125
+17,dDTF,0.76125
+18,DTF,0.7175
+19,ffDTF,0.7175
+20,Genie,0.835
+21,GGC,0.7075
+22,GPDC,0.7275
+23,hmvar,0.715
+24,MVAR,0.7175
+25,oPDCF,0.72125
+26,pCOH1,0.806666666666666
+27,pCOH2,0.806666666666666
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.84375
+31,PCorrU,0.763333333333333
+32,PDC,0.72125
+33,PH2D,0.72375
+34,PH2U,0.713333333333333
+35,PMITD1,0.7225
+36,PMITD2,0.72875
+37,PMITU,0.69
+38,PTED,0.7125
+39,PTEU,0.7475
+40,Smvar,0.77
+41,Tigress,0.83875
diff --git a/1_individual_methods_analysis/sim14/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim14/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..98f4d06
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.92
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.82
+40,Smvar,0.76
+41,Tigress,0.88
diff --git a/1_individual_methods_analysis/sim14/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim14/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..8c1ff45
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6175
+2,AS,0.62
+3,BCohF,0.946666666666667
+4,BCohW,0
+5,BCorrD,0.8275
+6,BCorrU,0.92
+7,BH2D,0.6675
+8,BH2U,0.76
+9,BMITD1,0.64
+10,BMITD2,0.65
+11,BMITU,0.653333333333333
+12,BTED,0.62
+13,BTEU,0.6925
+14,COH1,0.84
+15,COH2,0.78
+16,DC1,0.6225
+17,dDTF,0.705
+18,DTF,0.635
+19,ffDTF,0.625
+20,Genie,0.8275
+21,GGC,0.615
+22,GPDC,0.6425
+23,hmvar,0.6225
+24,MVAR,0.61
+25,oPDCF,0.62
+26,pCOH1,0.813333333333333
+27,pCOH2,0.813333333333333
+28,PCohF,0.973333333333333
+29,PCohW,0
+30,PCorrD,0.85
+31,PCorrU,0.76
+32,PDC,0.6425
+33,PH2D,0.635
+34,PH2U,0.693333333333333
+35,PMITD1,0.645
+36,PMITD2,0.6525
+37,PMITU,0.653333333333333
+38,PTED,0.625
+39,PTEU,0.6875
+40,Smvar,0.76
+41,Tigress,0.795
diff --git a/1_individual_methods_analysis/sim14/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim14/Combined_data_sums_37.csv
new file mode 100644
index 0000000..107684a
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.834
+2,AS,37.939
+3,BCohF,46.4
+4,BCohW,0
+5,BCorrD,41.985
+6,BCorrU,44.948
+7,BH2D,38.341
+8,BH2U,38.492
+9,BMITD1,37.9125
+10,BMITD2,37.892
+11,BMITU,34.02
+12,BTED,37.938
+13,BTEU,38.9375
+14,COH1,41.472
+15,COH2,38.676
+16,DC1,37.8695
+17,dDTF,39.3935
+18,DTF,37.805
+19,ffDTF,37.7835
+20,Genie,41.5625
+21,GGC,37.2325
+22,GPDC,37.924
+23,hmvar,37.7135
+24,MVAR,37.7045
+25,oPDCF,38.0115
+26,pCOH1,40.78
+27,pCOH2,40.78
+28,PCohF,47.128
+29,PCohW,0
+30,PCorrD,42.225
+31,PCorrU,38.248
+32,PDC,38.0195
+33,PH2D,38.318
+34,PH2U,37.144
+35,PMITD1,38.057
+36,PMITD2,38.133
+37,PMITU,34.816
+38,PTED,37.7945
+39,PTEU,38.7035
+40,Smvar,39.16
+41,Tigress,43.1315
diff --git a/1_individual_methods_analysis/sim14/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim14/Combined_data_sums_73.csv
new file mode 100644
index 0000000..107684a
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.834
+2,AS,37.939
+3,BCohF,46.4
+4,BCohW,0
+5,BCorrD,41.985
+6,BCorrU,44.948
+7,BH2D,38.341
+8,BH2U,38.492
+9,BMITD1,37.9125
+10,BMITD2,37.892
+11,BMITU,34.02
+12,BTED,37.938
+13,BTEU,38.9375
+14,COH1,41.472
+15,COH2,38.676
+16,DC1,37.8695
+17,dDTF,39.3935
+18,DTF,37.805
+19,ffDTF,37.7835
+20,Genie,41.5625
+21,GGC,37.2325
+22,GPDC,37.924
+23,hmvar,37.7135
+24,MVAR,37.7045
+25,oPDCF,38.0115
+26,pCOH1,40.78
+27,pCOH2,40.78
+28,PCohF,47.128
+29,PCohW,0
+30,PCorrD,42.225
+31,PCorrU,38.248
+32,PDC,38.0195
+33,PH2D,38.318
+34,PH2U,37.144
+35,PMITD1,38.057
+36,PMITD2,38.133
+37,PMITU,34.816
+38,PTED,37.7945
+39,PTEU,38.7035
+40,Smvar,39.16
+41,Tigress,43.1315
diff --git a/1_individual_methods_analysis/sim14/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim14/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..967ef36
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.99
+2,AS,36.085
+3,BCohF,46.56
+4,BCohW,0
+5,BCorrD,41.735
+6,BCorrU,45.1533333333333
+7,BH2D,36.835
+8,BH2U,38.3933333333333
+9,BMITD1,36.1475
+10,BMITD2,36.14
+11,BMITU,33.7133333333333
+12,BTED,36.03
+13,BTEU,37.4025
+14,COH1,41.4933333333333
+15,COH2,38.5933333333333
+16,DC1,35.9425
+17,dDTF,38.0825
+18,DTF,35.915
+19,ffDTF,35.9325
+20,Genie,41.4575
+21,GGC,35.2275
+22,GPDC,36.06
+23,hmvar,35.8425
+24,MVAR,35.8275
+25,oPDCF,36.1525
+26,pCOH1,40.82
+27,pCOH2,40.82
+28,PCohF,47.24
+29,PCohW,0
+30,PCorrD,42.215
+31,PCorrU,38.04
+32,PDC,36.2725
+33,PH2D,36.69
+34,PH2U,36.8933333333333
+35,PMITD1,36.335
+36,PMITD2,36.435
+37,PMITU,34.24
+38,PTED,35.8175
+39,PTEU,37.1725
+40,Smvar,39.0266666666667
+41,Tigress,42.1525
diff --git a/1_individual_methods_analysis/sim14/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim14/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..9dac7eb
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.6
+2,AS,40.72
+3,BCohF,46.16
+4,BCohW,0
+5,BCorrD,42.36
+6,BCorrU,44.64
+7,BH2D,40.6
+8,BH2U,38.64
+9,BMITD1,40.56
+10,BMITD2,40.52
+11,BMITU,34.48
+12,BTED,40.8
+13,BTEU,41.24
+14,COH1,41.44
+15,COH2,38.8
+16,DC1,40.76
+17,dDTF,41.36
+18,DTF,40.64
+19,ffDTF,40.56
+20,Genie,41.72
+21,GGC,40.24
+22,GPDC,40.72
+23,hmvar,40.52
+24,MVAR,40.52
+25,oPDCF,40.8
+26,pCOH1,40.72
+27,pCOH2,40.72
+28,PCohF,46.96
+29,PCohW,0
+30,PCorrD,42.24
+31,PCorrU,38.56
+32,PDC,40.64
+33,PH2D,40.76
+34,PH2U,37.52
+35,PMITD1,40.64
+36,PMITD2,40.68
+37,PMITU,35.68
+38,PTED,40.76
+39,PTEU,41
+40,Smvar,39.36
+41,Tigress,44.6
diff --git a/1_individual_methods_analysis/sim14/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim14/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..375b766
--- /dev/null
+++ b/1_individual_methods_analysis/sim14/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.38
+2,AS,31.45
+3,BCohF,46.96
+4,BCohW,0
+5,BCorrD,41.11
+6,BCorrU,45.6666666666667
+7,BH2D,33.07
+8,BH2U,38.1466666666667
+9,BMITD1,31.735
+10,BMITD2,31.76
+11,BMITU,32.9466666666667
+12,BTED,31.26
+13,BTEU,33.565
+14,COH1,41.5466666666667
+15,COH2,38.3866666666667
+16,DC1,31.125
+17,dDTF,34.805
+18,DTF,31.19
+19,ffDTF,31.305
+20,Genie,41.195
+21,GGC,30.215
+22,GPDC,31.4
+23,hmvar,31.165
+24,MVAR,31.135
+25,oPDCF,31.505
+26,pCOH1,40.92
+27,pCOH2,40.92
+28,PCohF,47.52
+29,PCohW,0
+30,PCorrD,42.19
+31,PCorrU,37.52
+32,PDC,31.905
+33,PH2D,32.62
+34,PH2U,36.2666666666667
+35,PMITD1,32.03
+36,PMITD2,32.19
+37,PMITU,32.8
+38,PTED,30.875
+39,PTEU,33.345
+40,Smvar,38.6933333333333
+41,Tigress,39.705
diff --git a/1_individual_methods_analysis/sim15/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim15/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..0fde8e8
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim15Sub001,sim15Sub002,sim15Sub003,sim15Sub004,sim15Sub005,sim15Sub006,sim15Sub007,sim15Sub008,sim15Sub009,sim15Sub010,sim15Sub011,sim15Sub012,sim15Sub013,sim15Sub014,sim15Sub015,sim15Sub016,sim15Sub017,sim15Sub018,sim15Sub019,sim15Sub020,sim15Sub021,sim15Sub022,sim15Sub023,sim15Sub024,sim15Sub025,sim15Sub026,sim15Sub027,sim15Sub028,sim15Sub029,sim15Sub030,sim15Sub031,sim15Sub032,sim15Sub033,sim15Sub034,sim15Sub035,sim15Sub036,sim15Sub037,sim15Sub038,sim15Sub039,sim15Sub040,sim15Sub041,sim15Sub042,sim15Sub043,sim15Sub044,sim15Sub045,sim15Sub046,sim15Sub047,sim15Sub048,sim15Sub049,sim15Sub050
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+2,AS,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8
+3,BCohF,0.84,0.84,0.76,0.84,0.84,1,0.84,0.84,0.84,1,0.84,0.84,1,0.92,0.84,0.76,0.76,0.84,0.92,0.84,0.76,0.92,0.76,1,0.92,0.92,0.84,0.92,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.92,0.84,0.92,0.76,0.84,0.92,0.84,0.84,0.84,0.92,0.84,1,1
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BCorrU,0.84,0.76,0.76,0.84,0.84,1,0.84,0.84,0.84,0.84,0.84,0.84,0.92,0.92,0.84,0.76,0.76,0.92,0.92,0.84,0.76,1,0.76,0.92,0.92,0.84,0.76,0.92,0.84,0.84,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.92,0.76,0.92,0.76,0.84,0.92,0.84,0.84,0.84,0.92,0.84,1,1
+7,BH2D,0.8,0.8,0.92,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.88,0.8,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.88,0.8
+8,BH2U,0.76,0.76,0.76,0.92,0.76,1,0.76,0.92,0.84,0.84,0.84,0.84,0.76,0.92,0.84,0.76,0.84,0.92,0.92,0.76,0.84,0.84,0.92,0.84,0.84,0.84,0.92,0.76,0.76,0.84,0.92,0.84,0.84,0.68,0.84,0.84,0.84,0.92,0.84,0.76,0.84,0.84,0.84,0.84,0.92,0.84,0.84,0.84,1,0.84
+9,BMITD1,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8
+10,BMITD2,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8
+11,BMITU,0.76,0.76,0.76,0.84,0.76,0.76,0.76,0.76,0.68,0.76,0.84,0.68,0.76,0.76,0.84,0.84,0.68,0.76,0.76,0.76,0.84,0.68,0.68,0.76,0.76,0.68,0.84,0.68,0.84,0.68,0.76,0.76,0.76,0.76,0.76,0.84,0.84,0.76,0.76,0.76,0.84,0.76,0.76,0.76,0.84,0.76,0.76,0.76,0.76,0.68
+12,BTED,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.88,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.92,0.84,0.8,0.8,0.8
+13,BTEU,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+14,COH1,0.84,0.84,0.76,0.84,0.84,0.92,0.76,0.84,0.76,0.84,0.84,0.92,0.84,0.92,0.84,0.76,0.84,0.84,0.92,0.84,0.76,0.84,0.84,0.92,0.76,0.84,0.84,0.92,1,0.76,0.92,0.84,0.84,0.84,0.76,0.92,0.84,1,0.84,0.92,0.76,0.84,0.92,0.92,0.84,0.84,0.92,0.84,0.84,0.92
+15,COH2,0.76,0.68,0.84,0.84,0.84,1,0.76,0.84,0.84,0.84,0.76,0.84,0.84,0.84,0.84,0.84,0.68,0.76,0.84,0.84,0.76,0.76,0.84,0.84,0.76,0.6,0.84,0.84,0.92,0.68,0.76,0.76,0.76,0.92,0.76,0.92,0.68,0.84,0.76,0.92,0.84,0.76,0.84,0.92,0.76,0.92,0.76,0.76,0.76,0.84
+16,DC1,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8
+17,dDTF,0.84,0.8,0.8,0.8,0.8,0.84,0.88,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.84,0.84,0.84,0.8,0.88,0.84,0.8,0.84,0.84,0.8
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+24,MVAR,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8
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diff --git a/1_individual_methods_analysis/sim15/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim15/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..376f75b
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim15/Combined_data_37.csv b/1_individual_methods_analysis/sim15/Combined_data_37.csv
new file mode 100644
index 0000000..8f1c9ca
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim15/Combined_data_73.csv b/1_individual_methods_analysis/sim15/Combined_data_73.csv
new file mode 100644
index 0000000..8f1c9ca
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim15/Combined_data_equal.csv b/1_individual_methods_analysis/sim15/Combined_data_equal.csv
new file mode 100644
index 0000000..adf0eed
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim15/Combined_data_median_37.csv b/1_individual_methods_analysis/sim15/Combined_data_median_37.csv
new file mode 100644
index 0000000..d3f4fb0
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74075
+2,AS,0.71525
+3,BCohF,0.856
+4,BCohW,0
+5,BCorrD,0.828
+6,BCorrU,0.856
+7,BH2D,0.7745
+8,BH2U,0.85
+9,BMITD1,0.7745
+10,BMITD2,0.7805
+11,BMITU,0.752
+12,BTED,0.75925
+13,BTEU,0.78
+14,COH1,0.854
+15,COH2,0.828
+16,DC1,0.76925
+17,dDTF,0.78875
+18,DTF,0.7325
+19,ffDTF,0.734
+20,Genie,0.8145
+21,GGC,0.689
+22,GPDC,0.7705
+23,hmvar,0.7235
+24,MVAR,0.72275
+25,oPDCF,0.72875
+26,pCOH1,0.918
+27,pCOH2,0.918
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.92
+32,PDC,0.72725
+33,PH2D,0.7825
+34,PH2U,0.836
+35,PMITD1,0.81
+36,PMITD2,0.80775
+37,PMITU,0.798
+38,PTED,0.76175
+39,PTEU,0.783
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim15/Combined_data_median_73.csv b/1_individual_methods_analysis/sim15/Combined_data_median_73.csv
new file mode 100644
index 0000000..d3f4fb0
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74075
+2,AS,0.71525
+3,BCohF,0.856
+4,BCohW,0
+5,BCorrD,0.828
+6,BCorrU,0.856
+7,BH2D,0.7745
+8,BH2U,0.85
+9,BMITD1,0.7745
+10,BMITD2,0.7805
+11,BMITU,0.752
+12,BTED,0.75925
+13,BTEU,0.78
+14,COH1,0.854
+15,COH2,0.828
+16,DC1,0.76925
+17,dDTF,0.78875
+18,DTF,0.7325
+19,ffDTF,0.734
+20,Genie,0.8145
+21,GGC,0.689
+22,GPDC,0.7705
+23,hmvar,0.7235
+24,MVAR,0.72275
+25,oPDCF,0.72875
+26,pCOH1,0.918
+27,pCOH2,0.918
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.92
+32,PDC,0.72725
+33,PH2D,0.7825
+34,PH2U,0.836
+35,PMITD1,0.81
+36,PMITD2,0.80775
+37,PMITU,0.798
+38,PTED,0.76175
+39,PTEU,0.783
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim15/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim15/Combined_data_median_equal.csv
new file mode 100644
index 0000000..b17ac48
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6975
+2,AS,0.65875
+3,BCohF,0.866666666666666
+4,BCohW,0
+5,BCorrD,0.82
+6,BCorrU,0.866666666666666
+7,BH2D,0.75375
+8,BH2U,0.856666666666667
+9,BMITD1,0.755
+10,BMITD2,0.75875
+11,BMITU,0.746666666666666
+12,BTED,0.72
+13,BTEU,0.74
+14,COH1,0.863333333333333
+15,COH2,0.82
+16,DC1,0.73625
+17,dDTF,0.775
+18,DTF,0.68625
+19,ffDTF,0.69
+20,Genie,0.8
+21,GGC,0.615
+22,GPDC,0.7425
+23,hmvar,0.6725
+24,MVAR,0.67125
+25,oPDCF,0.68
+26,pCOH1,0.916666666666667
+27,pCOH2,0.916666666666667
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.855
+31,PCorrU,0.92
+32,PDC,0.67875
+33,PH2D,0.765
+34,PH2U,0.833333333333333
+35,PMITD1,0.7875
+36,PMITD2,0.78875
+37,PMITU,0.79
+38,PTED,0.73375
+39,PTEU,0.745
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim15/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim15/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..1fd35a1
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.76
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.84
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.92
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.84
+35,PMITD1,0.84
+36,PMITD2,0.84
+37,PMITU,0.8
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim15/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim15/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..d487e44
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.58
+2,AS,0.5125
+3,BCohF,0.893333333333333
+4,BCohW,0
+5,BCorrD,0.8
+6,BCorrU,0.893333333333333
+7,BH2D,0.7025
+8,BH2U,0.866666666666667
+9,BMITD1,0.695
+10,BMITD2,0.7025
+11,BMITU,0.733333333333333
+12,BTED,0.64
+13,BTEU,0.6425
+14,COH1,0.886666666666666
+15,COH2,0.813333333333333
+16,DC1,0.6575
+17,dDTF,0.725
+18,DTF,0.5725
+19,ffDTF,0.5775
+20,Genie,0.7675
+21,GGC,0.43
+22,GPDC,0.67
+23,hmvar,0.545
+24,MVAR,0.5425
+25,oPDCF,0.555
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.87
+31,PCorrU,0.92
+32,PDC,0.5575
+33,PH2D,0.72
+34,PH2U,0.826666666666667
+35,PMITD1,0.74
+36,PMITD2,0.7375
+37,PMITU,0.786666666666667
+38,PTED,0.6575
+39,PTEU,0.66
+40,Smvar,0.76
+41,Tigress,0.9625
diff --git a/1_individual_methods_analysis/sim15/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim15/Combined_data_sums_37.csv
new file mode 100644
index 0000000..8add7ff
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.726
+2,AS,36.0895
+3,BCohF,43.976
+4,BCohW,0
+5,BCorrD,41.4405
+6,BCorrU,43.544
+7,BH2D,38.9325
+8,BH2U,42.38
+9,BMITD1,39.0515
+10,BMITD2,39.211
+11,BMITU,37.88
+12,BTED,38.0585
+13,BTEU,38.8275
+14,COH1,43.104
+15,COH2,40.492
+16,DC1,38.2735
+17,dDTF,39.725
+18,DTF,36.851
+19,ffDTF,36.8525
+20,Genie,40.7535
+21,GGC,34.5485
+22,GPDC,38.288
+23,hmvar,36.4405
+24,MVAR,36.2535
+25,oPDCF,36.47
+26,pCOH1,45.568
+27,pCOH2,45.568
+28,PCohF,48.896
+29,PCohW,0
+30,PCorrD,42.345
+31,PCorrU,44.656
+32,PDC,36.4305
+33,PH2D,39.3775
+34,PH2U,42.22
+35,PMITD1,40.267
+36,PMITD2,40.369
+37,PMITU,40.144
+38,PTED,38.2225
+39,PTEU,38.8025
+40,Smvar,38.726
+41,Tigress,47.292
diff --git a/1_individual_methods_analysis/sim15/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim15/Combined_data_sums_73.csv
new file mode 100644
index 0000000..8add7ff
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.726
+2,AS,36.0895
+3,BCohF,43.976
+4,BCohW,0
+5,BCorrD,41.4405
+6,BCorrU,43.544
+7,BH2D,38.9325
+8,BH2U,42.38
+9,BMITD1,39.0515
+10,BMITD2,39.211
+11,BMITU,37.88
+12,BTED,38.0585
+13,BTEU,38.8275
+14,COH1,43.104
+15,COH2,40.492
+16,DC1,38.2735
+17,dDTF,39.725
+18,DTF,36.851
+19,ffDTF,36.8525
+20,Genie,40.7535
+21,GGC,34.5485
+22,GPDC,38.288
+23,hmvar,36.4405
+24,MVAR,36.2535
+25,oPDCF,36.47
+26,pCOH1,45.568
+27,pCOH2,45.568
+28,PCohF,48.896
+29,PCohW,0
+30,PCorrD,42.345
+31,PCorrU,44.656
+32,PDC,36.4305
+33,PH2D,39.3775
+34,PH2U,42.22
+35,PMITD1,40.267
+36,PMITD2,40.369
+37,PMITU,40.144
+38,PTED,38.2225
+39,PTEU,38.8025
+40,Smvar,38.726
+41,Tigress,47.292
diff --git a/1_individual_methods_analysis/sim15/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim15/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..bd338ba
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,34.33
+2,AS,33.3225
+3,BCohF,44.2266666666667
+4,BCohW,0
+5,BCorrD,41.0675
+6,BCorrU,43.88
+7,BH2D,37.6075
+8,BH2U,42.58
+9,BMITD1,37.8325
+10,BMITD2,38.045
+11,BMITU,37.6933333333333
+12,BTED,36.1775
+13,BTEU,37.1125
+14,COH1,43.4133333333333
+15,COH2,40.5533333333333
+16,DC1,36.7225
+17,dDTF,38.795
+18,DTF,34.565
+19,ffDTF,34.5675
+20,Genie,40.1625
+21,GGC,30.8875
+22,GPDC,36.64
+23,hmvar,33.8275
+24,MVAR,33.6225
+25,oPDCF,33.93
+26,pCOH1,45.7066666666667
+27,pCOH2,45.7066666666667
+28,PCohF,49.0133333333333
+29,PCohW,0
+30,PCorrD,42.495
+31,PCorrU,44.6666666666667
+32,PDC,33.9175
+33,PH2D,38.2425
+34,PH2U,42.1533333333333
+35,PMITD1,39.325
+36,PMITD2,39.415
+37,PMITU,40.1333333333333
+38,PTED,36.4775
+39,PTEU,37.0975
+40,Smvar,38.6233333333333
+41,Tigress,47.46
diff --git a/1_individual_methods_analysis/sim15/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim15/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..31e4ae0
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.32
+2,AS,40.24
+3,BCohF,43.6
+4,BCohW,0
+5,BCorrD,42
+6,BCorrU,43.04
+7,BH2D,40.92
+8,BH2U,42.08
+9,BMITD1,40.88
+10,BMITD2,40.96
+11,BMITU,38.16
+12,BTED,40.88
+13,BTEU,41.4
+14,COH1,42.64
+15,COH2,40.4
+16,DC1,40.6
+17,dDTF,41.12
+18,DTF,40.28
+19,ffDTF,40.28
+20,Genie,41.64
+21,GGC,40.04
+22,GPDC,40.76
+23,hmvar,40.36
+24,MVAR,40.2
+25,oPDCF,40.28
+26,pCOH1,45.36
+27,pCOH2,45.36
+28,PCohF,48.72
+29,PCohW,0
+30,PCorrD,42.12
+31,PCorrU,44.64
+32,PDC,40.2
+33,PH2D,41.08
+34,PH2U,42.32
+35,PMITD1,41.68
+36,PMITD2,41.8
+37,PMITU,40.16
+38,PTED,40.84
+39,PTEU,41.36
+40,Smvar,38.88
+41,Tigress,47.04
diff --git a/1_individual_methods_analysis/sim15/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim15/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..ec45421
--- /dev/null
+++ b/1_individual_methods_analysis/sim15/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,28.34
+2,AS,26.405
+3,BCohF,44.8533333333333
+4,BCohW,0
+5,BCorrD,40.135
+6,BCorrU,44.72
+7,BH2D,34.295
+8,BH2U,43.08
+9,BMITD1,34.785
+10,BMITD2,35.13
+11,BMITU,37.2266666666667
+12,BTED,31.475
+13,BTEU,32.825
+14,COH1,44.1866666666667
+15,COH2,40.7066666666667
+16,DC1,32.845
+17,dDTF,36.47
+18,DTF,28.85
+19,ffDTF,28.855
+20,Genie,38.685
+21,GGC,21.735
+22,GPDC,32.52
+23,hmvar,27.295
+24,MVAR,27.045
+25,oPDCF,27.58
+26,pCOH1,46.0533333333333
+27,pCOH2,46.0533333333333
+28,PCohF,49.3066666666667
+29,PCohW,0
+30,PCorrD,42.87
+31,PCorrU,44.6933333333333
+32,PDC,27.635
+33,PH2D,35.405
+34,PH2U,41.9866666666667
+35,PMITD1,36.97
+36,PMITD2,37.03
+37,PMITU,40.1066666666667
+38,PTED,32.115
+39,PTEU,32.835
+40,Smvar,38.3666666666667
+41,Tigress,47.88
diff --git a/1_individual_methods_analysis/sim16/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim16/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..876024f
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim16Sub001,sim16Sub002,sim16Sub003,sim16Sub004,sim16Sub005,sim16Sub006,sim16Sub007,sim16Sub008,sim16Sub009,sim16Sub010,sim16Sub011,sim16Sub012,sim16Sub013,sim16Sub014,sim16Sub015,sim16Sub016,sim16Sub017,sim16Sub018,sim16Sub019,sim16Sub020,sim16Sub021,sim16Sub022,sim16Sub023,sim16Sub024,sim16Sub025,sim16Sub026,sim16Sub027,sim16Sub028,sim16Sub029,sim16Sub030,sim16Sub031,sim16Sub032,sim16Sub033,sim16Sub034,sim16Sub035,sim16Sub036,sim16Sub037,sim16Sub038,sim16Sub039,sim16Sub040,sim16Sub041,sim16Sub042,sim16Sub043,sim16Sub044,sim16Sub045,sim16Sub046,sim16Sub047,sim16Sub048,sim16Sub049,sim16Sub050
+1,Af,0.72,0.72,0.8,0.8,0.72,0.84,0.72,0.72,0.72,0.72,0.8,0.76,0.76,0.72,0.72,0.72,0.72,0.76,0.72,0.72,0.8,0.84,0.76,0.8,0.76,0.8,0.76,0.8,0.72,0.8,0.76,0.76,0.72,0.76,0.76,0.72,0.72,0.72,0.72,0.72,0.88,0.72,0.72,0.76,0.72,0.76,0.76,0.8,0.8,0.72
+2,AS,0.72,0.72,0.8,0.8,0.76,0.84,0.72,0.72,0.84,0.72,0.8,0.8,0.76,0.72,0.72,0.72,0.72,0.76,0.76,0.72,0.72,0.84,0.72,0.72,0.8,0.8,0.8,0.8,0.72,0.72,0.76,0.72,0.72,0.76,0.72,0.76,0.76,0.72,0.76,0.72,0.8,0.72,0.76,0.76,0.72,0.76,0.76,0.76,0.8,0.76
+3,BCohF,0.92,1,0.92,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.84,0.92,0.84,0.92,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.92,0.92,0.84,1,0.92,0.92,1,0.92,0.92,0.92,0.92,0.84,1,0.92,0.92,0.92,0.92,1,0.92,0.92,0.84,1,0.92,0.92,0.84,0.92,0.84,0.92,1
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.8,0.76,0.76,0.72,0.8,0.76,0.8,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.8,0.76,0.76,0.76,0.76,0.76,0.76,0.8,0.76,0.8,0.76,0.76,0.72,0.76,0.72,0.76,0.72,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.8,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.8
+6,BCorrU,0.92,0.84,0.84,0.92,0.92,0.92,0.84,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.84,0.92,0.92,1,0.84,0.92,0.84,0.92,1,0.76,0.84,0.84,0.84,0.92,0.92,0.92,0.92,0.84,0.92,0.92,0.84,0.76,0.84,0.92,0.84,0.84,0.92,0.84,0.92,0.92,1,1,1,0.84,0.84,1
+7,BH2D,0.72,0.72,0.72,0.8,0.72,0.72,0.76,0.76,0.72,0.72,0.84,0.76,0.72,0.72,0.76,0.72,0.76,0.72,0.8,0.76,0.72,0.72,0.76,0.72,0.72,0.8,0.72,0.72,0.72,0.72,0.76,0.72,0.72,0.72,0.76,0.72,0.72,0.88,0.76,0.72,0.72,0.72,0.8,0.84,0.72,0.72,0.72,0.72,0.72,0.76
+8,BH2U,1,0.92,0.84,0.84,0.84,0.92,0.76,0.92,0.84,0.84,0.84,0.92,0.76,0.84,0.92,0.84,0.92,0.84,0.76,0.76,0.84,0.84,0.84,0.84,0.76,0.92,0.76,0.84,0.84,0.76,0.84,0.92,0.76,0.84,0.76,0.76,0.92,0.76,0.84,0.92,0.76,0.76,0.84,0.76,0.76,0.84,0.84,0.76,0.84,0.92
+9,BMITD1,0.76,0.72,0.72,0.76,0.72,0.72,0.72,0.72,0.72,0.72,0.76,0.8,0.72,0.76,0.76,0.72,0.76,0.72,0.72,0.76,0.72,0.72,0.76,0.72,0.72,0.76,0.76,0.72,0.72,0.72,0.76,0.72,0.72,0.72,0.72,0.72,0.72,0.72,0.76,0.72,0.76,0.76,0.72,0.76,0.72,0.8,0.76,0.76,0.72,0.76
+10,BMITD2,0.76,0.72,0.72,0.76,0.72,0.76,0.76,0.72,0.72,0.72,0.76,0.8,0.72,0.76,0.76,0.72,0.76,0.72,0.72,0.76,0.72,0.72,0.76,0.72,0.72,0.76,0.76,0.72,0.72,0.76,0.76,0.72,0.72,0.72,0.72,0.72,0.72,0.76,0.8,0.72,0.76,0.76,0.76,0.76,0.72,0.84,0.76,0.72,0.72,0.76
+11,BMITU,0.76,0.84,0.76,0.84,0.76,0.76,0.84,0.92,0.84,0.76,0.76,0.84,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.84,0.76,0.84,0.76,0.76,0.76,0.84,0.84,0.76,0.84,0.84,0.76,0.76,0.84,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.84,0.84,0.84,0.76,0.84,0.76,0.84,0.84,0.84
+12,BTED,0.72,0.72,0.72,0.76,0.76,0.76,0.8,0.8,0.8,0.76,0.76,0.76,0.72,0.72,0.72,0.8,0.76,0.72,0.72,0.72,0.72,0.8,0.72,0.76,0.72,0.72,0.72,0.72,0.72,0.72,0.76,0.72,0.76,0.72,0.72,0.76,0.72,0.72,0.72,0.72,0.76,0.72,0.76,0.88,0.72,0.72,0.72,0.76,0.8,0.72
+13,BTEU,0.72,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.72,0.72,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.72,0.76,0.76,0.72,0.76,0.72,0.76,0.72,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.72,0.76,0.76
+14,COH1,0.84,0.84,0.84,0.92,0.84,0.76,0.76,0.84,0.76,0.84,0.92,0.84,0.76,0.92,0.92,0.84,0.84,0.92,0.92,0.76,0.76,0.92,0.84,0.84,0.76,0.76,0.84,0.84,0.92,0.84,0.84,0.76,0.92,0.92,0.84,0.76,1,0.92,0.76,0.76,0.84,0.76,0.92,0.92,0.84,0.84,0.92,0.76,0.92,0.84
+15,COH2,0.84,0.76,0.84,0.84,0.84,0.84,0.76,0.84,0.76,0.76,0.92,0.84,0.76,0.76,0.92,0.76,0.76,0.84,1,0.76,0.76,0.76,0.84,0.76,0.76,0.76,0.76,0.84,0.84,0.84,0.84,0.76,0.92,0.92,0.92,0.76,0.84,0.92,0.76,0.76,0.84,0.76,0.84,0.84,0.76,0.76,0.84,0.84,0.84,0.76
+16,DC1,0.76,0.72,0.8,0.72,0.72,0.72,0.72,0.72,0.76,0.72,0.8,0.72,0.76,0.8,0.76,0.76,0.76,0.72,0.72,0.72,0.8,0.76,0.72,0.76,0.72,0.72,0.76,0.72,0.72,0.84,0.72,0.72,0.76,0.76,0.72,0.76,0.72,0.8,0.76,0.72,0.76,0.72,0.72,0.76,0.76,0.84,0.8,0.72,0.76,0.72
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diff --git a/1_individual_methods_analysis/sim16/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim16/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..bcee4ae
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim16Sub001,sim16Sub002,sim16Sub003,sim16Sub004,sim16Sub005,sim16Sub006,sim16Sub007,sim16Sub008,sim16Sub009,sim16Sub010,sim16Sub011,sim16Sub012,sim16Sub013,sim16Sub014,sim16Sub015,sim16Sub016,sim16Sub017,sim16Sub018,sim16Sub019,sim16Sub020,sim16Sub021,sim16Sub022,sim16Sub023,sim16Sub024,sim16Sub025,sim16Sub026,sim16Sub027,sim16Sub028,sim16Sub029,sim16Sub030,sim16Sub031,sim16Sub032,sim16Sub033,sim16Sub034,sim16Sub035,sim16Sub036,sim16Sub037,sim16Sub038,sim16Sub039,sim16Sub040,sim16Sub041,sim16Sub042,sim16Sub043,sim16Sub044,sim16Sub045,sim16Sub046,sim16Sub047,sim16Sub048,sim16Sub049,sim16Sub050
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_37.csv b/1_individual_methods_analysis/sim16/Combined_data_37.csv
new file mode 100644
index 0000000..babf4d4
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_73.csv b/1_individual_methods_analysis/sim16/Combined_data_73.csv
new file mode 100644
index 0000000..babf4d4
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_equal.csv b/1_individual_methods_analysis/sim16/Combined_data_equal.csv
new file mode 100644
index 0000000..c3f9a48
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_median_37.csv b/1_individual_methods_analysis/sim16/Combined_data_median_37.csv
new file mode 100644
index 0000000..3eb11ee
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.725738095238095
+2,AS,0.731690476190476
+3,BCohF,0.922571428571429
+4,BCohW,0
+5,BCorrD,0.75997619047619
+6,BCorrU,0.912831168831169
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+14,COH1,0.852935064935065
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_median_73.csv b/1_individual_methods_analysis/sim16/Combined_data_median_73.csv
new file mode 100644
index 0000000..3eb11ee
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.725738095238095
+2,AS,0.731690476190476
+3,BCohF,0.922571428571429
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim16/Combined_data_median_equal.csv
new file mode 100644
index 0000000..8a52fde
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.71531746031746
+2,AS,0.713333333333334
+3,BCohF,0.924285714285714
+4,BCohW,0
+5,BCorrD,0.758968253968254
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim16/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..df414ea
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.76
+2,AS,0.76
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.76
+6,BCorrU,0.92
+7,BH2D,0.72
+8,BH2U,0.84
+9,BMITD1,0.72
+10,BMITD2,0.72
+11,BMITU,0.76
+12,BTED,0.72
+13,BTEU,0.76
+14,COH1,0.84
+15,COH2,0.84
+16,DC1,0.74
+17,dDTF,0.76
+18,DTF,0.76
+19,ffDTF,0.72
+20,Genie,0.76
+21,GGC,0.72
+22,GPDC,0.76
+23,hmvar,0.76
+24,MVAR,0.76
+25,oPDCF,0.72
+26,pCOH1,0.8
+27,pCOH2,0.8
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.76
+31,PCorrU,0.76
+32,PDC,0.72
+33,PH2D,0.72
+34,PH2U,0.84
+35,PMITD1,0.76
+36,PMITD2,0.76
+37,PMITU,0.76
+38,PTED,0.74
+39,PTEU,0.76
+40,Smvar,0.84
+41,Tigress,0.84
diff --git a/1_individual_methods_analysis/sim16/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim16/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..20ee546
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.676587301587302
+2,AS,0.674603174603175
+3,BCohF,0.935064935064935
+4,BCohW,0
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+41,Tigress,0.841269841269841
diff --git a/1_individual_methods_analysis/sim16/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim16/Combined_data_sums_37.csv
new file mode 100644
index 0000000..cd54f6c
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.3885238095238
+2,AS,36.4141428571429
+3,BCohF,45.9815064935065
+4,BCohW,0
+5,BCorrD,38.0125238095238
+6,BCorrU,45.0455584415584
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+8,BH2U,41.3722597402597
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+12,BTED,35.5066666666667
+13,BTEU,36.0955238095238
+14,COH1,42.3394285714286
+15,COH2,40.6184415584416
+16,DC1,36.1692857142857
+17,dDTF,36.8024761904762
+18,DTF,36.2295238095238
+19,ffDTF,36.1795238095238
+20,Genie,36.9497619047619
+21,GGC,34.7874761904762
+22,GPDC,36.1658095238095
+23,hmvar,35.9074761904762
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+25,oPDCF,35.8895238095238
+26,pCOH1,40.2527272727273
+27,pCOH2,40.2527272727273
+28,PCohF,46.2532467532467
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+34,PH2U,40.1148831168831
+35,PMITD1,36.3598571428571
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+37,PMITU,39.5451168831169
+38,PTED,35.7115714285714
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+41,Tigress,41.3917619047619
diff --git a/1_individual_methods_analysis/sim16/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim16/Combined_data_sums_73.csv
new file mode 100644
index 0000000..cd54f6c
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.3885238095238
+2,AS,36.4141428571429
+3,BCohF,45.9815064935065
+4,BCohW,0
+5,BCorrD,38.0125238095238
+6,BCorrU,45.0455584415584
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+14,COH1,42.3394285714286
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+17,dDTF,36.8024761904762
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+22,GPDC,36.1658095238095
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+38,PTED,35.7115714285714
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diff --git a/1_individual_methods_analysis/sim16/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim16/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..ce27dc0
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.500873015873
+2,AS,35.5169047619048
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+40,Smvar,41.3064935064935
+41,Tigress,41.5462698412698
diff --git a/1_individual_methods_analysis/sim16/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim16/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..1a11164
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.72
+2,AS,37.76
+3,BCohF,45.84
+4,BCohW,0
+5,BCorrD,38.04
+6,BCorrU,44.72
+7,BH2D,37.16
+8,BH2U,41.76
+9,BMITD1,36.88
+10,BMITD2,37.12
+11,BMITU,39.68
+12,BTED,37.2
+13,BTEU,37.48
+14,COH1,42.24
+15,COH2,40.8
+16,DC1,37.4
+17,dDTF,38.16
+18,DTF,37.6
+19,ffDTF,37.6
+20,Genie,37.6
+21,GGC,36.96
+22,GPDC,37.56
+23,hmvar,37.56
+24,MVAR,37.96
+25,oPDCF,37.4
+26,pCOH1,40.4
+27,pCOH2,40.4
+28,PCohF,46
+29,PCohW,0
+30,PCorrD,38.6
+31,PCorrU,40.64
+32,PDC,37.48
+33,PH2D,36.88
+34,PH2U,40.64
+35,PMITD1,37.56
+36,PMITD2,37.76
+37,PMITU,40.16
+38,PTED,37.44
+39,PTEU,37.24
+40,Smvar,41.6
+41,Tigress,41.16
diff --git a/1_individual_methods_analysis/sim16/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim16/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..777a3a1
--- /dev/null
+++ b/1_individual_methods_analysis/sim16/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,33.281746031746
+2,AS,33.2738095238095
+3,BCohF,46.3116883116883
+4,BCohW,0
+5,BCorrD,37.9484126984127
+6,BCorrU,45.8051948051948
+7,BH2D,31.1746031746032
+8,BH2U,40.4675324675325
+9,BMITD1,33.3650793650794
+10,BMITD2,33.2896825396825
+11,BMITU,38.4285714285714
+12,BTED,31.5555555555556
+13,BTEU,32.8650793650794
+14,COH1,42.5714285714286
+15,COH2,40.1948051948052
+16,DC1,33.297619047619
+17,dDTF,33.6349206349206
+18,DTF,33.031746031746
+19,ffDTF,32.8650793650794
+20,Genie,35.4325396825397
+21,GGC,29.718253968254
+22,GPDC,32.9126984126984
+23,hmvar,32.0515873015873
+24,MVAR,32.8928571428571
+25,oPDCF,32.3650793650794
+26,pCOH1,39.9090909090909
+27,pCOH2,39.9090909090909
+28,PCohF,46.8441558441558
+29,PCohW,0
+30,PCorrD,38.1269841269841
+31,PCorrU,39.2467532467532
+32,PDC,32.6150793650794
+33,PH2D,30.9246031746032
+34,PH2U,38.8896103896104
+35,PMITD1,33.5595238095238
+36,PMITD2,33.5
+37,PMITU,38.1103896103896
+38,PTED,31.6785714285714
+39,PTEU,32.6428571428571
+40,Smvar,41.012987012987
+41,Tigress,41.9325396825397
diff --git a/1_individual_methods_analysis/sim17/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim17/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..1defa2d
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim17Sub001,sim17Sub002,sim17Sub003,sim17Sub004,sim17Sub005,sim17Sub006,sim17Sub007,sim17Sub008,sim17Sub009,sim17Sub010,sim17Sub011,sim17Sub012,sim17Sub013,sim17Sub014,sim17Sub015,sim17Sub016,sim17Sub017,sim17Sub018,sim17Sub019,sim17Sub020,sim17Sub021,sim17Sub022,sim17Sub023,sim17Sub024,sim17Sub025,sim17Sub026,sim17Sub027,sim17Sub028,sim17Sub029,sim17Sub030,sim17Sub031,sim17Sub032,sim17Sub033,sim17Sub034,sim17Sub035,sim17Sub036,sim17Sub037,sim17Sub038,sim17Sub039,sim17Sub040,sim17Sub041,sim17Sub042,sim17Sub043,sim17Sub044,sim17Sub045,sim17Sub046,sim17Sub047,sim17Sub048,sim17Sub049,sim17Sub050
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+2,AS,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89
+3,BCohF,0.92,0.94,0.96,0.94,0.94,0.96,0.98,0.94,0.96,0.94,0.88,0.96,0.94,0.92,0.94,0.96,0.98,0.98,0.9,0.94,0.98,0.94,0.96,0.96,0.94,0.92,0.94,0.94,0.92,0.94,0.94,0.96,0.96,0.92,0.98,0.94,0.98,0.94,0.94,0.94,0.9,0.98,1,0.94,0.96,0.96,0.94,0.96,0.96,0.96
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.9,0.9,0.9,0.9,0.9,0.9,0.91,0.91,0.9,0.9,0.9,0.91,0.9,0.91,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.91,0.9,0.91,0.91,0.9,0.9,0.91,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.91,0.9,0.9,0.9,0.89
+6,BCorrU,0.9,0.94,0.98,0.9,0.96,0.92,0.94,0.94,0.9,0.9,0.9,0.94,0.94,0.94,0.92,0.86,0.92,0.92,0.9,0.88,0.92,0.94,0.92,0.92,0.9,0.96,0.96,0.96,0.92,0.98,0.92,0.88,0.9,0.92,0.9,0.88,0.88,0.9,0.96,0.9,0.86,0.9,0.94,0.9,0.94,0.94,0.88,0.92,0.9,0.92
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+8,BH2U,0.78,0.78,0.78,0.8,0.78,0.78,0.78,0.82,0.86,0.82,0.78,0.8,0.78,0.78,0.78,0.82,0.8,0.84,0.8,0.84,0.86,0.84,0.8,0.82,0.8,0.78,0.88,0.82,0.78,0.86,0.84,0.78,0.78,0.8,0.82,0.8,0.78,0.84,0.78,0.8,0.78,0.8,0.82,0.78,0.82,0.78,0.78,0.84,0.8,0.8
+9,BMITD1,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89
+10,BMITD2,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.9,0.89,0.9,0.89
+11,BMITU,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.82,0.8,0.78,0.78,0.8,0.78,0.78,0.8,0.78,0.78,0.78,0.8,0.8,0.8,0.8,0.8,0.78,0.78,0.78,0.8,0.78,0.78,0.82,0.78,0.78,0.78,0.78,0.8,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.8,0.8,0.8,0.82,0.78
+12,BTED,0.89,0.89,0.9,0.89,0.89,0.91,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.89
+13,BTEU,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.9,0.89,0.9,0.89,0.9
+14,COH1,0.84,0.84,0.84,0.82,0.8,0.78,0.78,0.84,0.8,0.86,0.86,0.82,0.84,0.82,0.86,0.8,0.82,0.79,0.78,0.82,0.88,0.8,0.82,0.8,0.82,0.88,0.86,0.78,0.82,0.88,0.8,0.82,0.82,0.82,0.84,0.82,0.84,0.84,0.82,0.8,0.82,0.82,0.84,0.82,0.84,0.82,0.82,0.84,0.8,0.84
+15,COH2,0.84,0.84,0.84,0.8,0.8,0.78,0.78,0.84,0.82,0.82,0.84,0.82,0.84,0.82,0.84,0.8,0.86,0.82,0.78,0.8,0.86,0.82,0.82,0.8,0.82,0.86,0.86,0.82,0.8,0.86,0.8,0.86,0.78,0.8,0.84,0.8,0.82,0.78,0.8,0.8,0.82,0.86,0.86,0.84,0.82,0.8,0.8,0.84,0.8,0.8
+16,DC1,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.9,0.89,0.89
+17,dDTF,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.9,0.9,0.91,0.89,0.9,0.89,0.89,0.89,0.91,0.89,0.89,0.89,0.92,0.89,0.9,0.89,0.89,0.91,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.91,0.91,0.9,0.89,0.89,0.89,0.89
+18,DTF,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.91,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89
+19,ffDTF,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89
+20,Genie,0.9,0.9,0.9,0.9,0.91,0.9,0.9,0.9,0.9,0.91,0.91,0.91,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.91,0.91,0.91,0.9,0.89,0.9,0.9,0.91,0.9,0.91,0.91,0.91,0.92,0.91,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.91,0.91,0.9,0.89,0.91,0.89,0.9,0.9,0.9
+21,GGC,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+22,GPDC,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.91,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9
+23,hmvar,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89
+24,MVAR,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89
+25,oPDCF,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89
+26,pCOH1,0.8,0.8,0.84,0.88,0.88,0.82,0.8,0.82,0.82,0.84,0.8,0.84,0.8,0.82,0.82,0.8,0.88,0.86,0.8,0.8,0.88,0.84,0.82,0.82,0.8,0.84,0.92,0.86,0.8,0.88,0.78,0.84,0.86,0.86,0.84,0.78,0.84,0.82,0.84,0.78,0.8,0.78,0.84,0.84,0.82,0.82,0.8,0.82,0.82,0.8
+27,pCOH2,0.8,0.8,0.84,0.88,0.88,0.82,0.8,0.82,0.82,0.84,0.8,0.84,0.8,0.82,0.82,0.8,0.88,0.86,0.8,0.8,0.88,0.84,0.82,0.82,0.8,0.84,0.92,0.86,0.8,0.88,0.78,0.84,0.86,0.86,0.84,0.78,0.84,0.82,0.84,0.78,0.8,0.78,0.84,0.84,0.82,0.82,0.8,0.82,0.82,0.8
+28,PCohF,0.94,0.98,0.98,0.96,0.94,1,0.96,0.98,0.96,0.96,0.88,0.98,0.92,0.96,0.94,0.96,0.98,0.98,0.92,0.98,0.98,0.96,0.96,0.96,0.94,0.96,1,0.96,0.96,0.98,0.94,1,0.96,0.92,0.98,0.96,0.98,0.96,0.94,0.94,0.92,1,0.98,0.92,0.96,0.96,0.92,0.94,0.96,0.94
+29,PCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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diff --git a/1_individual_methods_analysis/sim17/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim17/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..854fbbc
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim17Sub001,sim17Sub002,sim17Sub003,sim17Sub004,sim17Sub005,sim17Sub006,sim17Sub007,sim17Sub008,sim17Sub009,sim17Sub010,sim17Sub011,sim17Sub012,sim17Sub013,sim17Sub014,sim17Sub015,sim17Sub016,sim17Sub017,sim17Sub018,sim17Sub019,sim17Sub020,sim17Sub021,sim17Sub022,sim17Sub023,sim17Sub024,sim17Sub025,sim17Sub026,sim17Sub027,sim17Sub028,sim17Sub029,sim17Sub030,sim17Sub031,sim17Sub032,sim17Sub033,sim17Sub034,sim17Sub035,sim17Sub036,sim17Sub037,sim17Sub038,sim17Sub039,sim17Sub040,sim17Sub041,sim17Sub042,sim17Sub043,sim17Sub044,sim17Sub045,sim17Sub046,sim17Sub047,sim17Sub048,sim17Sub049,sim17Sub050
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diff --git a/1_individual_methods_analysis/sim17/Combined_data_37.csv b/1_individual_methods_analysis/sim17/Combined_data_37.csv
new file mode 100644
index 0000000..47b5eb4
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_37.csv
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diff --git a/1_individual_methods_analysis/sim17/Combined_data_73.csv b/1_individual_methods_analysis/sim17/Combined_data_73.csv
new file mode 100644
index 0000000..47b5eb4
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim17/Combined_data_equal.csv b/1_individual_methods_analysis/sim17/Combined_data_equal.csv
new file mode 100644
index 0000000..6a47208
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim17/Combined_data_median_37.csv b/1_individual_methods_analysis/sim17/Combined_data_median_37.csv
new file mode 100644
index 0000000..5c8aeed
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.789217058222676
+2,AS,0.789547497446374
+3,BCohF,0.953104895104895
+4,BCohW,0
+5,BCorrD,0.899050051072523
+6,BCorrU,0.919342657342657
+7,BH2D,0.803643513789581
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+12,BTED,0.783035750766088
+13,BTEU,0.800224719101124
+14,COH1,0.807041958041958
+15,COH2,0.797244755244755
+16,DC1,0.794273237997957
+17,dDTF,0.825812053115424
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+19,ffDTF,0.789063840653728
+20,Genie,0.903723186925434
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+22,GPDC,0.783035750766088
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+40,Smvar,0.740762237762238
+41,Tigress,0.968988253319714
diff --git a/1_individual_methods_analysis/sim17/Combined_data_median_73.csv b/1_individual_methods_analysis/sim17/Combined_data_median_73.csv
new file mode 100644
index 0000000..5c8aeed
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.789217058222676
+2,AS,0.789547497446374
+3,BCohF,0.953104895104895
+4,BCohW,0
+5,BCorrD,0.899050051072523
+6,BCorrU,0.919342657342657
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+12,BTED,0.783035750766088
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+16,DC1,0.794273237997957
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diff --git a/1_individual_methods_analysis/sim17/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim17/Combined_data_median_equal.csv
new file mode 100644
index 0000000..753323f
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.721302349336057
+2,AS,0.722579162410623
+3,BCohF,0.959848484848485
+4,BCohW,0
+5,BCorrD,0.898416751787538
+6,BCorrU,0.924114219114219
+7,BH2D,0.744305413687436
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+11,BMITU,0.686666666666667
+12,BTED,0.710651174668029
+13,BTEU,0.735750766087845
+14,COH1,0.794079254079254
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diff --git a/1_individual_methods_analysis/sim17/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim17/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..bf09eeb
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.89
+2,AS,0.89
+3,BCohF,0.94
+4,BCohW,0
+5,BCorrD,0.9
+6,BCorrU,0.92
+7,BH2D,0.89
+8,BH2U,0.8
+9,BMITD1,0.89
+10,BMITD2,0.89
+11,BMITU,0.78
+12,BTED,0.89
+13,BTEU,0.89
+14,COH1,0.82
+15,COH2,0.82
+16,DC1,0.89
+17,dDTF,0.89
+18,DTF,0.89
+19,ffDTF,0.89
+20,Genie,0.9
+21,GGC,0.89
+22,GPDC,0.89
+23,hmvar,0.89
+24,MVAR,0.89
+25,oPDCF,0.89
+26,pCOH1,0.82
+27,pCOH2,0.82
+28,PCohF,0.96
+29,PCohW,0
+30,PCorrD,0.91
+31,PCorrU,0.78
+32,PDC,0.89
+33,PH2D,0.89
+34,PH2U,0.78
+35,PMITD1,0.89
+36,PMITD2,0.89
+37,PMITU,0.8
+38,PTED,0.89
+39,PTEU,0.89
+40,Smvar,0.8
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim17/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim17/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..da3b79a
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.552604698672114
+2,AS,0.554136874361594
+3,BCohF,0.973193473193473
+4,BCohW,0
+5,BCorrD,0.893513789581205
+6,BCorrU,0.927156177156177
+7,BH2D,0.598314606741573
+8,BH2U,0.739510489510489
+9,BMITD1,0.589632277834525
+10,BMITD2,0.594228804902962
+11,BMITU,0.590909090909091
+12,BTED,0.524514811031665
+13,BTEU,0.57150153217569
+14,COH1,0.758449883449884
+15,COH2,0.75
+16,DC1,0.562819203268641
+17,dDTF,0.670582226762002
+18,DTF,0.548008171603677
+19,ffDTF,0.550817160367722
+20,Genie,0.91317671092952
+21,GGC,0.469867211440245
+22,GPDC,0.533452502553626
+23,hmvar,0.567160367722165
+24,MVAR,0.551327885597549
+25,oPDCF,0.548518896833504
+26,pCOH1,0.734265734265734
+27,pCOH2,0.734265734265734
+28,PCohF,0.980769230769231
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+31,PCorrU,0.565850815850816
+32,PDC,0.542900919305414
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+34,PH2U,0.598484848484848
+35,PMITD1,0.643003064351379
+36,PMITD2,0.632022471910112
+37,PMITU,0.648601398601399
+38,PTED,0.529622063329928
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+40,Smvar,0.61072261072261
+41,Tigress,0.983656792645557
diff --git a/1_individual_methods_analysis/sim17/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim17/Combined_data_sums_37.csv
new file mode 100644
index 0000000..497d3eb
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.4193718079673
+2,AS,39.4445086823289
+3,BCohF,47.6523636363636
+4,BCohW,0
+5,BCorrD,44.8243830439224
+6,BCorrU,46.0069370629371
+7,BH2D,40.2045250255363
+8,BH2U,39.2372447552448
+9,BMITD1,40.1594218590398
+10,BMITD2,40.2600469867211
+11,BMITU,36.5397762237762
+12,BTED,39.2711716036772
+13,BTEU,39.753480081716
+14,COH1,40.2559300699301
+15,COH2,39.9482657342657
+16,DC1,39.6162747701736
+17,dDTF,41.317342185904
+18,DTF,39.5281654749745
+19,ffDTF,39.5125372829418
+20,Genie,45.1752604698672
+21,GGC,38.3445413687436
+22,GPDC,39.3301031664964
+23,hmvar,39.4994085801839
+24,MVAR,39.4929346271706
+25,oPDCF,39.2320347293156
+26,pCOH1,40.0179090909091
+27,pCOH2,40.0180839160839
+28,PCohF,48.1345454545455
+29,PCohW,0
+30,PCorrD,44.9194126659857
+31,PCorrU,36.0216223776224
+32,PDC,39.223253319714
+33,PH2D,39.8688253319714
+34,PH2U,36.5495664335664
+35,PMITD1,40.9765679264556
+36,PMITD2,40.8276792645557
+37,PMITU,37.6423636363636
+38,PTED,39.4084065372829
+39,PTEU,39.7635168539326
+40,Smvar,37.0925944055944
+41,Tigress,48.4660561797753
diff --git a/1_individual_methods_analysis/sim17/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim17/Combined_data_sums_73.csv
new file mode 100644
index 0000000..497d3eb
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.4193718079673
+2,AS,39.4445086823289
+3,BCohF,47.6523636363636
+4,BCohW,0
+5,BCorrD,44.8243830439224
+6,BCorrU,46.0069370629371
+7,BH2D,40.2045250255363
+8,BH2U,39.2372447552448
+9,BMITD1,40.1594218590398
+10,BMITD2,40.2600469867211
+11,BMITU,36.5397762237762
+12,BTED,39.2711716036772
+13,BTEU,39.753480081716
+14,COH1,40.2559300699301
+15,COH2,39.9482657342657
+16,DC1,39.6162747701736
+17,dDTF,41.317342185904
+18,DTF,39.5281654749745
+19,ffDTF,39.5125372829418
+20,Genie,45.1752604698672
+21,GGC,38.3445413687436
+22,GPDC,39.3301031664964
+23,hmvar,39.4994085801839
+24,MVAR,39.4929346271706
+25,oPDCF,39.2320347293156
+26,pCOH1,40.0179090909091
+27,pCOH2,40.0180839160839
+28,PCohF,48.1345454545455
+29,PCohW,0
+30,PCorrD,44.9194126659857
+31,PCorrU,36.0216223776224
+32,PDC,39.223253319714
+33,PH2D,39.8688253319714
+34,PH2U,36.5495664335664
+35,PMITD1,40.9765679264556
+36,PMITD2,40.8276792645557
+37,PMITU,37.6423636363636
+38,PTED,39.4084065372829
+39,PTEU,39.7635168539326
+40,Smvar,37.0925944055944
+41,Tigress,48.4660561797753
diff --git a/1_individual_methods_analysis/sim17/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim17/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..955deb1
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.9989530132789
+2,AS,36.0208478038815
+3,BCohF,47.8339393939394
+4,BCohW,0
+5,BCorrD,44.6606384065373
+6,BCorrU,46.0648951048951
+7,BH2D,37.2742083758938
+8,BH2U,38.5554079254079
+9,BMITD1,37.2123697650664
+10,BMITD2,37.3534116445352
+11,BMITU,34.6462937062937
+12,BTED,35.7252860061287
+13,BTEU,36.4624668028601
+14,COH1,39.6065501165501
+15,COH2,39.2337762237762
+16,DC1,36.2871246169561
+17,dDTF,39.0222369765066
+18,DTF,36.1602757916241
+19,ffDTF,36.134228804903
+20,Genie,45.2254341164454
+21,GGC,34.227568947906
+22,GPDC,35.8368386108274
+23,hmvar,36.1190143003064
+24,MVAR,36.081557711951
+25,oPDCF,35.693391215526
+26,pCOH1,39.1231818181818
+27,pCOH2,39.1234731934732
+28,PCohF,48.2909090909091
+29,PCohW,0
+30,PCorrD,44.6323544433095
+31,PCorrU,33.7560372960373
+32,PDC,35.67208886619
+33,PH2D,36.714708886619
+34,PH2U,34.6626107226107
+35,PMITD1,38.4942798774259
+36,PMITD2,38.2727987742594
+37,PMITU,36.0172727272727
+38,PTED,35.9473442288049
+39,PTEU,36.5325280898876
+40,Smvar,35.214324009324
+41,Tigress,48.6234269662921
diff --git a/1_individual_methods_analysis/sim17/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim17/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..b0b1542
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,44.55
+2,AS,44.58
+3,BCohF,47.38
+4,BCohW,0
+5,BCorrD,45.07
+6,BCorrU,45.92
+7,BH2D,44.6
+8,BH2U,40.26
+9,BMITD1,44.58
+10,BMITD2,44.62
+11,BMITU,39.38
+12,BTED,44.59
+13,BTEU,44.69
+14,COH1,41.23
+15,COH2,41.02
+16,DC1,44.61
+17,dDTF,44.76
+18,DTF,44.58
+19,ffDTF,44.58
+20,Genie,45.1
+21,GGC,44.52
+22,GPDC,44.57
+23,hmvar,44.57
+24,MVAR,44.61
+25,oPDCF,44.54
+26,pCOH1,41.36
+27,pCOH2,41.36
+28,PCohF,47.9
+29,PCohW,0
+30,PCorrD,45.35
+31,PCorrU,39.42
+32,PDC,44.55
+33,PH2D,44.6
+34,PH2U,39.38
+35,PMITD1,44.7
+36,PMITD2,44.66
+37,PMITU,40.08
+38,PTED,44.6
+39,PTEU,44.61
+40,Smvar,39.91
+41,Tigress,48.23
diff --git a/1_individual_methods_analysis/sim17/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim17/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..97850ad
--- /dev/null
+++ b/1_individual_methods_analysis/sim17/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,27.4479060265577
+2,AS,27.461695607763
+3,BCohF,48.2878787878788
+4,BCohW,0
+5,BCorrD,44.2512768130746
+6,BCorrU,46.2097902097902
+7,BH2D,29.9484167517875
+8,BH2U,36.8508158508159
+9,BMITD1,29.8447395301328
+10,BMITD2,30.0868232890705
+11,BMITU,29.9125874125874
+12,BTED,26.8605720122574
+13,BTEU,28.2349336057201
+14,COH1,37.9831002331002
+15,COH2,37.4475524475524
+16,DC1,27.9642492339122
+17,dDTF,33.2844739530133
+18,DTF,27.7405515832482
+19,ffDTF,27.6884576098059
+20,Genie,45.3508682328907
+21,GGC,23.9351378958121
+22,GPDC,27.1036772216547
+23,hmvar,27.6680286006129
+24,MVAR,27.5531154239019
+25,oPDCF,26.8467824310521
+26,pCOH1,36.8863636363636
+27,pCOH2,36.8869463869464
+28,PCohF,48.6818181818182
+29,PCohW,0
+30,PCorrD,43.914708886619
+31,PCorrU,28.0920745920746
+32,PDC,26.79417773238
+33,PH2D,28.829417773238
+34,PH2U,29.9452214452214
+35,PMITD1,32.2885597548519
+36,PMITD2,31.8855975485189
+37,PMITU,31.9545454545455
+38,PTED,27.2946884576098
+39,PTEU,28.4550561797753
+40,Smvar,30.518648018648
+41,Tigress,49.0168539325843
diff --git a/1_individual_methods_analysis/sim18/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim18/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..bd59211
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim18Sub001,sim18Sub002,sim18Sub003,sim18Sub004,sim18Sub005,sim18Sub006,sim18Sub007,sim18Sub008,sim18Sub009,sim18Sub010,sim18Sub011,sim18Sub012,sim18Sub013,sim18Sub014,sim18Sub015,sim18Sub016,sim18Sub017,sim18Sub018,sim18Sub019,sim18Sub020,sim18Sub021,sim18Sub022,sim18Sub023,sim18Sub024,sim18Sub025,sim18Sub026,sim18Sub027,sim18Sub028,sim18Sub029,sim18Sub030,sim18Sub031,sim18Sub032,sim18Sub033,sim18Sub034,sim18Sub035,sim18Sub036,sim18Sub037,sim18Sub038,sim18Sub039,sim18Sub040,sim18Sub041,sim18Sub042,sim18Sub043,sim18Sub044,sim18Sub045,sim18Sub046,sim18Sub047,sim18Sub048,sim18Sub049,sim18Sub050
+1,Af,0.8,0.84,0.88,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8
+2,AS,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.92,0.88,0.88,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84
+3,BCohF,1,0.84,0.84,1,0.92,0.84,0.92,1,0.84,0.92,1,0.92,1,0.92,0.92,0.84,0.92,0.84,0.92,0.92,0.76,0.84,0.92,0.92,0.84,0.84,0.92,0.92,0.84,0.76,0.84,0.92,1,0.92,0.84,1,1,0.92,0.92,1,1,1,0.92,0.76,0.84,0.84,1,0.92,0.92,1
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.8,0.88,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.92,0.88,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.88,0.84,0.88,0.84,0.8,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.84
+6,BCorrU,1,0.92,0.84,1,0.92,0.84,0.84,0.92,1,0.92,0.84,1,1,0.92,0.92,0.76,0.92,0.84,0.92,0.92,0.76,0.84,0.92,0.92,0.84,0.84,1,0.92,0.92,0.76,0.84,0.84,0.92,0.92,0.84,0.92,0.84,1,1,0.84,0.92,1,0.84,0.76,0.76,0.92,0.92,0.84,0.92,0.92
+7,BH2D,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84
+8,BH2U,0.76,1,0.92,0.92,0.92,0.84,0.84,0.68,0.84,0.76,0.92,0.6,0.84,0.76,0.68,0.92,0.68,0.92,0.68,0.76,0.68,0.6,0.84,0.68,0.84,0.84,0.76,0.68,0.92,0.76,0.92,0.92,0.6,0.76,0.68,0.76,0.76,0.92,0.92,0.84,0.76,0.84,0.68,0.68,0.68,0.68,0.76,0.76,0.76,0.84
+9,BMITD1,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.88,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+10,BMITD2,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+11,BMITU,0.76,0.68,0.68,0.76,0.68,0.76,0.68,0.76,0.68,0.68,0.68,0.68,0.76,0.76,0.68,0.68,0.68,0.68,0.68,0.76,0.84,0.68,0.6,0.68,0.76,0.76,0.76,0.76,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.68,0.68,0.76,0.76,0.68,0.68,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68
+12,BTED,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8
+13,BTEU,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84
+14,COH1,0.76,0.84,0.76,0.92,0.84,0.92,0.76,0.84,0.84,0.84,0.84,1,0.92,0.68,0.84,0.76,0.68,0.84,1,0.84,0.68,0.92,0.76,0.84,0.84,0.68,0.84,0.92,1,0.76,0.76,0.84,0.84,0.92,0.76,1,0.68,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.68,1,0.76,0.84,0.84,0.76
+15,COH2,0.68,0.76,0.84,0.84,0.76,0.84,0.76,0.84,0.76,0.76,0.76,0.84,1,0.76,0.76,0.76,0.76,0.68,0.92,0.76,0.68,0.76,0.76,0.68,0.84,0.6,0.76,0.92,0.92,0.76,0.68,0.68,0.84,0.92,0.68,0.92,0.6,0.84,0.76,0.76,0.84,0.68,0.68,0.76,0.68,1,0.68,0.84,0.76,0.68
+16,DC1,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.92,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.92,0.8,0.92,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8
+17,dDTF,0.8,0.8,0.88,0.84,0.88,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.92,0.8,0.84,0.84,0.84,0.84,0.92,0.84,0.88,0.8,0.96,0.8,0.88,0.8,0.8,0.88,0.8
+18,DTF,0.8,0.8,0.84,0.88,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8
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+20,Genie,0.8,0.84,0.88,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.88,0.8,0.84,0.84,0.88,0.8,0.84,0.84,0.8,0.84,0.84,0.88,0.84,0.8,0.84,0.84,0.84,0.88,0.84,0.84
+21,GGC,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.84,0.8
+22,GPDC,0.8,0.88,0.8,0.84,0.92,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.88,0.8,0.8,0.8,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.88,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8
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+26,pCOH1,0.68,0.76,0.84,0.84,0.92,0.84,0.68,0.76,0.92,0.68,0.6,0.84,0.84,0.84,0.84,0.76,0.76,0.84,0.92,0.84,0.68,0.76,0.76,0.84,0.76,0.76,0.92,0.92,0.92,0.84,0.68,0.68,0.68,0.92,0.6,0.92,0.76,0.84,0.84,0.84,0.76,0.92,0.76,0.76,0.68,0.84,0.84,0.76,0.84,0.76
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+28,PCohF,1,1,0.84,1,0.92,0.84,1,1,1,0.92,1,0.92,1,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.84,0.84,0.84,1,0.84,0.84,0.92,0.92,0.84,0.84,0.84,0.92,1,0.92,0.84,1,1,1,1,1,1,1,0.92,0.76,1,0.84,1,0.84,0.92,1
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diff --git a/1_individual_methods_analysis/sim18/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim18/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..c5f35c6
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim18/Combined_data_37.csv b/1_individual_methods_analysis/sim18/Combined_data_37.csv
new file mode 100644
index 0000000..fa340c5
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim18/Combined_data_73.csv b/1_individual_methods_analysis/sim18/Combined_data_73.csv
new file mode 100644
index 0000000..fa340c5
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim18/Combined_data_equal.csv b/1_individual_methods_analysis/sim18/Combined_data_equal.csv
new file mode 100644
index 0000000..e699324
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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+40,0.786666666666667,0.773333333333333,0.84,0.933333333333334,0.76,0.786666666666667,0.78,0.746666666666666,0.76,0.76,0.746666666666666,0.72,0.826666666666666,0.826666666666666,0.833333333333333,0.726666666666667,0.693333333333334,0.786666666666667,0.946666666666667,0.766666666666666,0.746666666666666,0.933333333333334,0.746666666666666,0.773333333333333,0.74,0.72,0.746666666666666,0.893333333333334,0.933333333333334,0.733333333333334,0.713333333333333,0.733333333333334,0.76,0.92,0.746666666666666,0.82,0.726666666666667,0.83,0.873333333333334,0.773333333333333,0.94,0.826666666666666,0.8,0.786666666666667,0.666666666666667,0.84,0.7,0.826666666666666,0.746666666666666,0.78
+41,0.97,0.935,0.975,0.9775,1,0.965,0.9575,0.97,1,0.97,0.96,0.955,0.925,0.965,0.97,0.87,1,0.97,0.965,0.905,0.925,0.9225,0.96,0.955,0.9375,1,0.97,0.975,1,0.965,0.975,0.955,0.965,0.965,0.935,0.965,0.96,0.97,0.97,0.9725,0.965,0.965,0.9775,0.935,0.97,0.925,0.97,0.975,0.9375,0.97
diff --git a/1_individual_methods_analysis/sim18/Combined_data_median_37.csv b/1_individual_methods_analysis/sim18/Combined_data_median_37.csv
new file mode 100644
index 0000000..5856a2a
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.755
+2,AS,0.76525
+3,BCohF,0.924
+4,BCohW,0
+5,BCorrD,0.83925
+6,BCorrU,0.914
+7,BH2D,0.763
+8,BH2U,0.766
+9,BMITD1,0.75425
+10,BMITD2,0.758
+11,BMITU,0.678
+12,BTED,0.754
+13,BTEU,0.77125
+14,COH1,0.846
+15,COH2,0.756
+16,DC1,0.757
+17,dDTF,0.793
+18,DTF,0.76475
+19,ffDTF,0.766
+20,Genie,0.8355
+21,GGC,0.749
+22,GPDC,0.746
+23,hmvar,0.7655
+24,MVAR,0.76325
+25,oPDCF,0.75125
+26,pCOH1,0.808
+27,pCOH2,0.808
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.76
+32,PDC,0.75275
+33,PH2D,0.7585
+34,PH2U,0.748
+35,PMITD1,0.7565
+36,PMITD2,0.75875
+37,PMITU,0.684
+38,PTED,0.757
+39,PTEU,0.77575
+40,Smvar,0.768
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim18/Combined_data_median_73.csv b/1_individual_methods_analysis/sim18/Combined_data_median_73.csv
new file mode 100644
index 0000000..5856a2a
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.755
+2,AS,0.76525
+3,BCohF,0.924
+4,BCohW,0
+5,BCorrD,0.83925
+6,BCorrU,0.914
+7,BH2D,0.763
+8,BH2U,0.766
+9,BMITD1,0.75425
+10,BMITD2,0.758
+11,BMITU,0.678
+12,BTED,0.754
+13,BTEU,0.77125
+14,COH1,0.846
+15,COH2,0.756
+16,DC1,0.757
+17,dDTF,0.793
+18,DTF,0.76475
+19,ffDTF,0.766
+20,Genie,0.8355
+21,GGC,0.749
+22,GPDC,0.746
+23,hmvar,0.7655
+24,MVAR,0.76325
+25,oPDCF,0.75125
+26,pCOH1,0.808
+27,pCOH2,0.808
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.76
+32,PDC,0.75275
+33,PH2D,0.7585
+34,PH2U,0.748
+35,PMITD1,0.7565
+36,PMITD2,0.75875
+37,PMITU,0.684
+38,PTED,0.757
+39,PTEU,0.77575
+40,Smvar,0.768
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim18/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim18/Combined_data_median_equal.csv
new file mode 100644
index 0000000..b7ed779
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.72125
+2,AS,0.7325
+3,BCohF,0.926666666666667
+4,BCohW,0
+5,BCorrD,0.8375
+6,BCorrU,0.91
+7,BH2D,0.73375
+8,BH2U,0.77
+9,BMITD1,0.7175
+10,BMITD2,0.7175
+11,BMITU,0.676666666666667
+12,BTED,0.71125
+13,BTEU,0.735
+14,COH1,0.85
+15,COH2,0.753333333333334
+16,DC1,0.71625
+17,dDTF,0.77875
+18,DTF,0.73375
+19,ffDTF,0.73125
+20,Genie,0.8325
+21,GGC,0.7125
+22,GPDC,0.71
+23,hmvar,0.74125
+24,MVAR,0.73125
+25,oPDCF,0.71875
+26,pCOH1,0.786666666666666
+27,pCOH2,0.786666666666666
+28,PCohF,0.933333333333334
+29,PCohW,0
+30,PCorrD,0.85
+31,PCorrU,0.76
+32,PDC,0.72125
+33,PH2D,0.72625
+34,PH2U,0.74
+35,PMITD1,0.725
+36,PMITD2,0.725
+37,PMITU,0.686666666666667
+38,PTED,0.715
+39,PTEU,0.74875
+40,Smvar,0.773333333333333
+41,Tigress,0.965
diff --git a/1_individual_methods_analysis/sim18/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim18/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..7f675c4
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.92
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim18/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim18/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..a379d62
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6375
+2,AS,0.6575
+3,BCohF,0.933333333333333
+4,BCohW,0
+5,BCorrD,0.8275
+6,BCorrU,0.92
+7,BH2D,0.655
+8,BH2U,0.766666666666666
+9,BMITD1,0.6325
+10,BMITD2,0.625
+11,BMITU,0.666666666666667
+12,BTED,0.62
+13,BTEU,0.66
+14,COH1,0.86
+15,COH2,0.74
+16,DC1,0.6275
+17,dDTF,0.715
+18,DTF,0.6525
+19,ffDTF,0.6575
+20,Genie,0.83
+21,GGC,0.6075
+22,GPDC,0.62
+23,hmvar,0.68
+24,MVAR,0.64
+25,oPDCF,0.6375
+26,pCOH1,0.786666666666667
+27,pCOH2,0.786666666666667
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.85
+31,PCorrU,0.76
+32,PDC,0.6425
+33,PH2D,0.64
+34,PH2U,0.72
+35,PMITD1,0.6425
+36,PMITD2,0.645
+37,PMITU,0.68
+38,PTED,0.6275
+39,PTEU,0.675
+40,Smvar,0.786666666666667
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim18/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim18/Combined_data_sums_37.csv
new file mode 100644
index 0000000..8e018f2
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.0705
+2,AS,38.5045
+3,BCohF,45.72
+4,BCohW,0
+5,BCorrD,41.9785
+6,BCorrU,44.992
+7,BH2D,38.265
+8,BH2U,39.036
+9,BMITD1,37.897
+10,BMITD2,37.821
+11,BMITU,34.708
+12,BTED,37.982
+13,BTEU,38.607
+14,COH1,41.648
+15,COH2,38.392
+16,DC1,38.3345
+17,dDTF,39.7755
+18,DTF,38.309
+19,ffDTF,38.367
+20,Genie,41.578
+21,GGC,37.6265
+22,GPDC,38.1175
+23,hmvar,38.365
+24,MVAR,38.3195
+25,oPDCF,37.9365
+26,pCOH1,39.656
+27,pCOH2,39.656
+28,PCohF,46.564
+29,PCohW,0
+30,PCorrD,42.554
+31,PCorrU,38.46
+32,PDC,37.978
+33,PH2D,38.229
+34,PH2U,37.918
+35,PMITD1,38.036
+36,PMITD2,37.907
+37,PMITU,35.4
+38,PTED,38.1915
+39,PTEU,38.694
+40,Smvar,39.65
+41,Tigress,47.8785
diff --git a/1_individual_methods_analysis/sim18/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim18/Combined_data_sums_73.csv
new file mode 100644
index 0000000..8e018f2
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.0705
+2,AS,38.5045
+3,BCohF,45.72
+4,BCohW,0
+5,BCorrD,41.9785
+6,BCorrU,44.992
+7,BH2D,38.265
+8,BH2U,39.036
+9,BMITD1,37.897
+10,BMITD2,37.821
+11,BMITU,34.708
+12,BTED,37.982
+13,BTEU,38.607
+14,COH1,41.648
+15,COH2,38.392
+16,DC1,38.3345
+17,dDTF,39.7755
+18,DTF,38.309
+19,ffDTF,38.367
+20,Genie,41.578
+21,GGC,37.6265
+22,GPDC,38.1175
+23,hmvar,38.365
+24,MVAR,38.3195
+25,oPDCF,37.9365
+26,pCOH1,39.656
+27,pCOH2,39.656
+28,PCohF,46.564
+29,PCohW,0
+30,PCorrD,42.554
+31,PCorrU,38.46
+32,PDC,37.978
+33,PH2D,38.229
+34,PH2U,37.918
+35,PMITD1,38.036
+36,PMITD2,37.907
+37,PMITU,35.4
+38,PTED,38.1915
+39,PTEU,38.694
+40,Smvar,39.65
+41,Tigress,47.8785
diff --git a/1_individual_methods_analysis/sim18/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim18/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..4cb92b8
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.2775
+2,AS,36.7075
+3,BCohF,45.9066666666667
+4,BCohW,0
+5,BCorrD,41.7775
+6,BCorrU,45.1733333333333
+7,BH2D,36.575
+8,BH2U,38.82
+9,BMITD1,36.015
+10,BMITD2,35.915
+11,BMITU,34.3266666666667
+12,BTED,36.05
+13,BTEU,36.985
+14,COH1,41.7333333333333
+15,COH2,38.12
+16,DC1,36.4775
+17,dDTF,38.4525
+18,DTF,36.515
+19,ffDTF,36.585
+20,Genie,41.43
+21,GGC,35.6175
+22,GPDC,36.2225
+23,hmvar,36.555
+24,MVAR,36.5325
+25,oPDCF,36.1075
+26,pCOH1,39.5333333333333
+27,pCOH2,39.5333333333333
+28,PCohF,46.6733333333333
+29,PCohW,0
+30,PCorrD,42.47
+31,PCorrU,38.2866666666667
+32,PDC,36.15
+33,PH2D,36.435
+34,PH2U,37.65
+35,PMITD1,36.3
+36,PMITD2,36.165
+37,PMITU,35.0533333333333
+38,PTED,36.2925
+39,PTEU,37.05
+40,Smvar,39.5766666666667
+41,Tigress,48.0375
diff --git a/1_individual_methods_analysis/sim18/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim18/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..dd7d209
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.76
+2,AS,41.2
+3,BCohF,45.44
+4,BCohW,0
+5,BCorrD,42.28
+6,BCorrU,44.72
+7,BH2D,40.8
+8,BH2U,39.36
+9,BMITD1,40.72
+10,BMITD2,40.68
+11,BMITU,35.28
+12,BTED,40.88
+13,BTEU,41.04
+14,COH1,41.52
+15,COH2,38.8
+16,DC1,41.12
+17,dDTF,41.76
+18,DTF,41
+19,ffDTF,41.04
+20,Genie,41.8
+21,GGC,40.64
+22,GPDC,40.96
+23,hmvar,41.08
+24,MVAR,41
+25,oPDCF,40.68
+26,pCOH1,39.84
+27,pCOH2,39.84
+28,PCohF,46.4
+29,PCohW,0
+30,PCorrD,42.68
+31,PCorrU,38.72
+32,PDC,40.72
+33,PH2D,40.92
+34,PH2U,38.32
+35,PMITD1,40.64
+36,PMITD2,40.52
+37,PMITU,35.92
+38,PTED,41.04
+39,PTEU,41.16
+40,Smvar,39.76
+41,Tigress,47.64
diff --git a/1_individual_methods_analysis/sim18/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim18/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..4ba99da
--- /dev/null
+++ b/1_individual_methods_analysis/sim18/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.795
+2,AS,32.215
+3,BCohF,46.3733333333333
+4,BCohW,0
+5,BCorrD,41.275
+6,BCorrU,45.6266666666667
+7,BH2D,32.35
+8,BH2U,38.28
+9,BMITD1,31.31
+10,BMITD2,31.15
+11,BMITU,33.3733333333333
+12,BTED,31.22
+13,BTEU,32.93
+14,COH1,41.9466666666667
+15,COH2,37.44
+16,DC1,31.835
+17,dDTF,35.145
+18,DTF,32.03
+19,ffDTF,32.13
+20,Genie,41.06
+21,GGC,30.595
+22,GPDC,31.485
+23,hmvar,32.03
+24,MVAR,32.065
+25,oPDCF,31.535
+26,pCOH1,39.2266666666667
+27,pCOH2,39.2266666666667
+28,PCohF,46.9466666666667
+29,PCohW,0
+30,PCorrD,42.26
+31,PCorrU,37.8533333333333
+32,PDC,31.58
+33,PH2D,31.95
+34,PH2U,36.98
+35,PMITD1,31.96
+36,PMITD2,31.81
+37,PMITU,34.1866666666667
+38,PTED,31.545
+39,PTEU,32.94
+40,Smvar,39.3933333333333
+41,Tigress,48.435
diff --git a/1_individual_methods_analysis/sim19/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim19/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..ed95849
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim19Sub001,sim19Sub002,sim19Sub003,sim19Sub004,sim19Sub005,sim19Sub006,sim19Sub007,sim19Sub008,sim19Sub009,sim19Sub010,sim19Sub011,sim19Sub012,sim19Sub013,sim19Sub014,sim19Sub015,sim19Sub016,sim19Sub017,sim19Sub018,sim19Sub019,sim19Sub020,sim19Sub021,sim19Sub022,sim19Sub023,sim19Sub024,sim19Sub025,sim19Sub026,sim19Sub027,sim19Sub028,sim19Sub029,sim19Sub030,sim19Sub031,sim19Sub032,sim19Sub033,sim19Sub034,sim19Sub035,sim19Sub036,sim19Sub037,sim19Sub038,sim19Sub039,sim19Sub040,sim19Sub041,sim19Sub042,sim19Sub043,sim19Sub044,sim19Sub045,sim19Sub046,sim19Sub047,sim19Sub048,sim19Sub049,sim19Sub050
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+2,AS,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8
+3,BCohF,0.92,0.92,0.84,1,0.84,1,0.92,0.84,0.92,0.92,0.92,1,0.92,0.92,0.92,0.76,1,0.92,0.84,0.84,1,0.92,0.84,0.84,0.84,0.84,1,1,0.92,0.92,0.84,1,0.92,0.84,1,0.92,0.92,1,1,0.92,1,0.76,0.92,0.84,0.84,0.92,0.92,0.92,0.92,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.8,0.8,0.84,0.88,0.84,0.8,0.84,0.8,0.88,0.8,0.92,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.88,0.84,0.84,0.8,0.84,0.8,0.88,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.88,0.88,0.8,0.84,0.84,0.84
+6,BCorrU,0.76,0.76,0.76,0.84,0.76,0.92,0.84,0.84,0.84,1,0.84,0.92,0.92,0.76,0.84,0.68,0.92,0.84,0.92,0.76,0.92,0.92,0.76,0.92,0.84,0.84,0.92,0.92,0.92,0.92,0.92,0.84,0.84,0.84,1,0.84,0.84,0.84,0.92,0.92,0.92,0.84,0.92,0.84,0.76,1,0.84,0.84,0.84,0.84
+7,BH2D,0.8,0.84,0.8,0.84,0.84,0.88,0.8,0.84,0.8,0.84,0.84,0.88,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84
+8,BH2U,0.76,0.76,0.76,0.84,0.76,0.84,0.84,0.84,0.92,0.76,0.84,0.84,0.92,0.84,0.76,0.68,0.84,0.84,0.84,0.84,0.92,0.92,0.68,0.84,0.84,0.84,0.84,0.92,0.84,0.92,0.76,0.76,0.84,0.68,0.92,0.84,0.76,0.76,0.92,0.84,0.84,0.84,0.92,0.84,0.76,1,0.84,0.84,0.76,0.76
+9,BMITD1,0.84,0.8,0.8,0.88,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.88,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84
+10,BMITD2,0.84,0.8,0.8,0.88,0.84,0.8,0.8,0.84,0.88,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84
+11,BMITU,0.76,0.84,0.76,0.76,0.76,0.84,0.84,0.76,0.84,0.68,0.76,0.84,0.92,0.76,0.76,0.84,0.84,0.76,0.76,0.76,1,0.76,0.84,0.84,0.84,0.76,0.76,0.92,0.84,0.84,0.84,0.76,0.84,0.68,0.84,0.76,0.76,0.76,0.76,0.76,0.84,0.84,0.76,0.76,0.68,0.92,0.92,1,0.76,0.76
+12,BTED,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8
+13,BTEU,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+14,COH1,0.84,0.92,0.84,0.92,0.68,0.92,0.76,1,0.84,1,0.76,0.84,0.76,0.84,0.84,0.84,0.92,0.76,0.92,0.84,0.84,0.92,0.84,0.84,0.76,0.84,0.92,1,0.92,0.84,1,0.76,0.92,0.76,0.84,0.76,0.84,0.92,0.84,0.84,0.84,0.84,0.92,0.84,0.84,1,0.84,0.84,0.84,0.92
+15,COH2,0.84,0.84,0.92,0.92,0.68,0.84,0.76,1,0.84,1,0.76,0.92,0.84,0.76,0.92,0.92,0.92,0.84,0.92,0.92,0.84,0.92,0.84,0.76,0.76,0.84,0.92,0.92,0.76,0.76,0.76,0.76,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.92,0.76,0.76,0.84,0.84,0.76,0.92,0.84,0.84,0.92,1
+16,DC1,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.88,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8
+17,dDTF,0.84,0.84,0.88,0.8,0.8,0.84,0.88,0.84,0.84,0.84,0.84,0.92,0.84,0.84,0.8,0.84,0.88,0.88,0.84,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.92,0.8,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.88
+18,DTF,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8
+19,ffDTF,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8
+20,Genie,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.88,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.88,0.84,0.88,0.88,0.88,0.84,0.84,0.88,0.8,0.84,0.8,0.84,0.88,0.88,0.8,0.88,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.84,0.84,0.84
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+22,GPDC,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.92,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.84,0.8,0.88,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.8
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+28,PCohF,0.92,0.92,0.92,0.92,0.92,1,1,0.92,0.92,1,1,0.92,1,0.92,0.92,0.76,0.92,0.84,0.84,0.84,1,0.92,0.92,0.92,0.84,0.92,1,1,0.92,0.92,0.84,1,1,0.84,0.92,0.92,0.92,1,1,0.76,1,0.84,0.92,0.92,0.76,0.84,1,0.92,0.92,1
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+30,PCorrD,0.84,0.84,0.92,0.96,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84
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diff --git a/1_individual_methods_analysis/sim19/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim19/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..a95ca1b
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim19/Combined_data_37.csv b/1_individual_methods_analysis/sim19/Combined_data_37.csv
new file mode 100644
index 0000000..2e4af88
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim19/Combined_data_73.csv b/1_individual_methods_analysis/sim19/Combined_data_73.csv
new file mode 100644
index 0000000..2e4af88
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim19/Combined_data_equal.csv b/1_individual_methods_analysis/sim19/Combined_data_equal.csv
new file mode 100644
index 0000000..6b8be33
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim19/Combined_data_median_37.csv b/1_individual_methods_analysis/sim19/Combined_data_median_37.csv
new file mode 100644
index 0000000..75d729d
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7445
+2,AS,0.75325
+3,BCohF,0.926
+4,BCohW,0
+5,BCorrD,0.81875
+6,BCorrU,0.854
+7,BH2D,0.7855
+8,BH2U,0.842
+9,BMITD1,0.7935
+10,BMITD2,0.7935
+11,BMITU,0.794
+12,BTED,0.755
+13,BTEU,0.813
+14,COH1,0.856
+15,COH2,0.856
+16,DC1,0.763
+17,dDTF,0.836
+18,DTF,0.7505
+19,ffDTF,0.74525
+20,Genie,0.83325
+21,GGC,0.68225
+22,GPDC,0.772
+23,hmvar,0.73825
+24,MVAR,0.752
+25,oPDCF,0.75425
+26,pCOH1,0.93
+27,pCOH2,0.93
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.78175
+31,PCorrU,0.714
+32,PDC,0.7595
+33,PH2D,0.76025
+34,PH2U,0.666
+35,PMITD1,0.819
+36,PMITD2,0.8265
+37,PMITU,0.928
+38,PTED,0.77425
+39,PTEU,0.786
+40,Smvar,0.744
+41,Tigress,0.96675
diff --git a/1_individual_methods_analysis/sim19/Combined_data_median_73.csv b/1_individual_methods_analysis/sim19/Combined_data_median_73.csv
new file mode 100644
index 0000000..75d729d
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7445
+2,AS,0.75325
+3,BCohF,0.926
+4,BCohW,0
+5,BCorrD,0.81875
+6,BCorrU,0.854
+7,BH2D,0.7855
+8,BH2U,0.842
+9,BMITD1,0.7935
+10,BMITD2,0.7935
+11,BMITU,0.794
+12,BTED,0.755
+13,BTEU,0.813
+14,COH1,0.856
+15,COH2,0.856
+16,DC1,0.763
+17,dDTF,0.836
+18,DTF,0.7505
+19,ffDTF,0.74525
+20,Genie,0.83325
+21,GGC,0.68225
+22,GPDC,0.772
+23,hmvar,0.73825
+24,MVAR,0.752
+25,oPDCF,0.75425
+26,pCOH1,0.93
+27,pCOH2,0.93
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.78175
+31,PCorrU,0.714
+32,PDC,0.7595
+33,PH2D,0.76025
+34,PH2U,0.666
+35,PMITD1,0.819
+36,PMITD2,0.8265
+37,PMITU,0.928
+38,PTED,0.77425
+39,PTEU,0.786
+40,Smvar,0.744
+41,Tigress,0.96675
diff --git a/1_individual_methods_analysis/sim19/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim19/Combined_data_median_equal.csv
new file mode 100644
index 0000000..545035e
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7075
+2,AS,0.71625
+3,BCohF,0.93
+4,BCohW,0
+5,BCorrD,0.80625
+6,BCorrU,0.863333333333333
+7,BH2D,0.765
+8,BH2U,0.843333333333333
+9,BMITD1,0.7725
+10,BMITD2,0.77
+11,BMITU,0.816666666666667
+12,BTED,0.71625
+13,BTEU,0.795
+14,COH1,0.866666666666666
+15,COH2,0.866666666666666
+16,DC1,0.7325
+17,dDTF,0.82625
+18,DTF,0.7175
+19,ffDTF,0.70375
+20,Genie,0.82625
+21,GGC,0.60375
+22,GPDC,0.75125
+23,hmvar,0.6875
+24,MVAR,0.7075
+25,oPDCF,0.72375
+26,pCOH1,0.936666666666667
+27,pCOH2,0.936666666666667
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.7525
+31,PCorrU,0.706666666666667
+32,PDC,0.73
+33,PH2D,0.73375
+34,PH2U,0.656666666666667
+35,PMITD1,0.8125
+36,PMITD2,0.8175
+37,PMITU,0.933333333333334
+38,PTED,0.74875
+39,PTEU,0.76
+40,Smvar,0.733333333333334
+41,Tigress,0.97125
diff --git a/1_individual_methods_analysis/sim19/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim19/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..7f4622b
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.82
+10,BMITD2,0.84
+11,BMITU,0.76
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.84
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.8
+31,PCorrU,0.72
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.68
+35,PMITD1,0.84
+36,PMITD2,0.84
+37,PMITU,0.92
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim19/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim19/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..abd3d2c
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.615
+2,AS,0.6225
+3,BCohF,0.94
+4,BCohW,0
+5,BCorrD,0.79
+6,BCorrU,0.873333333333334
+7,BH2D,0.7125
+8,BH2U,0.853333333333333
+9,BMITD1,0.7275
+10,BMITD2,0.72
+11,BMITU,0.833333333333333
+12,BTED,0.6275
+13,BTEU,0.75
+14,COH1,0.893333333333333
+15,COH2,0.88
+16,DC1,0.6525
+17,dDTF,0.8125
+18,DTF,0.635
+19,ffDTF,0.605
+20,Genie,0.8175
+21,GGC,0.4075
+22,GPDC,0.6925
+23,hmvar,0.5625
+24,MVAR,0.595
+25,oPDCF,0.645
+26,pCOH1,0.953333333333333
+27,pCOH2,0.953333333333333
+28,PCohF,0.973333333333333
+29,PCohW,0
+30,PCorrD,0.69
+31,PCorrU,0.68
+32,PDC,0.6575
+33,PH2D,0.66
+34,PH2U,0.626666666666667
+35,PMITD1,0.81
+36,PMITD2,0.81
+37,PMITU,0.946666666666667
+38,PTED,0.6825
+39,PTEU,0.69
+40,Smvar,0.706666666666667
+41,Tigress,0.9825
diff --git a/1_individual_methods_analysis/sim19/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim19/Combined_data_sums_37.csv
new file mode 100644
index 0000000..b6fc99a
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.552
+2,AS,37.799
+3,BCohF,45.908
+4,BCohW,0
+5,BCorrD,40.956
+6,BCorrU,43.308
+7,BH2D,39.491
+8,BH2U,41.724
+9,BMITD1,39.721
+10,BMITD2,39.742
+11,BMITU,40.796
+12,BTED,37.738
+13,BTEU,40.2675
+14,COH1,43.384
+15,COH2,43.012
+16,DC1,38.316
+17,dDTF,41.532
+18,DTF,37.44
+19,ffDTF,37.7575
+20,Genie,41.2715
+21,GGC,34.372
+22,GPDC,38.6235
+23,hmvar,37.254
+24,MVAR,37.7555
+25,oPDCF,38.0415
+26,pCOH1,46.428
+27,pCOH2,46.428
+28,PCohF,46.456
+29,PCohW,0
+30,PCorrD,39.296
+31,PCorrU,35.52
+32,PDC,38.207
+33,PH2D,38.435
+34,PH2U,33.062
+35,PMITD1,40.881
+36,PMITD2,40.897
+37,PMITU,45.98
+38,PTED,38.6945
+39,PTEU,39.2445
+40,Smvar,36.69
+41,Tigress,47.9865
diff --git a/1_individual_methods_analysis/sim19/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim19/Combined_data_sums_73.csv
new file mode 100644
index 0000000..b6fc99a
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.552
+2,AS,37.799
+3,BCohF,45.908
+4,BCohW,0
+5,BCorrD,40.956
+6,BCorrU,43.308
+7,BH2D,39.491
+8,BH2U,41.724
+9,BMITD1,39.721
+10,BMITD2,39.742
+11,BMITU,40.796
+12,BTED,37.738
+13,BTEU,40.2675
+14,COH1,43.384
+15,COH2,43.012
+16,DC1,38.316
+17,dDTF,41.532
+18,DTF,37.44
+19,ffDTF,37.7575
+20,Genie,41.2715
+21,GGC,34.372
+22,GPDC,38.6235
+23,hmvar,37.254
+24,MVAR,37.7555
+25,oPDCF,38.0415
+26,pCOH1,46.428
+27,pCOH2,46.428
+28,PCohF,46.456
+29,PCohW,0
+30,PCorrD,39.296
+31,PCorrU,35.52
+32,PDC,38.207
+33,PH2D,38.435
+34,PH2U,33.062
+35,PMITD1,40.881
+36,PMITD2,40.897
+37,PMITU,45.98
+38,PTED,38.6945
+39,PTEU,39.2445
+40,Smvar,36.69
+41,Tigress,47.9865
diff --git a/1_individual_methods_analysis/sim19/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim19/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..f809488
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.6
+2,AS,35.905
+3,BCohF,46.1133333333333
+4,BCohW,0
+5,BCorrD,40.42
+6,BCorrU,43.4866666666667
+7,BH2D,38.405
+8,BH2U,41.9666666666667
+9,BMITD1,38.815
+10,BMITD2,38.77
+11,BMITU,41.1666666666667
+12,BTED,35.91
+13,BTEU,39.2725
+14,COH1,43.6666666666667
+15,COH2,43.3133333333333
+16,DC1,36.66
+17,dDTF,41.14
+18,DTF,35.44
+19,ffDTF,35.8625
+20,Genie,40.8925
+21,GGC,30.62
+22,GPDC,37.0925
+23,hmvar,35.13
+24,MVAR,35.8325
+25,oPDCF,36.4425
+26,pCOH1,46.7133333333333
+27,pCOH2,46.7133333333333
+28,PCohF,46.7066666666667
+29,PCohW,0
+30,PCorrD,38
+31,PCorrU,34.9866666666667
+32,PDC,36.585
+33,PH2D,36.805
+34,PH2U,32.3833333333333
+35,PMITD1,40.535
+36,PMITD2,40.535
+37,PMITU,46.2333333333333
+38,PTED,37.1575
+39,PTEU,37.8875
+40,Smvar,36.4566666666667
+41,Tigress,48.2175
diff --git a/1_individual_methods_analysis/sim19/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim19/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..799e508
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.48
+2,AS,40.64
+3,BCohF,45.6
+4,BCohW,0
+5,BCorrD,41.76
+6,BCorrU,43.04
+7,BH2D,41.12
+8,BH2U,41.36
+9,BMITD1,41.08
+10,BMITD2,41.2
+11,BMITU,40.24
+12,BTED,40.48
+13,BTEU,41.76
+14,COH1,42.96
+15,COH2,42.56
+16,DC1,40.8
+17,dDTF,42.12
+18,DTF,40.44
+19,ffDTF,40.6
+20,Genie,41.84
+21,GGC,40
+22,GPDC,40.92
+23,hmvar,40.44
+24,MVAR,40.64
+25,oPDCF,40.44
+26,pCOH1,46
+27,pCOH2,46
+28,PCohF,46.08
+29,PCohW,0
+30,PCorrD,41.24
+31,PCorrU,36.32
+32,PDC,40.64
+33,PH2D,40.88
+34,PH2U,34.08
+35,PMITD1,41.4
+36,PMITD2,41.44
+37,PMITU,45.6
+38,PTED,41
+39,PTEU,41.28
+40,Smvar,37.04
+41,Tigress,47.64
diff --git a/1_individual_methods_analysis/sim19/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim19/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..0f0fbc4
--- /dev/null
+++ b/1_individual_methods_analysis/sim19/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,30.72
+2,AS,31.17
+3,BCohF,46.6266666666667
+4,BCohW,0
+5,BCorrD,39.08
+6,BCorrU,43.9333333333333
+7,BH2D,35.69
+8,BH2U,42.5733333333333
+9,BMITD1,36.55
+10,BMITD2,36.34
+11,BMITU,42.0933333333333
+12,BTED,31.34
+13,BTEU,36.785
+14,COH1,44.3733333333333
+15,COH2,44.0666666666667
+16,DC1,32.52
+17,dDTF,40.16
+18,DTF,30.44
+19,ffDTF,31.125
+20,Genie,39.945
+21,GGC,21.24
+22,GPDC,33.265
+23,hmvar,29.82
+24,MVAR,31.025
+25,oPDCF,32.445
+26,pCOH1,47.4266666666667
+27,pCOH2,47.4266666666667
+28,PCohF,47.3333333333333
+29,PCohW,0
+30,PCorrD,34.76
+31,PCorrU,33.6533333333333
+32,PDC,32.53
+33,PH2D,32.73
+34,PH2U,30.6866666666667
+35,PMITD1,39.67
+36,PMITD2,39.63
+37,PMITU,46.8666666666667
+38,PTED,33.315
+39,PTEU,34.495
+40,Smvar,35.8733333333333
+41,Tigress,48.795
diff --git a/1_individual_methods_analysis/sim2/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim2/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..e05a820
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim2Sub001,sim2Sub002,sim2Sub003,sim2Sub004,sim2Sub005,sim2Sub006,sim2Sub007,sim2Sub008,sim2Sub009,sim2Sub010,sim2Sub011,sim2Sub012,sim2Sub013,sim2Sub014,sim2Sub015,sim2Sub016,sim2Sub017,sim2Sub018,sim2Sub019,sim2Sub020,sim2Sub021,sim2Sub022,sim2Sub023,sim2Sub024,sim2Sub025,sim2Sub026,sim2Sub027,sim2Sub028,sim2Sub029,sim2Sub030,sim2Sub031,sim2Sub032,sim2Sub033,sim2Sub034,sim2Sub035,sim2Sub036,sim2Sub037,sim2Sub038,sim2Sub039,sim2Sub040,sim2Sub041,sim2Sub042,sim2Sub043,sim2Sub044,sim2Sub045,sim2Sub046,sim2Sub047,sim2Sub048,sim2Sub049,sim2Sub050
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diff --git a/1_individual_methods_analysis/sim2/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim2/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..32a5df2
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim2Sub001,sim2Sub002,sim2Sub003,sim2Sub004,sim2Sub005,sim2Sub006,sim2Sub007,sim2Sub008,sim2Sub009,sim2Sub010,sim2Sub011,sim2Sub012,sim2Sub013,sim2Sub014,sim2Sub015,sim2Sub016,sim2Sub017,sim2Sub018,sim2Sub019,sim2Sub020,sim2Sub021,sim2Sub022,sim2Sub023,sim2Sub024,sim2Sub025,sim2Sub026,sim2Sub027,sim2Sub028,sim2Sub029,sim2Sub030,sim2Sub031,sim2Sub032,sim2Sub033,sim2Sub034,sim2Sub035,sim2Sub036,sim2Sub037,sim2Sub038,sim2Sub039,sim2Sub040,sim2Sub041,sim2Sub042,sim2Sub043,sim2Sub044,sim2Sub045,sim2Sub046,sim2Sub047,sim2Sub048,sim2Sub049,sim2Sub050
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diff --git a/1_individual_methods_analysis/sim2/Combined_data_37.csv b/1_individual_methods_analysis/sim2/Combined_data_37.csv
new file mode 100644
index 0000000..be66352
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_37.csv
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diff --git a/1_individual_methods_analysis/sim2/Combined_data_73.csv b/1_individual_methods_analysis/sim2/Combined_data_73.csv
new file mode 100644
index 0000000..be66352
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim2/Combined_data_equal.csv b/1_individual_methods_analysis/sim2/Combined_data_equal.csv
new file mode 100644
index 0000000..30348d2
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim2/Combined_data_median_37.csv b/1_individual_methods_analysis/sim2/Combined_data_median_37.csv
new file mode 100644
index 0000000..2a7179c
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.78326557711951
+2,AS,0.78617671092952
+3,BCohF,0.920398601398601
+4,BCohW,0
+5,BCorrD,0.886945863125638
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+12,BTED,0.791079673135853
+13,BTEU,0.805228294177732
+14,COH1,0.781066433566433
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+17,dDTF,0.816054136874362
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+20,Genie,0.898360572012257
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+41,Tigress,0.965105209397344
diff --git a/1_individual_methods_analysis/sim2/Combined_data_median_73.csv b/1_individual_methods_analysis/sim2/Combined_data_median_73.csv
new file mode 100644
index 0000000..2a7179c
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.78326557711951
+2,AS,0.78617671092952
+3,BCohF,0.920398601398601
+4,BCohW,0
+5,BCorrD,0.886945863125638
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diff --git a/1_individual_methods_analysis/sim2/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim2/Combined_data_median_equal.csv
new file mode 100644
index 0000000..a78dd29
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.71070480081716
+2,AS,0.716961184882533
+3,BCohF,0.922995337995338
+4,BCohW,0
+5,BCorrD,0.875434116445353
+6,BCorrU,0.880314685314685
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+11,BMITU,0.671759906759907
+12,BTED,0.723546986721144
+13,BTEU,0.746657303370787
+14,COH1,0.76513986013986
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+25,oPDCF,0.715173646578141
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+41,Tigress,0.968125638406537
diff --git a/1_individual_methods_analysis/sim2/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim2/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..2ec8937
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.89
+2,AS,0.89
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.9
+6,BCorrU,0.88
+7,BH2D,0.89
+8,BH2U,0.78
+9,BMITD1,0.89
+10,BMITD2,0.89
+11,BMITU,0.78
+12,BTED,0.89
+13,BTEU,0.89
+14,COH1,0.8
+15,COH2,0.8
+16,DC1,0.89
+17,dDTF,0.89
+18,DTF,0.89
+19,ffDTF,0.89
+20,Genie,0.9
+21,GGC,0.89
+22,GPDC,0.89
+23,hmvar,0.89
+24,MVAR,0.89
+25,oPDCF,0.89
+26,pCOH1,0.8
+27,pCOH2,0.8
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.9
+31,PCorrU,0.78
+32,PDC,0.89
+33,PH2D,0.89
+34,PH2U,0.78
+35,PMITD1,0.89
+36,PMITD2,0.89
+37,PMITU,0.78
+38,PTED,0.89
+39,PTEU,0.89
+40,Smvar,0.8
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim2/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim2/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..75e8d26
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.53140960163432
+2,AS,0.543922369765066
+3,BCohF,0.924825174825175
+4,BCohW,0
+5,BCorrD,0.845250255362615
+6,BCorrU,0.882284382284382
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+12,BTED,0.552093973442288
+13,BTEU,0.597548518896833
+14,COH1,0.715617715617715
+15,COH2,0.705710955710956
+16,DC1,0.573033707865169
+17,dDTF,0.635342185903984
+18,DTF,0.568437180796731
+19,ffDTF,0.565628192032686
+20,Genie,0.888406537282942
+21,GGC,0.499489274770173
+22,GPDC,0.535750766087845
+23,hmvar,0.555413687436159
+24,MVAR,0.547242083758938
+25,oPDCF,0.540347293156282
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+32,PDC,0.527068437180797
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+34,PH2U,0.584498834498834
+35,PMITD1,0.573799795709908
+36,PMITD2,0.579162410623084
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+38,PTED,0.552604698672114
+39,PTEU,0.585291113381001
+40,Smvar,0.598484848484849
+41,Tigress,0.977017364657814
diff --git a/1_individual_methods_analysis/sim2/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim2/Combined_data_sums_37.csv
new file mode 100644
index 0000000..2f93917
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.3153462717058
+2,AS,39.3651807967314
+3,BCohF,45.9324195804196
+4,BCohW,0
+5,BCorrD,44.3120143003064
+6,BCorrU,44.1578741258741
+7,BH2D,39.9633605720123
+8,BH2U,37.7504195804196
+9,BMITD1,39.8246598569969
+10,BMITD2,39.8216435137896
+11,BMITU,36.1065174825175
+12,BTED,39.6070817160368
+13,BTEU,40.2590592441267
+14,COH1,39.2081048951049
+15,COH2,39.1261048951049
+16,DC1,39.7198886618999
+17,dDTF,40.7585873340143
+18,DTF,39.6546271705822
+19,ffDTF,39.6366435137896
+20,Genie,44.8358263534219
+21,GGC,38.7526077630235
+22,GPDC,39.2786220633299
+23,hmvar,39.5048192032686
+24,MVAR,39.3853094994893
+25,oPDCF,39.2671215526047
+26,pCOH1,38.4406363636364
+27,pCOH2,38.4406363636364
+28,PCohF,45.9687692307692
+29,PCohW,0
+30,PCorrD,44.426962206333
+31,PCorrU,35.982041958042
+32,PDC,39.2607048008172
+33,PH2D,39.8528815117467
+34,PH2U,36.380993006993
+35,PMITD1,40.1724157303371
+36,PMITD2,40.0731787538304
+37,PMITU,36.5545314685315
+38,PTED,39.6412972420838
+39,PTEU,40.0103391215526
+40,Smvar,36.932027972028
+41,Tigress,48.0526036772217
diff --git a/1_individual_methods_analysis/sim2/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim2/Combined_data_sums_73.csv
new file mode 100644
index 0000000..2f93917
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.3153462717058
+2,AS,39.3651807967314
+3,BCohF,45.9324195804196
+4,BCohW,0
+5,BCorrD,44.3120143003064
+6,BCorrU,44.1578741258741
+7,BH2D,39.9633605720123
+8,BH2U,37.7504195804196
+9,BMITD1,39.8246598569969
+10,BMITD2,39.8216435137896
+11,BMITU,36.1065174825175
+12,BTED,39.6070817160368
+13,BTEU,40.2590592441267
+14,COH1,39.2081048951049
+15,COH2,39.1261048951049
+16,DC1,39.7198886618999
+17,dDTF,40.7585873340143
+18,DTF,39.6546271705822
+19,ffDTF,39.6366435137896
+20,Genie,44.8358263534219
+21,GGC,38.7526077630235
+22,GPDC,39.2786220633299
+23,hmvar,39.5048192032686
+24,MVAR,39.3853094994893
+25,oPDCF,39.2671215526047
+26,pCOH1,38.4406363636364
+27,pCOH2,38.4406363636364
+28,PCohF,45.9687692307692
+29,PCohW,0
+30,PCorrD,44.426962206333
+31,PCorrU,35.982041958042
+32,PDC,39.2607048008172
+33,PH2D,39.8528815117467
+34,PH2U,36.380993006993
+35,PMITD1,40.1724157303371
+36,PMITD2,40.0731787538304
+37,PMITU,36.5545314685315
+38,PTED,39.6412972420838
+39,PTEU,40.0103391215526
+40,Smvar,36.932027972028
+41,Tigress,48.0526036772217
diff --git a/1_individual_methods_analysis/sim2/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim2/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..8d83fb4
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.8055771195097
+2,AS,35.9153013278856
+3,BCohF,45.9806993006993
+4,BCohW,0
+5,BCorrD,43.8266905005107
+6,BCorrU,44.0897902097902
+7,BH2D,36.8722676200204
+8,BH2U,36.517365967366
+9,BMITD1,36.6144330949949
+10,BMITD2,36.6160725229826
+11,BMITU,33.9641958041958
+12,BTED,36.2718028600613
+13,BTEU,37.2784320735444
+14,COH1,38.2868414918415
+15,COH2,38.1568414918415
+16,DC1,36.4864811031665
+17,dDTF,38.1376455566905
+18,DTF,36.3577119509704
+19,ffDTF,36.3410725229826
+20,Genie,44.6730439223698
+21,GGC,34.9143462717058
+22,GPDC,35.7510367722165
+23,hmvar,36.1346986721144
+24,MVAR,35.9355158324821
+25,oPDCF,35.7518692543412
+26,pCOH1,37.1610606060606
+27,pCOH2,37.1610606060606
+28,PCohF,46.0546153846154
+29,PCohW,0
+30,PCorrD,43.8316036772217
+31,PCorrU,33.7567365967366
+32,PDC,35.7011746680286
+33,PH2D,36.7081358529111
+34,PH2U,34.421655011655
+35,PMITD1,37.1873595505618
+36,PMITD2,37.0286312563841
+37,PMITU,34.6042191142191
+38,PTED,36.3354954034729
+39,PTEU,36.8572318692543
+40,Smvar,35.0200466200466
+41,Tigress,48.2010061287028
diff --git a/1_individual_methods_analysis/sim2/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim2/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..6c0cb02
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,44.58
+2,AS,44.54
+3,BCohF,45.86
+4,BCohW,0
+5,BCorrD,45.04
+6,BCorrU,44.26
+7,BH2D,44.6
+8,BH2U,39.6
+9,BMITD1,44.64
+10,BMITD2,44.63
+11,BMITU,39.32
+12,BTED,44.61
+13,BTEU,44.73
+14,COH1,40.59
+15,COH2,40.58
+16,DC1,44.57
+17,dDTF,44.69
+18,DTF,44.6
+19,ffDTF,44.58
+20,Genie,45.08
+21,GGC,44.51
+22,GPDC,44.57
+23,hmvar,44.56
+24,MVAR,44.56
+25,oPDCF,44.54
+26,pCOH1,40.36
+27,pCOH2,40.36
+28,PCohF,45.84
+29,PCohW,0
+30,PCorrD,45.32
+31,PCorrU,39.32
+32,PDC,44.6
+33,PH2D,44.57
+34,PH2U,39.32
+35,PMITD1,44.65
+36,PMITD2,44.64
+37,PMITU,39.48
+38,PTED,44.6
+39,PTEU,44.74
+40,Smvar,39.8
+41,Tigress,47.83
diff --git a/1_individual_methods_analysis/sim2/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim2/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..4434413
--- /dev/null
+++ b/1_individual_methods_analysis/sim2/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,27.0311542390194
+2,AS,27.2906026557712
+3,BCohF,46.1013986013986
+4,BCohW,0
+5,BCorrD,42.6133810010215
+6,BCorrU,43.9195804195804
+7,BH2D,29.1445352400409
+8,BH2U,33.4347319347319
+9,BMITD1,28.5888661899898
+10,BMITD2,28.6021450459653
+11,BMITU,28.6083916083916
+12,BTED,27.9336057201226
+13,BTEU,29.8268641470889
+14,COH1,35.983682983683
+15,COH2,35.733682983683
+16,DC1,28.402962206333
+17,dDTF,31.585291113381
+18,DTF,28.1154239019408
+19,ffDTF,28.1021450459653
+20,Genie,44.2660878447395
+21,GGC,25.3186925434116
+22,GPDC,26.9320735444331
+23,hmvar,27.7093973442288
+24,MVAR,27.3110316649642
+25,oPDCF,26.9637385086823
+26,pCOH1,33.9621212121212
+27,pCOH2,33.9621212121212
+28,PCohF,46.2692307692308
+29,PCohW,0
+30,PCorrD,42.3432073544433
+31,PCorrU,28.1934731934732
+32,PDC,26.8023493360572
+33,PH2D,28.8462717058223
+34,PH2U,29.52331002331
+35,PMITD1,29.7247191011236
+36,PMITD2,29.4172625127681
+37,PMITU,29.7284382284382
+38,PTED,28.0709908069459
+39,PTEU,28.9744637385087
+40,Smvar,30.2400932400932
+41,Tigress,48.5720122574055
diff --git a/1_individual_methods_analysis/sim20/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim20/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..f1966c8
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim20Sub001,sim20Sub002,sim20Sub003,sim20Sub004,sim20Sub005,sim20Sub006,sim20Sub007,sim20Sub008,sim20Sub009,sim20Sub010,sim20Sub011,sim20Sub012,sim20Sub013,sim20Sub014,sim20Sub015,sim20Sub016,sim20Sub017,sim20Sub018,sim20Sub019,sim20Sub020,sim20Sub021,sim20Sub022,sim20Sub023,sim20Sub024,sim20Sub025,sim20Sub026,sim20Sub027,sim20Sub028,sim20Sub029,sim20Sub030,sim20Sub031,sim20Sub032,sim20Sub033,sim20Sub034,sim20Sub035,sim20Sub036,sim20Sub037,sim20Sub038,sim20Sub039,sim20Sub040,sim20Sub041,sim20Sub042,sim20Sub043,sim20Sub044,sim20Sub045,sim20Sub046,sim20Sub047,sim20Sub048,sim20Sub049,sim20Sub050
+1,Af,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.88,0.84
+2,AS,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.88
+3,BCohF,1,1,1,0.92,1,0.92,1,0.84,0.92,0.92,0.84,0.92,0.92,0.92,0.92,0.76,1,1,0.84,0.84,1,0.92,0.92,0.76,0.84,0.84,0.92,1,0.92,0.92,0.84,0.92,0.92,1,0.92,0.76,0.92,1,1,0.92,0.92,0.92,0.92,0.84,1,0.92,0.92,0.92,0.84,1
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.88,0.8,0.84,0.84,0.92,0.88,0.8,0.8,0.88,0.88,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.88,0.84,0.84,0.84,0.8
+6,BCorrU,0.76,0.84,0.92,0.84,0.92,0.84,0.92,0.84,0.76,0.84,0.92,0.92,0.84,0.92,0.92,0.76,1,0.84,0.92,0.84,1,0.92,0.76,0.76,0.84,0.92,0.92,1,0.84,1,1,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.76,0.84,0.92,0.84
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+8,BH2U,0.84,0.84,0.76,0.92,0.84,0.84,0.84,0.76,0.84,0.84,0.76,0.92,0.92,0.92,0.92,0.76,1,0.76,0.84,0.76,0.84,0.92,0.68,0.76,0.84,0.76,0.84,0.92,0.92,0.92,0.84,0.76,0.76,0.92,0.84,0.76,0.76,0.84,0.92,0.84,0.84,0.92,0.84,0.84,0.76,0.92,0.68,0.76,0.84,0.92
+9,BMITD1,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.88,0.84,0.84,0.8,0.8
+10,BMITD2,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.88,0.84,0.8,0.84,0.8
+11,BMITU,0.76,0.76,0.84,0.92,0.76,0.84,0.92,0.84,0.84,0.76,0.84,0.92,0.84,0.76,0.84,0.76,0.84,0.84,0.84,0.84,0.84,0.84,0.76,0.68,0.84,0.84,0.84,0.92,0.68,0.84,0.76,0.84,0.84,0.92,0.84,0.84,0.76,0.84,0.84,0.84,0.76,0.84,0.76,0.76,0.76,1,0.76,0.84,0.76,0.92
+12,BTED,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+13,BTEU,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+14,COH1,0.84,0.92,0.92,0.92,0.84,0.84,0.92,0.92,0.84,0.76,0.92,0.92,0.92,0.84,0.84,0.92,0.92,0.84,0.92,0.92,0.92,1,0.84,0.68,1,0.84,0.92,0.92,0.84,0.84,0.92,0.92,0.84,0.92,0.92,0.76,0.84,0.92,0.92,0.76,0.84,0.92,0.84,1,1,0.84,0.76,0.92,0.84,0.92
+15,COH2,0.76,0.92,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.92,0.84,0.84,0.92,0.92,0.84,0.84,0.76,0.84,0.92,0.92,0.76,1,0.84,0.92,0.92,0.76,1,0.92,0.92,0.84,0.92,0.92,0.76,0.84,0.92,0.92,0.84,0.84,0.92,0.92,0.92,0.92,0.84,0.92,0.84,0.84,0.84
+16,DC1,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.88,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+17,dDTF,0.88,0.8,0.8,0.92,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.88,0.88,0.88,0.84,0.84,0.88,0.88,0.84,0.8,0.88,0.84,0.8,0.84,0.84,0.88,0.88,0.8,0.84,0.84,0.88,0.84,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.92,0.84,0.84,0.84,0.84
+18,DTF,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8
+19,ffDTF,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8
+20,Genie,0.8,0.84,0.84,0.92,0.84,0.84,0.88,0.84,0.88,0.8,0.92,0.84,0.84,0.84,0.88,0.84,0.84,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.88
+21,GGC,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8
+22,GPDC,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.92,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8
+23,hmvar,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+24,MVAR,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84
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+26,pCOH1,0.92,0.92,0.92,0.92,0.84,0.92,0.92,0.92,0.92,0.76,0.92,0.92,0.92,1,0.92,1,1,0.92,0.92,1,1,1,0.92,0.76,0.92,0.84,1,0.92,0.92,1,0.84,0.92,0.92,1,0.92,0.92,0.92,0.92,0.92,0.92,0.84,1,1,0.92,0.84,1,0.84,1,0.84,1
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+30,PCorrD,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.88,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.88,0.92,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.92
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diff --git a/1_individual_methods_analysis/sim20/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim20/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..802ebdb
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim20/Combined_data_37.csv b/1_individual_methods_analysis/sim20/Combined_data_37.csv
new file mode 100644
index 0000000..a0d209f
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim20/Combined_data_73.csv b/1_individual_methods_analysis/sim20/Combined_data_73.csv
new file mode 100644
index 0000000..a0d209f
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim20/Combined_data_equal.csv b/1_individual_methods_analysis/sim20/Combined_data_equal.csv
new file mode 100644
index 0000000..f8600ef
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim20/Combined_data_median_37.csv b/1_individual_methods_analysis/sim20/Combined_data_median_37.csv
new file mode 100644
index 0000000..182be2c
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.73775
+2,AS,0.743
+3,BCohF,0.934
+4,BCohW,0
+5,BCorrD,0.82425
+6,BCorrU,0.86
+7,BH2D,0.7895
+8,BH2U,0.844
+9,BMITD1,0.78875
+10,BMITD2,0.7915
+11,BMITU,0.834
+12,BTED,0.731
+13,BTEU,0.79725
+14,COH1,0.91
+15,COH2,0.868
+16,DC1,0.758
+17,dDTF,0.82875
+18,DTF,0.74
+19,ffDTF,0.752
+20,Genie,0.84
+21,GGC,0.67475
+22,GPDC,0.7565
+23,hmvar,0.7325
+24,MVAR,0.746
+25,oPDCF,0.7385
+26,pCOH1,0.932
+27,pCOH2,0.932
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.7715
+31,PCorrU,0.73
+32,PDC,0.74375
+33,PH2D,0.7655
+34,PH2U,0.664
+35,PMITD1,0.80825
+36,PMITD2,0.806
+37,PMITU,0.936
+38,PTED,0.767
+39,PTEU,0.78625
+40,Smvar,0.744
+41,Tigress,0.96675
diff --git a/1_individual_methods_analysis/sim20/Combined_data_median_73.csv b/1_individual_methods_analysis/sim20/Combined_data_median_73.csv
new file mode 100644
index 0000000..182be2c
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.73775
+2,AS,0.743
+3,BCohF,0.934
+4,BCohW,0
+5,BCorrD,0.82425
+6,BCorrU,0.86
+7,BH2D,0.7895
+8,BH2U,0.844
+9,BMITD1,0.78875
+10,BMITD2,0.7915
+11,BMITU,0.834
+12,BTED,0.731
+13,BTEU,0.79725
+14,COH1,0.91
+15,COH2,0.868
+16,DC1,0.758
+17,dDTF,0.82875
+18,DTF,0.74
+19,ffDTF,0.752
+20,Genie,0.84
+21,GGC,0.67475
+22,GPDC,0.7565
+23,hmvar,0.7325
+24,MVAR,0.746
+25,oPDCF,0.7385
+26,pCOH1,0.932
+27,pCOH2,0.932
+28,PCohF,0.936
+29,PCohW,0
+30,PCorrD,0.7715
+31,PCorrU,0.73
+32,PDC,0.74375
+33,PH2D,0.7655
+34,PH2U,0.664
+35,PMITD1,0.80825
+36,PMITD2,0.806
+37,PMITU,0.936
+38,PTED,0.767
+39,PTEU,0.78625
+40,Smvar,0.744
+41,Tigress,0.96675
diff --git a/1_individual_methods_analysis/sim20/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim20/Combined_data_median_equal.csv
new file mode 100644
index 0000000..07a1f29
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.69
+2,AS,0.7
+3,BCohF,0.943333333333333
+4,BCohW,0
+5,BCorrD,0.815
+6,BCorrU,0.873333333333334
+7,BH2D,0.7725
+8,BH2U,0.846666666666666
+9,BMITD1,0.7725
+10,BMITD2,0.77125
+11,BMITU,0.83
+12,BTED,0.685
+13,BTEU,0.7775
+14,COH1,0.903333333333333
+15,COH2,0.886666666666666
+16,DC1,0.73
+17,dDTF,0.82125
+18,DTF,0.69375
+19,ffDTF,0.71625
+20,Genie,0.83875
+21,GGC,0.59125
+22,GPDC,0.72375
+23,hmvar,0.68625
+24,MVAR,0.70375
+25,oPDCF,0.69625
+26,pCOH1,0.94
+27,pCOH2,0.94
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.75
+31,PCorrU,0.71
+32,PDC,0.70125
+33,PH2D,0.7375
+34,PH2U,0.653333333333333
+35,PMITD1,0.81
+36,PMITD2,0.80875
+37,PMITU,0.946666666666667
+38,PTED,0.7375
+39,PTEU,0.7675
+40,Smvar,0.733333333333334
+41,Tigress,0.97125
diff --git a/1_individual_methods_analysis/sim20/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim20/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..3c845d8
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.84
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.92
+15,COH2,0.84
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.8
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.68
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.92
+38,PTED,0.8
+39,PTEU,0.82
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim20/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim20/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..061937e
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.5675
+2,AS,0.5825
+3,BCohF,0.966666666666667
+4,BCohW,0
+5,BCorrD,0.8
+6,BCorrU,0.893333333333333
+7,BH2D,0.735
+8,BH2U,0.86
+9,BMITD1,0.7375
+10,BMITD2,0.7325
+11,BMITU,0.826666666666667
+12,BTED,0.57
+13,BTEU,0.72
+14,COH1,0.933333333333333
+15,COH2,0.92
+16,DC1,0.6575
+17,dDTF,0.8
+18,DTF,0.585
+19,ffDTF,0.615
+20,Genie,0.84
+21,GGC,0.3825
+22,GPDC,0.6375
+23,hmvar,0.565
+24,MVAR,0.5925
+25,oPDCF,0.59
+26,pCOH1,0.96
+27,pCOH2,0.96
+28,PCohF,0.973333333333333
+29,PCohW,0
+30,PCorrD,0.68
+31,PCorrU,0.693333333333333
+32,PDC,0.59
+33,PH2D,0.6675
+34,PH2U,0.626666666666666
+35,PMITD1,0.81
+36,PMITD2,0.8075
+37,PMITU,0.973333333333333
+38,PTED,0.6675
+39,PTEU,0.715
+40,Smvar,0.706666666666667
+41,Tigress,0.9825
diff --git a/1_individual_methods_analysis/sim20/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim20/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4006624
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.985
+2,AS,37.2125
+3,BCohF,46.32
+4,BCohW,0
+5,BCorrD,41.2125
+6,BCorrU,43.996
+7,BH2D,39.53
+8,BH2U,42.232
+9,BMITD1,39.5125
+10,BMITD2,39.6095
+11,BMITU,41.368
+12,BTED,36.632
+13,BTEU,39.804
+14,COH1,44.582
+15,COH2,43.996
+16,DC1,38.2395
+17,dDTF,41.616
+18,DTF,37.082
+19,ffDTF,37.551
+20,Genie,41.8105
+21,GGC,34.0235
+22,GPDC,38.269
+23,hmvar,36.812
+24,MVAR,37.2255
+25,oPDCF,37.3385
+26,pCOH1,46.582
+27,pCOH2,46.584
+28,PCohF,47.504
+29,PCohW,0
+30,PCorrD,38.897
+31,PCorrU,35.696
+32,PDC,37.3315
+33,PH2D,38.685
+34,PH2U,33.168
+35,PMITD1,40.698
+36,PMITD2,40.612
+37,PMITU,46.708
+38,PTED,38.416
+39,PTEU,39.299
+40,Smvar,36.696
+41,Tigress,48.1575
diff --git a/1_individual_methods_analysis/sim20/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim20/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4006624
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.985
+2,AS,37.2125
+3,BCohF,46.32
+4,BCohW,0
+5,BCorrD,41.2125
+6,BCorrU,43.996
+7,BH2D,39.53
+8,BH2U,42.232
+9,BMITD1,39.5125
+10,BMITD2,39.6095
+11,BMITU,41.368
+12,BTED,36.632
+13,BTEU,39.804
+14,COH1,44.582
+15,COH2,43.996
+16,DC1,38.2395
+17,dDTF,41.616
+18,DTF,37.082
+19,ffDTF,37.551
+20,Genie,41.8105
+21,GGC,34.0235
+22,GPDC,38.269
+23,hmvar,36.812
+24,MVAR,37.2255
+25,oPDCF,37.3385
+26,pCOH1,46.582
+27,pCOH2,46.584
+28,PCohF,47.504
+29,PCohW,0
+30,PCorrD,38.897
+31,PCorrU,35.696
+32,PDC,37.3315
+33,PH2D,38.685
+34,PH2U,33.168
+35,PMITD1,40.698
+36,PMITD2,40.612
+37,PMITU,46.708
+38,PTED,38.416
+39,PTEU,39.299
+40,Smvar,36.696
+41,Tigress,48.1575
diff --git a/1_individual_methods_analysis/sim20/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim20/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..0a2afd4
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,34.655
+2,AS,35.0075
+3,BCohF,46.5866666666667
+4,BCohW,0
+5,BCorrD,40.8475
+6,BCorrU,44.1533333333333
+7,BH2D,38.47
+8,BH2U,42.4933333333333
+9,BMITD1,38.7075
+10,BMITD2,38.7625
+11,BMITU,41.5333333333333
+12,BTED,34.28
+13,BTEU,38.74
+14,COH1,44.9166666666667
+15,COH2,44.3666666666667
+16,DC1,36.6125
+17,dDTF,41.2
+18,DTF,34.95
+19,ffDTF,35.545
+20,Genie,41.6575
+21,GGC,30.0125
+22,GPDC,36.555
+23,hmvar,34.5
+24,MVAR,35.0825
+25,oPDCF,35.2975
+26,pCOH1,46.81
+27,pCOH2,46.8133333333333
+28,PCohF,47.7066666666667
+29,PCohW,0
+30,PCorrD,37.415
+31,PCorrU,35.1733333333333
+32,PDC,35.2325
+33,PH2D,37.115
+34,PH2U,32.4
+35,PMITD1,40.47
+36,PMITD2,40.38
+37,PMITU,46.9133333333333
+38,PTED,36.8
+39,PTEU,38.165
+40,Smvar,36.36
+41,Tigress,48.3425
diff --git a/1_individual_methods_analysis/sim20/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim20/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..d3ddcdb
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.48
+2,AS,40.52
+3,BCohF,45.92
+4,BCohW,0
+5,BCorrD,41.76
+6,BCorrU,43.76
+7,BH2D,41.12
+8,BH2U,41.84
+9,BMITD1,40.72
+10,BMITD2,40.88
+11,BMITU,41.12
+12,BTED,40.16
+13,BTEU,41.4
+14,COH1,44.08
+15,COH2,43.44
+16,DC1,40.68
+17,dDTF,42.24
+18,DTF,40.28
+19,ffDTF,40.56
+20,Genie,42.04
+21,GGC,40.04
+22,GPDC,40.84
+23,hmvar,40.28
+24,MVAR,40.44
+25,oPDCF,40.4
+26,pCOH1,46.24
+27,pCOH2,46.24
+28,PCohF,47.2
+29,PCohW,0
+30,PCorrD,41.12
+31,PCorrU,36.48
+32,PDC,40.48
+33,PH2D,41.04
+34,PH2U,34.32
+35,PMITD1,41.04
+36,PMITD2,40.96
+37,PMITU,46.4
+38,PTED,40.84
+39,PTEU,41
+40,Smvar,37.2
+41,Tigress,47.88
diff --git a/1_individual_methods_analysis/sim20/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim20/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..7e1e432
--- /dev/null
+++ b/1_individual_methods_analysis/sim20/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,28.83
+2,AS,29.495
+3,BCohF,47.2533333333333
+4,BCohW,0
+5,BCorrD,39.935
+6,BCorrU,44.5466666666667
+7,BH2D,35.82
+8,BH2U,43.1466666666667
+9,BMITD1,36.695
+10,BMITD2,36.645
+11,BMITU,41.9466666666667
+12,BTED,28.4
+13,BTEU,36.08
+14,COH1,45.7533333333333
+15,COH2,45.2933333333333
+16,DC1,32.545
+17,dDTF,40.16
+18,DTF,29.62
+19,ffDTF,30.53
+20,Genie,41.275
+21,GGC,19.985
+22,GPDC,32.27
+23,hmvar,28.72
+24,MVAR,29.725
+25,oPDCF,30.195
+26,pCOH1,47.38
+27,pCOH2,47.3866666666667
+28,PCohF,48.2133333333333
+29,PCohW,0
+30,PCorrD,33.71
+31,PCorrU,33.8666666666667
+32,PDC,29.985
+33,PH2D,33.19
+34,PH2U,30.48
+35,PMITD1,39.9
+36,PMITD2,39.8
+37,PMITU,47.4266666666667
+38,PTED,32.76
+39,PTEU,35.33
+40,Smvar,35.52
+41,Tigress,48.805
diff --git a/1_individual_methods_analysis/sim21/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim21/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..be4a532
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim21Sub001,sim21Sub002,sim21Sub003,sim21Sub004,sim21Sub005,sim21Sub006,sim21Sub007,sim21Sub008,sim21Sub009,sim21Sub010,sim21Sub011,sim21Sub012,sim21Sub013,sim21Sub014,sim21Sub015,sim21Sub016,sim21Sub017,sim21Sub018,sim21Sub019,sim21Sub020,sim21Sub021,sim21Sub022,sim21Sub023,sim21Sub024,sim21Sub025,sim21Sub026,sim21Sub027,sim21Sub028,sim21Sub029,sim21Sub030,sim21Sub031,sim21Sub032,sim21Sub033,sim21Sub034,sim21Sub035,sim21Sub036,sim21Sub037,sim21Sub038,sim21Sub039,sim21Sub040,sim21Sub041,sim21Sub042,sim21Sub043,sim21Sub044,sim21Sub045,sim21Sub046,sim21Sub047,sim21Sub048,sim21Sub049,sim21Sub050
+1,Af,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.92,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8
+2,AS,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8
+3,BCohF,0.92,1,0.92,1,0.92,0.92,1,0.84,0.84,1,1,0.92,0.92,0.92,0.92,0.92,0.92,0.92,1,0.84,0.76,0.76,0.84,0.92,0.92,0.92,0.84,1,0.92,0.76,0.84,0.84,0.92,1,0.92,0.92,0.76,0.92,0.92,0.84,1,1,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.92
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+6,BCorrU,0.84,0.92,0.92,0.84,0.92,0.92,1,0.76,0.92,1,0.92,0.92,1,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.68,0.76,0.76,0.84,0.92,0.76,1,0.84,0.92,0.84,0.84,0.84,0.84,0.92,0.92,0.92,0.76,0.84,0.76,0.92,1,0.84,0.84,0.84,0.76,0.76,0.84,0.84,0.92,0.84
+7,BH2D,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.8,0.8,0.8,0.8
+8,BH2U,0.84,0.76,0.76,0.76,0.84,0.68,0.76,0.76,0.6,0.84,0.68,0.84,0.92,0.76,0.76,0.84,0.68,1,0.92,0.84,0.68,0.68,0.68,0.68,0.76,0.6,0.68,0.84,0.6,0.84,0.76,0.76,0.76,0.84,0.76,0.92,0.76,0.76,0.68,0.68,0.92,0.68,0.84,0.76,0.68,0.84,0.68,0.76,0.76,0.84
+9,BMITD1,0.8,0.88,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8
+10,BMITD2,0.8,0.88,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8
+11,BMITU,0.68,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.76,0.76,0.76,0.68,0.68,0.68,0.76,0.68,0.68,0.6,0.68,0.92,0.68,0.84,0.68,0.76,0.76,0.68,0.68,0.68,0.68,0.76,0.68,0.76,0.68,0.68,0.84,0.68,0.68,0.68,0.76,0.76,0.76,0.68,0.68,0.68
+12,BTED,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84
+13,BTEU,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.8
+14,COH1,0.84,0.84,0.76,0.92,0.84,0.84,0.76,0.68,0.92,0.84,0.84,0.84,0.84,0.76,0.76,0.76,0.84,0.84,1,0.84,0.84,0.76,0.68,0.68,0.92,0.68,0.84,0.84,0.76,0.76,0.68,0.76,0.68,1,0.84,0.92,0.76,0.84,0.76,0.92,0.84,0.92,0.84,0.76,0.76,0.84,0.68,0.76,0.84,0.84
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+16,DC1,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8
+17,dDTF,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.92,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.88,0.8,0.88,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.88,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.88,0.8
+18,DTF,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.92,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.88,0.84,0.8,0.84,0.84,0.8
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+30,PCorrD,0.84,0.88,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.88,0.8,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.88,0.84,0.8,0.88,0.88,0.84,0.84,0.84,0.88,0.88,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.84,0.88,0.84,0.8,0.88
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diff --git a/1_individual_methods_analysis/sim21/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim21/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..316b61e
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim21/Combined_data_37.csv b/1_individual_methods_analysis/sim21/Combined_data_37.csv
new file mode 100644
index 0000000..2948f17
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim21/Combined_data_73.csv b/1_individual_methods_analysis/sim21/Combined_data_73.csv
new file mode 100644
index 0000000..2948f17
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim21/Combined_data_equal.csv b/1_individual_methods_analysis/sim21/Combined_data_equal.csv
new file mode 100644
index 0000000..1a5f42b
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim21/Combined_data_median_37.csv b/1_individual_methods_analysis/sim21/Combined_data_median_37.csv
new file mode 100644
index 0000000..99bf7fc
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7525
+2,AS,0.755
+3,BCohF,0.928
+4,BCohW,0
+5,BCorrD,0.83025
+6,BCorrU,0.888
+7,BH2D,0.75725
+8,BH2U,0.764
+9,BMITD1,0.752
+10,BMITD2,0.7565
+11,BMITU,0.68
+12,BTED,0.75125
+13,BTEU,0.77725
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.74975
+17,dDTF,0.7745
+18,DTF,0.74525
+19,ffDTF,0.7445
+20,Genie,0.83625
+21,GGC,0.73475
+22,GPDC,0.75575
+23,hmvar,0.74
+24,MVAR,0.74825
+25,oPDCF,0.75725
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.75
+32,PDC,0.75125
+33,PH2D,0.74675
+34,PH2U,0.746
+35,PMITD1,0.7595
+36,PMITD2,0.75325
+37,PMITU,0.69
+38,PTED,0.75925
+39,PTEU,0.77875
+40,Smvar,0.762
+41,Tigress,0.96225
diff --git a/1_individual_methods_analysis/sim21/Combined_data_median_73.csv b/1_individual_methods_analysis/sim21/Combined_data_median_73.csv
new file mode 100644
index 0000000..99bf7fc
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7525
+2,AS,0.755
+3,BCohF,0.928
+4,BCohW,0
+5,BCorrD,0.83025
+6,BCorrU,0.888
+7,BH2D,0.75725
+8,BH2U,0.764
+9,BMITD1,0.752
+10,BMITD2,0.7565
+11,BMITU,0.68
+12,BTED,0.75125
+13,BTEU,0.77725
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.74975
+17,dDTF,0.7745
+18,DTF,0.74525
+19,ffDTF,0.7445
+20,Genie,0.83625
+21,GGC,0.73475
+22,GPDC,0.75575
+23,hmvar,0.74
+24,MVAR,0.74825
+25,oPDCF,0.75725
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.75
+32,PDC,0.75125
+33,PH2D,0.74675
+34,PH2U,0.746
+35,PMITD1,0.7595
+36,PMITD2,0.75325
+37,PMITU,0.69
+38,PTED,0.75925
+39,PTEU,0.77875
+40,Smvar,0.762
+41,Tigress,0.96225
diff --git a/1_individual_methods_analysis/sim21/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim21/Combined_data_median_equal.csv
new file mode 100644
index 0000000..843b7f7
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.71875
+2,AS,0.72125
+3,BCohF,0.933333333333334
+4,BCohW,0
+5,BCorrD,0.8225
+6,BCorrU,0.893333333333334
+7,BH2D,0.72875
+8,BH2U,0.766666666666666
+9,BMITD1,0.72
+10,BMITD2,0.7225
+11,BMITU,0.68
+12,BTED,0.7175
+13,BTEU,0.74
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.70875
+17,dDTF,0.7525
+18,DTF,0.705
+19,ffDTF,0.70375
+20,Genie,0.8325
+21,GGC,0.6875
+22,GPDC,0.725
+23,hmvar,0.7
+24,MVAR,0.71125
+25,oPDCF,0.7225
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.933333333333334
+29,PCohW,0
+30,PCorrD,0.83625
+31,PCorrU,0.743333333333333
+32,PDC,0.7175
+33,PH2D,0.71125
+34,PH2U,0.736666666666667
+35,PMITD1,0.72
+36,PMITD2,0.71875
+37,PMITU,0.69
+38,PTED,0.725
+39,PTEU,0.74875
+40,Smvar,0.763333333333333
+41,Tigress,0.96375
diff --git a/1_individual_methods_analysis/sim21/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim21/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..954416d
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.88
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.82
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim21/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim21/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..8b9168c
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.63
+2,AS,0.6425
+3,BCohF,0.946666666666667
+4,BCohW,0
+5,BCorrD,0.8125
+6,BCorrU,0.893333333333333
+7,BH2D,0.6425
+8,BH2U,0.766666666666666
+9,BMITD1,0.635
+10,BMITD2,0.6375
+11,BMITU,0.66
+12,BTED,0.6325
+13,BTEU,0.6575
+14,COH1,0.846666666666666
+15,COH2,0.76
+16,DC1,0.6175
+17,dDTF,0.6925
+18,DTF,0.61
+19,ffDTF,0.605
+20,Genie,0.83
+21,GGC,0.5625
+22,GPDC,0.6375
+23,hmvar,0.5975
+24,MVAR,0.615
+25,oPDCF,0.625
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.8375
+31,PCorrU,0.726666666666666
+32,PDC,0.6225
+33,PH2D,0.6125
+34,PH2U,0.713333333333333
+35,PMITD1,0.6325
+36,PMITD2,0.62
+37,PMITU,0.66
+38,PTED,0.645
+39,PTEU,0.6675
+40,Smvar,0.766666666666666
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim21/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim21/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4f47cd4
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.796
+2,AS,37.568
+3,BCohF,45.48
+4,BCohW,0
+5,BCorrD,41.598
+6,BCorrU,43.836
+7,BH2D,38.051
+8,BH2U,38.004
+9,BMITD1,37.9675
+10,BMITD2,37.9185
+11,BMITU,34.952
+12,BTED,38.0185
+13,BTEU,38.67
+14,COH1,40.616
+15,COH2,37.78
+16,DC1,37.7095
+17,dDTF,39.1255
+18,DTF,37.5935
+19,ffDTF,37.599
+20,Genie,41.37
+21,GGC,37.05
+22,GPDC,37.9395
+23,hmvar,37.3295
+24,MVAR,37.437
+25,oPDCF,37.881
+26,pCOH1,38.97
+27,pCOH2,38.966
+28,PCohF,46.008
+29,PCohW,0
+30,PCorrD,41.787
+31,PCorrU,37.426
+32,PDC,37.7935
+33,PH2D,38.0035
+34,PH2U,36.542
+35,PMITD1,38.056
+36,PMITD2,38.035
+37,PMITU,35.442
+38,PTED,38.112
+39,PTEU,38.5985
+40,Smvar,38.604
+41,Tigress,47.5225
diff --git a/1_individual_methods_analysis/sim21/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim21/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4f47cd4
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.796
+2,AS,37.568
+3,BCohF,45.48
+4,BCohW,0
+5,BCorrD,41.598
+6,BCorrU,43.836
+7,BH2D,38.051
+8,BH2U,38.004
+9,BMITD1,37.9675
+10,BMITD2,37.9185
+11,BMITU,34.952
+12,BTED,38.0185
+13,BTEU,38.67
+14,COH1,40.616
+15,COH2,37.78
+16,DC1,37.7095
+17,dDTF,39.1255
+18,DTF,37.5935
+19,ffDTF,37.599
+20,Genie,41.37
+21,GGC,37.05
+22,GPDC,37.9395
+23,hmvar,37.3295
+24,MVAR,37.437
+25,oPDCF,37.881
+26,pCOH1,38.97
+27,pCOH2,38.966
+28,PCohF,46.008
+29,PCohW,0
+30,PCorrD,41.787
+31,PCorrU,37.426
+32,PDC,37.7935
+33,PH2D,38.0035
+34,PH2U,36.542
+35,PMITD1,38.056
+36,PMITD2,38.035
+37,PMITU,35.442
+38,PTED,38.112
+39,PTEU,38.5985
+40,Smvar,38.604
+41,Tigress,47.5225
diff --git a/1_individual_methods_analysis/sim21/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim21/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..3fd4331
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.82
+2,AS,35.6
+3,BCohF,45.6666666666667
+4,BCohW,0
+5,BCorrD,41.25
+6,BCorrU,43.9933333333333
+7,BH2D,36.325
+8,BH2U,37.7933333333333
+9,BMITD1,36.1325
+10,BMITD2,36.0775
+11,BMITU,34.5733333333333
+12,BTED,36.1375
+13,BTEU,37.01
+14,COH1,40.6533333333333
+15,COH2,37.6333333333333
+16,DC1,35.8625
+17,dDTF,37.7425
+18,DTF,35.5625
+19,ffDTF,35.545
+20,Genie,41.11
+21,GGC,34.79
+22,GPDC,36.1125
+23,hmvar,35.2025
+24,MVAR,35.435
+25,oPDCF,35.935
+26,pCOH1,38.8166666666667
+27,pCOH2,38.81
+28,PCohF,46.12
+29,PCohW,0
+30,PCorrD,41.565
+31,PCorrU,37.2033333333333
+32,PDC,35.8425
+33,PH2D,36.1925
+34,PH2U,36.3166666666667
+35,PMITD1,36.2
+36,PMITD2,36.165
+37,PMITU,34.9633333333333
+38,PTED,36.32
+39,PTEU,36.9975
+40,Smvar,38.5266666666667
+41,Tigress,47.6575
diff --git a/1_individual_methods_analysis/sim21/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim21/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..f0d8973
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.76
+2,AS,40.52
+3,BCohF,45.2
+4,BCohW,0
+5,BCorrD,42.12
+6,BCorrU,43.6
+7,BH2D,40.64
+8,BH2U,38.32
+9,BMITD1,40.72
+10,BMITD2,40.68
+11,BMITU,35.52
+12,BTED,40.84
+13,BTEU,41.16
+14,COH1,40.56
+15,COH2,38
+16,DC1,40.48
+17,dDTF,41.2
+18,DTF,40.64
+19,ffDTF,40.68
+20,Genie,41.76
+21,GGC,40.44
+22,GPDC,40.68
+23,hmvar,40.52
+24,MVAR,40.44
+25,oPDCF,40.8
+26,pCOH1,39.2
+27,pCOH2,39.2
+28,PCohF,45.84
+29,PCohW,0
+30,PCorrD,42.12
+31,PCorrU,37.76
+32,PDC,40.72
+33,PH2D,40.72
+34,PH2U,36.88
+35,PMITD1,40.84
+36,PMITD2,40.84
+37,PMITU,36.16
+38,PTED,40.8
+39,PTEU,41
+40,Smvar,38.72
+41,Tigress,47.32
diff --git a/1_individual_methods_analysis/sim21/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim21/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..83d038c
--- /dev/null
+++ b/1_individual_methods_analysis/sim21/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,30.88
+2,AS,30.68
+3,BCohF,46.1333333333333
+4,BCohW,0
+5,BCorrD,40.38
+6,BCorrU,44.3866666666667
+7,BH2D,32.01
+8,BH2U,37.2666666666667
+9,BMITD1,31.545
+10,BMITD2,31.475
+11,BMITU,33.6266666666667
+12,BTED,31.435
+13,BTEU,32.86
+14,COH1,40.7466666666667
+15,COH2,37.2666666666667
+16,DC1,31.245
+17,dDTF,34.285
+18,DTF,30.485
+19,ffDTF,30.41
+20,Genie,40.46
+21,GGC,29.14
+22,GPDC,31.545
+23,hmvar,29.885
+24,MVAR,30.43
+25,oPDCF,31.07
+26,pCOH1,38.4333333333333
+27,pCOH2,38.42
+28,PCohF,46.4
+29,PCohW,0
+30,PCorrD,41.01
+31,PCorrU,36.6466666666667
+32,PDC,30.965
+33,PH2D,31.665
+34,PH2U,35.7533333333333
+35,PMITD1,31.56
+36,PMITD2,31.49
+37,PMITU,33.7666666666667
+38,PTED,31.84
+39,PTEU,32.995
+40,Smvar,38.3333333333333
+41,Tigress,47.995
diff --git a/1_individual_methods_analysis/sim22/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim22/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..c9731f9
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim22Sub001,sim22Sub002,sim22Sub003,sim22Sub004,sim22Sub005,sim22Sub006,sim22Sub007,sim22Sub008,sim22Sub009,sim22Sub010,sim22Sub011,sim22Sub012,sim22Sub013,sim22Sub014,sim22Sub015,sim22Sub016,sim22Sub017,sim22Sub018,sim22Sub019,sim22Sub020,sim22Sub021,sim22Sub022,sim22Sub023,sim22Sub024,sim22Sub025,sim22Sub026,sim22Sub027,sim22Sub028,sim22Sub029,sim22Sub030,sim22Sub031,sim22Sub032,sim22Sub033,sim22Sub034,sim22Sub035,sim22Sub036,sim22Sub037,sim22Sub038,sim22Sub039,sim22Sub040,sim22Sub041,sim22Sub042,sim22Sub043,sim22Sub044,sim22Sub045,sim22Sub046,sim22Sub047,sim22Sub048,sim22Sub049,sim22Sub050
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+2,AS,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.88,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8
+3,BCohF,0.84,0.92,1,0.76,0.84,0.84,0.92,0.76,0.84,0.84,1,1,0.92,1,0.76,1,0.84,0.84,0.84,0.92,0.92,0.92,0.92,0.84,0.92,0.84,0.76,0.92,0.84,1,0.84,1,0.84,0.92,0.84,1,0.84,0.92,0.92,0.84,0.76,0.92,0.92,0.76,0.92,0.84,0.92,0.84,0.92,0.84
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84
+6,BCorrU,0.84,0.92,1,0.76,0.92,0.84,0.92,0.84,0.92,0.92,1,1,0.84,0.92,0.92,0.92,0.84,0.84,0.84,0.84,0.76,0.92,0.92,0.84,0.76,0.84,0.76,0.84,0.76,0.92,0.84,0.84,0.84,0.92,0.76,0.84,0.92,0.84,0.92,0.76,0.84,1,0.84,0.76,0.92,0.84,0.92,0.76,0.84,0.92
+7,BH2D,0.84,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.92,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.88,0.84,0.88
+8,BH2U,0.92,0.92,1,0.76,0.92,0.84,0.92,0.76,0.76,0.84,0.84,1,0.76,0.92,0.76,0.84,0.84,0.76,0.84,0.68,0.92,0.84,0.84,0.84,0.76,0.92,0.76,0.84,0.76,0.92,0.92,0.76,0.92,0.76,0.76,1,0.84,0.84,0.84,0.76,0.76,0.76,0.84,0.84,0.84,0.84,0.76,0.92,0.68,0.84
+9,BMITD1,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.88,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84
+10,BMITD2,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.88
+11,BMITU,0.68,0.84,0.76,0.6,0.84,0.76,0.68,0.68,0.68,0.76,0.76,0.68,0.68,0.76,0.68,0.68,0.68,0.68,0.84,0.68,0.84,0.84,0.76,0.76,0.84,0.68,0.76,0.76,0.76,0.84,0.76,0.68,0.76,0.84,0.76,0.76,0.76,0.68,0.84,0.76,0.76,0.76,0.68,0.76,0.76,0.68,0.68,0.76,0.76,0.84
+12,BTED,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.88,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.88,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.84
+13,BTEU,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84
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+16,DC1,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8
+17,dDTF,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.88,0.84,0.84,0.8,0.8,0.8,0.88,0.8,0.88,0.8,0.8,0.8,0.84,0.88,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.88,0.92,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.88,0.84
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+26,pCOH1,0.84,0.92,0.76,0.76,0.92,0.92,0.84,0.76,0.84,0.76,1,0.84,0.76,0.76,0.84,0.84,0.84,0.76,0.84,0.76,0.68,0.84,0.84,0.76,0.92,0.76,0.92,0.76,0.68,0.76,0.84,0.92,0.76,0.84,0.76,0.76,0.76,0.84,0.92,0.84,0.84,0.76,0.76,0.68,0.92,0.92,0.84,0.68,0.84,0.92
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diff --git a/1_individual_methods_analysis/sim22/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim22/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..6608124
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim22Sub001,sim22Sub002,sim22Sub003,sim22Sub004,sim22Sub005,sim22Sub006,sim22Sub007,sim22Sub008,sim22Sub009,sim22Sub010,sim22Sub011,sim22Sub012,sim22Sub013,sim22Sub014,sim22Sub015,sim22Sub016,sim22Sub017,sim22Sub018,sim22Sub019,sim22Sub020,sim22Sub021,sim22Sub022,sim22Sub023,sim22Sub024,sim22Sub025,sim22Sub026,sim22Sub027,sim22Sub028,sim22Sub029,sim22Sub030,sim22Sub031,sim22Sub032,sim22Sub033,sim22Sub034,sim22Sub035,sim22Sub036,sim22Sub037,sim22Sub038,sim22Sub039,sim22Sub040,sim22Sub041,sim22Sub042,sim22Sub043,sim22Sub044,sim22Sub045,sim22Sub046,sim22Sub047,sim22Sub048,sim22Sub049,sim22Sub050
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diff --git a/1_individual_methods_analysis/sim22/Combined_data_37.csv b/1_individual_methods_analysis/sim22/Combined_data_37.csv
new file mode 100644
index 0000000..c2c0554
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim22/Combined_data_73.csv b/1_individual_methods_analysis/sim22/Combined_data_73.csv
new file mode 100644
index 0000000..c2c0554
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim22/Combined_data_equal.csv b/1_individual_methods_analysis/sim22/Combined_data_equal.csv
new file mode 100644
index 0000000..f987eb2
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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+40,0.72,0.76,0.7,0.733333333333334,0.726666666666667,0.753333333333334,0.746666666666666,0.773333333333333,0.773333333333333,0.72,0.833333333333333,0.693333333333334,0.84,0.733333333333334,0.706666666666667,0.733333333333334,0.766666666666666,0.78,0.76,0.74,0.76,0.733333333333334,0.733333333333334,0.72,0.74,0.733333333333334,0.746666666666666,0.78,0.72,0.693333333333334,0.746666666666666,0.773333333333333,0.753333333333334,0.733333333333334,0.66,0.733333333333334,0.733333333333334,0.76,0.84,0.72,0.673333333333334,0.74,0.713333333333333,0.713333333333333,0.773333333333333,0.666666666666667,0.733333333333334,0.773333333333333,0.726666666666667,0.72
+41,0.815,1,1,0.9125,0.87,0.94,0.965,0.935,1,0.9425,0.94,0.96,0.93,0.9475,0.93,0.975,0.945,0.9625,0.975,0.94,0.9,0.94,0.9325,0.965,0.895,1,0.94,0.92,0.865,0.9725,0.9675,0.96,0.96,0.895,0.94,0.955,0.83,0.94,0.97,0.97,0.97,0.975,0.875,0.855,0.925,0.86,0.9425,1,0.96,0.915
diff --git a/1_individual_methods_analysis/sim22/Combined_data_median_37.csv b/1_individual_methods_analysis/sim22/Combined_data_median_37.csv
new file mode 100644
index 0000000..2cfce06
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.77525
+2,AS,0.76775
+3,BCohF,0.884
+4,BCohW,0
+5,BCorrD,0.8295
+6,BCorrU,0.856
+7,BH2D,0.768
+8,BH2U,0.84
+9,BMITD1,0.78175
+10,BMITD2,0.781
+11,BMITU,0.744
+12,BTED,0.76325
+13,BTEU,0.75975
+14,COH1,0.836
+15,COH2,0.744
+16,DC1,0.7445
+17,dDTF,0.7885
+18,DTF,0.76175
+19,ffDTF,0.76225
+20,Genie,0.85125
+21,GGC,0.761
+22,GPDC,0.7475
+23,hmvar,0.77075
+24,MVAR,0.77
+25,oPDCF,0.7795
+26,pCOH1,0.836
+27,pCOH2,0.836
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.84525
+31,PCorrU,0.748
+32,PDC,0.7715
+33,PH2D,0.7595
+34,PH2U,0.762
+35,PMITD1,0.801
+36,PMITD2,0.79875
+37,PMITU,0.768
+38,PTED,0.75725
+39,PTEU,0.75025
+40,Smvar,0.744
+41,Tigress,0.93275
diff --git a/1_individual_methods_analysis/sim22/Combined_data_median_73.csv b/1_individual_methods_analysis/sim22/Combined_data_median_73.csv
new file mode 100644
index 0000000..2cfce06
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.77525
+2,AS,0.76775
+3,BCohF,0.884
+4,BCohW,0
+5,BCorrD,0.8295
+6,BCorrU,0.856
+7,BH2D,0.768
+8,BH2U,0.84
+9,BMITD1,0.78175
+10,BMITD2,0.781
+11,BMITU,0.744
+12,BTED,0.76325
+13,BTEU,0.75975
+14,COH1,0.836
+15,COH2,0.744
+16,DC1,0.7445
+17,dDTF,0.7885
+18,DTF,0.76175
+19,ffDTF,0.76225
+20,Genie,0.85125
+21,GGC,0.761
+22,GPDC,0.7475
+23,hmvar,0.77075
+24,MVAR,0.77
+25,oPDCF,0.7795
+26,pCOH1,0.836
+27,pCOH2,0.836
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.84525
+31,PCorrU,0.748
+32,PDC,0.7715
+33,PH2D,0.7595
+34,PH2U,0.762
+35,PMITD1,0.801
+36,PMITD2,0.79875
+37,PMITU,0.768
+38,PTED,0.75725
+39,PTEU,0.75025
+40,Smvar,0.744
+41,Tigress,0.93275
diff --git a/1_individual_methods_analysis/sim22/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim22/Combined_data_median_equal.csv
new file mode 100644
index 0000000..7a1a148
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75375
+2,AS,0.745
+3,BCohF,0.886666666666667
+4,BCohW,0
+5,BCorrD,0.8225
+6,BCorrU,0.866666666666666
+7,BH2D,0.73375
+8,BH2U,0.84
+9,BMITD1,0.7525
+10,BMITD2,0.7475
+11,BMITU,0.733333333333334
+12,BTED,0.72375
+13,BTEU,0.72125
+14,COH1,0.833333333333333
+15,COH2,0.733333333333334
+16,DC1,0.7075
+17,dDTF,0.76375
+18,DTF,0.73375
+19,ffDTF,0.73
+20,Genie,0.85375
+21,GGC,0.735
+22,GPDC,0.7125
+23,hmvar,0.75
+24,MVAR,0.74625
+25,oPDCF,0.75
+26,pCOH1,0.833333333333333
+27,pCOH2,0.833333333333333
+28,PCohF,0.933333333333334
+29,PCohW,0
+30,PCorrD,0.845
+31,PCorrU,0.74
+32,PDC,0.74875
+33,PH2D,0.72875
+34,PH2U,0.763333333333333
+35,PMITD1,0.775
+36,PMITD2,0.77375
+37,PMITU,0.773333333333333
+38,PTED,0.72625
+39,PTEU,0.71125
+40,Smvar,0.733333333333334
+41,Tigress,0.94125
diff --git a/1_individual_methods_analysis/sim22/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim22/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..d8ada9c
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.88
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.84
+10,BMITD2,0.84
+11,BMITU,0.76
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.84
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.84
+36,PMITD2,0.84
+37,PMITU,0.76
+38,PTED,0.8
+39,PTEU,0.8
+40,Smvar,0.76
+41,Tigress,0.92
diff --git a/1_individual_methods_analysis/sim22/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim22/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..f5969c7
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6925
+2,AS,0.6875
+3,BCohF,0.893333333333333
+4,BCohW,0
+5,BCorrD,0.8075
+6,BCorrU,0.893333333333333
+7,BH2D,0.66
+8,BH2U,0.84
+9,BMITD1,0.675
+10,BMITD2,0.685
+11,BMITU,0.72
+12,BTED,0.625
+13,BTEU,0.6175
+14,COH1,0.826666666666667
+15,COH2,0.72
+16,DC1,0.6125
+17,dDTF,0.705
+18,DTF,0.645
+19,ffDTF,0.655
+20,Genie,0.855
+21,GGC,0.6675
+22,GPDC,0.625
+23,hmvar,0.69
+24,MVAR,0.69
+25,oPDCF,0.67
+26,pCOH1,0.826666666666666
+27,pCOH2,0.826666666666666
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.83
+31,PCorrU,0.72
+32,PDC,0.6775
+33,PH2D,0.6325
+34,PH2U,0.76
+35,PMITD1,0.7175
+36,PMITD2,0.72
+37,PMITU,0.786666666666667
+38,PTED,0.6375
+39,PTEU,0.615
+40,Smvar,0.706666666666667
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim22/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim22/Combined_data_sums_37.csv
new file mode 100644
index 0000000..411fe6e
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.3355
+2,AS,38.703
+3,BCohF,44.448
+4,BCohW,0
+5,BCorrD,41.2805
+6,BCorrU,43.636
+7,BH2D,38.6515
+8,BH2U,41.624
+9,BMITD1,38.9185
+10,BMITD2,38.9535
+11,BMITU,36.896
+12,BTED,38.163
+13,BTEU,38.017
+14,COH1,41.18
+15,COH2,37.168
+16,DC1,37.4595
+17,dDTF,39.824
+18,DTF,38.393
+19,ffDTF,38.3745
+20,Genie,42.8225
+21,GGC,38.296
+22,GPDC,37.7825
+23,hmvar,39.0015
+24,MVAR,38.779
+25,oPDCF,39.261
+26,pCOH1,40.924
+27,pCOH2,40.924
+28,PCohF,46.328
+29,PCohW,0
+30,PCorrD,42.0595
+31,PCorrU,37.664
+32,PDC,38.9175
+33,PH2D,38.0555
+34,PH2U,39.018
+35,PMITD1,39.6815
+36,PMITD2,39.618
+37,PMITU,39.018
+38,PTED,38.22
+39,PTEU,37.716
+40,Smvar,37.328
+41,Tigress,46.768
diff --git a/1_individual_methods_analysis/sim22/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim22/Combined_data_sums_73.csv
new file mode 100644
index 0000000..411fe6e
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.3355
+2,AS,38.703
+3,BCohF,44.448
+4,BCohW,0
+5,BCorrD,41.2805
+6,BCorrU,43.636
+7,BH2D,38.6515
+8,BH2U,41.624
+9,BMITD1,38.9185
+10,BMITD2,38.9535
+11,BMITU,36.896
+12,BTED,38.163
+13,BTEU,38.017
+14,COH1,41.18
+15,COH2,37.168
+16,DC1,37.4595
+17,dDTF,39.824
+18,DTF,38.393
+19,ffDTF,38.3745
+20,Genie,42.8225
+21,GGC,38.296
+22,GPDC,37.7825
+23,hmvar,39.0015
+24,MVAR,38.779
+25,oPDCF,39.261
+26,pCOH1,40.924
+27,pCOH2,40.924
+28,PCohF,46.328
+29,PCohW,0
+30,PCorrD,42.0595
+31,PCorrU,37.664
+32,PDC,38.9175
+33,PH2D,38.0555
+34,PH2U,39.018
+35,PMITD1,39.6815
+36,PMITD2,39.618
+37,PMITU,39.018
+38,PTED,38.22
+39,PTEU,37.716
+40,Smvar,37.328
+41,Tigress,46.768
diff --git a/1_individual_methods_analysis/sim22/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim22/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..cb91edd
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.1725
+2,AS,37.385
+3,BCohF,44.64
+4,BCohW,0
+5,BCorrD,40.9075
+6,BCorrU,43.8733333333333
+7,BH2D,37.0325
+8,BH2U,41.5333333333333
+9,BMITD1,37.3975
+10,BMITD2,37.4825
+11,BMITU,36.64
+12,BTED,36.245
+13,BTEU,35.975
+14,COH1,41.2733333333333
+15,COH2,37.04
+16,DC1,35.4725
+17,dDTF,38.8
+18,DTF,36.975
+19,ffDTF,36.9175
+20,Genie,42.7575
+21,GGC,36.92
+22,GPDC,35.9575
+23,hmvar,37.8025
+24,MVAR,37.485
+25,oPDCF,37.755
+26,pCOH1,40.9533333333333
+27,pCOH2,40.9533333333333
+28,PCohF,46.4933333333333
+29,PCohW,0
+30,PCorrD,41.8325
+31,PCorrU,37.3333333333333
+32,PDC,37.5025
+33,PH2D,36.2525
+34,PH2U,38.95
+35,PMITD1,38.4825
+36,PMITD2,38.43
+37,PMITU,38.79
+38,PTED,36.34
+39,PTEU,35.66
+40,Smvar,37.04
+41,Tigress,46.88
diff --git a/1_individual_methods_analysis/sim22/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim22/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..ed54f8f
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,41.08
+2,AS,40.68
+3,BCohF,44.16
+4,BCohW,0
+5,BCorrD,41.84
+6,BCorrU,43.28
+7,BH2D,41.08
+8,BH2U,41.76
+9,BMITD1,41.2
+10,BMITD2,41.16
+11,BMITU,37.28
+12,BTED,41.04
+13,BTEU,41.08
+14,COH1,41.04
+15,COH2,37.36
+16,DC1,40.44
+17,dDTF,41.36
+18,DTF,40.52
+19,ffDTF,40.56
+20,Genie,42.92
+21,GGC,40.36
+22,GPDC,40.52
+23,hmvar,40.8
+24,MVAR,40.72
+25,oPDCF,41.52
+26,pCOH1,40.88
+27,pCOH2,40.88
+28,PCohF,46.08
+29,PCohW,0
+30,PCorrD,42.4
+31,PCorrU,38.16
+32,PDC,41.04
+33,PH2D,40.76
+34,PH2U,39.12
+35,PMITD1,41.48
+36,PMITD2,41.4
+37,PMITU,39.36
+38,PTED,41.04
+39,PTEU,40.8
+40,Smvar,37.76
+41,Tigress,46.6
diff --git a/1_individual_methods_analysis/sim22/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim22/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..90a153c
--- /dev/null
+++ b/1_individual_methods_analysis/sim22/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.265
+2,AS,34.09
+3,BCohF,45.12
+4,BCohW,0
+5,BCorrD,39.975
+6,BCorrU,44.4666666666667
+7,BH2D,32.985
+8,BH2U,41.3066666666667
+9,BMITD1,33.595
+10,BMITD2,33.805
+11,BMITU,36
+12,BTED,31.45
+13,BTEU,30.87
+14,COH1,41.5066666666667
+15,COH2,36.72
+16,DC1,30.505
+17,dDTF,36.24
+18,DTF,33.43
+19,ffDTF,33.275
+20,Genie,42.595
+21,GGC,33.48
+22,GPDC,31.395
+23,hmvar,34.805
+24,MVAR,34.25
+25,oPDCF,33.99
+26,pCOH1,41.0266666666667
+27,pCOH2,41.0266666666667
+28,PCohF,46.9066666666667
+29,PCohW,0
+30,PCorrD,41.265
+31,PCorrU,36.5066666666667
+32,PDC,33.965
+33,PH2D,31.745
+34,PH2U,38.78
+35,PMITD1,35.485
+36,PMITD2,35.46
+37,PMITU,38.22
+38,PTED,31.64
+39,PTEU,30.52
+40,Smvar,36.32
+41,Tigress,47.16
diff --git a/1_individual_methods_analysis/sim23/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim23/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..a0f4b7e
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim23Sub001,sim23Sub002,sim23Sub003,sim23Sub004,sim23Sub005,sim23Sub006,sim23Sub007,sim23Sub008,sim23Sub009,sim23Sub010,sim23Sub011,sim23Sub012,sim23Sub013,sim23Sub014,sim23Sub015,sim23Sub016,sim23Sub017,sim23Sub018,sim23Sub019,sim23Sub020,sim23Sub021,sim23Sub022,sim23Sub023,sim23Sub024,sim23Sub025,sim23Sub026,sim23Sub027,sim23Sub028,sim23Sub029,sim23Sub030,sim23Sub031,sim23Sub032,sim23Sub033,sim23Sub034,sim23Sub035,sim23Sub036,sim23Sub037,sim23Sub038,sim23Sub039,sim23Sub040,sim23Sub041,sim23Sub042,sim23Sub043,sim23Sub044,sim23Sub045,sim23Sub046,sim23Sub047,sim23Sub048,sim23Sub049,sim23Sub050
+1,Af,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+2,AS,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+3,BCohF,0.92,0.84,0.92,0.92,0.92,0.76,0.84,1,0.92,0.84,0.76,1,0.92,0.84,0.84,0.84,0.76,0.84,0.92,0.84,0.84,0.76,0.84,0.76,0.84,0.84,0.84,0.92,0.84,0.92,0.76,0.84,1,0.76,0.84,0.76,0.84,0.84,0.76,0.84,0.84,0.84,0.76,0.76,0.92,0.84,0.84,0.92,0.76,0.76
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BCorrU,0.92,0.68,0.92,0.92,0.84,0.76,0.84,0.92,0.84,0.76,0.76,0.92,0.84,0.92,0.76,0.84,0.84,0.84,0.84,0.76,0.84,0.76,0.92,0.84,0.92,0.84,0.76,0.92,0.92,1,0.68,0.84,1,0.76,0.84,0.76,0.84,0.92,0.84,0.92,0.84,0.84,0.84,0.76,0.84,0.92,0.76,0.84,0.76,0.68
+7,BH2D,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.92,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.8
+8,BH2U,0.84,0.76,0.84,0.84,0.84,0.68,0.84,0.84,0.84,0.76,0.76,0.92,1,0.84,0.76,0.76,0.84,0.92,0.76,0.76,0.84,0.76,0.92,0.84,0.84,0.92,0.76,0.92,0.92,0.92,0.68,0.76,0.92,0.76,0.76,0.76,0.76,0.92,0.68,0.84,0.84,0.84,0.84,0.76,0.84,0.92,0.76,0.84,0.76,0.68
+9,BMITD1,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+10,BMITD2,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+11,BMITU,0.84,0.76,0.76,1,0.68,0.76,0.84,0.92,0.76,0.76,0.76,0.84,0.84,0.84,0.76,0.76,0.76,0.68,0.84,0.68,0.76,0.76,0.76,0.84,0.84,0.76,0.76,0.76,0.92,0.92,0.6,0.68,0.84,0.68,0.76,0.68,0.68,0.76,0.76,0.92,0.92,0.76,0.92,0.68,0.76,0.76,0.76,0.68,0.76,0.76
+12,BTED,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.92,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8
+13,BTEU,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8
+14,COH1,0.84,0.68,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.76,0.92,0.84,0.84,1,0.84,0.92,0.76,0.76,0.76,0.84,0.84,0.84,0.76,0.84,1,0.84,0.84,0.84,0.84,0.92,0.84,0.92,0.84,0.84,0.76,0.76,0.92,0.92,1,0.76,0.92,0.84,0.92,0.84,0.92,0.84,0.84,0.84,0.76
+15,COH2,0.84,0.76,0.84,0.84,0.92,0.84,0.84,0.76,0.76,0.84,0.76,0.76,0.76,0.76,0.92,0.76,0.84,0.76,0.76,0.76,0.84,0.76,0.92,0.76,0.92,0.84,0.84,0.76,0.68,0.76,0.92,0.76,0.76,0.84,0.84,0.84,0.76,0.84,0.84,0.76,0.76,0.84,0.84,0.76,0.84,0.84,0.84,0.84,0.76,0.76
+16,DC1,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.8
+17,dDTF,0.84,0.8,0.84,0.88,0.8,0.8,0.84,0.88,0.88,0.92,0.8,0.84,0.8,0.84,0.84,0.88,0.88,0.84,0.84,0.8,0.8,0.84,0.88,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.92,0.84,0.88,0.84,0.84,0.84
+18,DTF,0.8,0.8,0.8,0.92,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8
+19,ffDTF,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+20,Genie,0.88,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.88,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.88,0.8
+21,GGC,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
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diff --git a/1_individual_methods_analysis/sim23/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim23/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..bc5c114
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim23/Combined_data_37.csv b/1_individual_methods_analysis/sim23/Combined_data_37.csv
new file mode 100644
index 0000000..9a8f8d7
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim23/Combined_data_73.csv b/1_individual_methods_analysis/sim23/Combined_data_73.csv
new file mode 100644
index 0000000..9a8f8d7
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim23/Combined_data_equal.csv b/1_individual_methods_analysis/sim23/Combined_data_equal.csv
new file mode 100644
index 0000000..d88ad5b
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim23/Combined_data_median_37.csv b/1_individual_methods_analysis/sim23/Combined_data_median_37.csv
new file mode 100644
index 0000000..0ff216b
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74
+2,AS,0.73025
+3,BCohF,0.854
+4,BCohW,0
+5,BCorrD,0.81975
+6,BCorrU,0.848
+7,BH2D,0.77575
+8,BH2U,0.84
+9,BMITD1,0.8055
+10,BMITD2,0.8085
+11,BMITU,0.764
+12,BTED,0.7625
+13,BTEU,0.78175
+14,COH1,0.852
+15,COH2,0.836
+16,DC1,0.761
+17,dDTF,0.798
+18,DTF,0.74425
+19,ffDTF,0.742
+20,Genie,0.8045
+21,GGC,0.71375
+22,GPDC,0.75725
+23,hmvar,0.73775
+24,MVAR,0.73025
+25,oPDCF,0.73925
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.83775
+31,PCorrU,0.928
+32,PDC,0.74075
+33,PH2D,0.76825
+34,PH2U,0.832
+35,PMITD1,0.82275
+36,PMITD2,0.81625
+37,PMITU,0.849
+38,PTED,0.7655
+39,PTEU,0.77125
+40,Smvar,0.74
+41,Tigress,0.89275
diff --git a/1_individual_methods_analysis/sim23/Combined_data_median_73.csv b/1_individual_methods_analysis/sim23/Combined_data_median_73.csv
new file mode 100644
index 0000000..0ff216b
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74
+2,AS,0.73025
+3,BCohF,0.854
+4,BCohW,0
+5,BCorrD,0.81975
+6,BCorrU,0.848
+7,BH2D,0.77575
+8,BH2U,0.84
+9,BMITD1,0.8055
+10,BMITD2,0.8085
+11,BMITU,0.764
+12,BTED,0.7625
+13,BTEU,0.78175
+14,COH1,0.852
+15,COH2,0.836
+16,DC1,0.761
+17,dDTF,0.798
+18,DTF,0.74425
+19,ffDTF,0.742
+20,Genie,0.8045
+21,GGC,0.71375
+22,GPDC,0.75725
+23,hmvar,0.73775
+24,MVAR,0.73025
+25,oPDCF,0.73925
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.83775
+31,PCorrU,0.928
+32,PDC,0.74075
+33,PH2D,0.76825
+34,PH2U,0.832
+35,PMITD1,0.82275
+36,PMITD2,0.81625
+37,PMITU,0.849
+38,PTED,0.7655
+39,PTEU,0.77125
+40,Smvar,0.74
+41,Tigress,0.89275
diff --git a/1_individual_methods_analysis/sim23/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim23/Combined_data_median_equal.csv
new file mode 100644
index 0000000..268904f
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7
+2,AS,0.68375
+3,BCohF,0.863333333333333
+4,BCohW,0
+5,BCorrD,0.80625
+6,BCorrU,0.853333333333333
+7,BH2D,0.75125
+8,BH2U,0.84
+9,BMITD1,0.78625
+10,BMITD2,0.79125
+11,BMITU,0.766666666666666
+12,BTED,0.7225
+13,BTEU,0.75
+14,COH1,0.86
+15,COH2,0.833333333333333
+16,DC1,0.7275
+17,dDTF,0.7825
+18,DTF,0.70625
+19,ffDTF,0.7025
+20,Genie,0.8
+21,GGC,0.65625
+22,GPDC,0.72375
+23,hmvar,0.69375
+24,MVAR,0.68375
+25,oPDCF,0.69875
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.83875
+31,PCorrU,0.933333333333334
+32,PDC,0.69625
+33,PH2D,0.7425
+34,PH2U,0.826666666666666
+35,PMITD1,0.8125
+36,PMITD2,0.81375
+37,PMITU,0.855
+38,PTED,0.73375
+39,PTEU,0.73875
+40,Smvar,0.726666666666667
+41,Tigress,0.9
diff --git a/1_individual_methods_analysis/sim23/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim23/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..606fca2
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.84
+10,BMITD2,0.84
+11,BMITU,0.76
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.84
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.92
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.84
+35,PMITD1,0.84
+36,PMITD2,0.84
+37,PMITU,0.84
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.76
+41,Tigress,0.88
diff --git a/1_individual_methods_analysis/sim23/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim23/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..4f24438
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6
+2,AS,0.5675
+3,BCohF,0.88
+4,BCohW,0
+5,BCorrD,0.775
+6,BCorrU,0.866666666666667
+7,BH2D,0.7
+8,BH2U,0.84
+9,BMITD1,0.74
+10,BMITD2,0.75
+11,BMITU,0.773333333333333
+12,BTED,0.63
+13,BTEU,0.67
+14,COH1,0.88
+15,COH2,0.853333333333333
+16,DC1,0.655
+17,dDTF,0.7425
+18,DTF,0.6075
+19,ffDTF,0.6025
+20,Genie,0.77
+21,GGC,0.5125
+22,GPDC,0.635
+23,hmvar,0.585
+24,MVAR,0.5675
+25,oPDCF,0.5975
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.946666666666667
+32,PDC,0.5925
+33,PH2D,0.665
+34,PH2U,0.833333333333333
+35,PMITD1,0.7925
+36,PMITD2,0.7925
+37,PMITU,0.87
+38,PTED,0.635
+39,PTEU,0.6475
+40,Smvar,0.706666666666667
+41,Tigress,0.915
diff --git a/1_individual_methods_analysis/sim23/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim23/Combined_data_sums_37.csv
new file mode 100644
index 0000000..0f3bd2c
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.1925
+2,AS,36.9285
+3,BCohF,42.8
+4,BCohW,0
+5,BCorrD,40.806
+6,BCorrU,42.244
+7,BH2D,38.9675
+8,BH2U,41.208
+9,BMITD1,40.116
+10,BMITD2,40.1095
+11,BMITU,39.292
+12,BTED,38.1005
+13,BTEU,39.018
+14,COH1,42.99
+15,COH2,41.002
+16,DC1,38.289
+17,dDTF,40.2235
+18,DTF,37.5445
+19,ffDTF,37.479
+20,Genie,40.2715
+21,GGC,35.7825
+22,GPDC,37.981
+23,hmvar,37.1495
+24,MVAR,36.993
+25,oPDCF,37.1675
+26,pCOH1,45.348
+27,pCOH2,45.348
+28,PCohF,47.856
+29,PCohW,0
+30,PCorrD,41.401
+31,PCorrU,45.444
+32,PDC,37.1645
+33,PH2D,38.504
+34,PH2U,40.866
+35,PMITD1,40.7395
+36,PMITD2,40.74
+37,PMITU,42.246
+38,PTED,38.3925
+39,PTEU,38.5735
+40,Smvar,36.478
+41,Tigress,44.7685
diff --git a/1_individual_methods_analysis/sim23/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim23/Combined_data_sums_73.csv
new file mode 100644
index 0000000..0f3bd2c
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.1925
+2,AS,36.9285
+3,BCohF,42.8
+4,BCohW,0
+5,BCorrD,40.806
+6,BCorrU,42.244
+7,BH2D,38.9675
+8,BH2U,41.208
+9,BMITD1,40.116
+10,BMITD2,40.1095
+11,BMITU,39.292
+12,BTED,38.1005
+13,BTEU,39.018
+14,COH1,42.99
+15,COH2,41.002
+16,DC1,38.289
+17,dDTF,40.2235
+18,DTF,37.5445
+19,ffDTF,37.479
+20,Genie,40.2715
+21,GGC,35.7825
+22,GPDC,37.981
+23,hmvar,37.1495
+24,MVAR,36.993
+25,oPDCF,37.1675
+26,pCOH1,45.348
+27,pCOH2,45.348
+28,PCohF,47.856
+29,PCohW,0
+30,PCorrD,41.401
+31,PCorrU,45.444
+32,PDC,37.1645
+33,PH2D,38.504
+34,PH2U,40.866
+35,PMITD1,40.7395
+36,PMITD2,40.74
+37,PMITU,42.246
+38,PTED,38.3925
+39,PTEU,38.5735
+40,Smvar,36.478
+41,Tigress,44.7685
diff --git a/1_individual_methods_analysis/sim23/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim23/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..c20c0d5
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.1075
+2,AS,34.5875
+3,BCohF,43.12
+4,BCohW,0
+5,BCorrD,40.17
+6,BCorrU,42.46
+7,BH2D,37.6925
+8,BH2U,41.3733333333333
+9,BMITD1,39.18
+10,BMITD2,39.2225
+11,BMITU,39.46
+12,BTED,36.2475
+13,BTEU,37.35
+14,COH1,43.3833333333333
+15,COH2,41.4033333333333
+16,DC1,36.615
+17,dDTF,39.2525
+18,DTF,35.5075
+19,ffDTF,35.425
+20,Genie,39.6525
+21,GGC,32.9175
+22,GPDC,35.995
+23,hmvar,34.9825
+24,MVAR,34.695
+25,oPDCF,35.0125
+26,pCOH1,45.5
+27,pCOH2,45.5
+28,PCohF,47.9733333333333
+29,PCohW,0
+30,PCorrD,41.215
+31,PCorrU,45.5533333333333
+32,PDC,34.9275
+33,PH2D,37.08
+34,PH2U,40.8033333333333
+35,PMITD1,40.1925
+36,PMITD2,40.22
+37,PMITU,42.41
+38,PTED,36.7075
+39,PTEU,36.9025
+40,Smvar,36.1566666666667
+41,Tigress,44.7475
diff --git a/1_individual_methods_analysis/sim23/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim23/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..3d363b9
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.32
+2,AS,40.44
+3,BCohF,42.32
+4,BCohW,0
+5,BCorrD,41.76
+6,BCorrU,41.92
+7,BH2D,40.88
+8,BH2U,40.96
+9,BMITD1,41.52
+10,BMITD2,41.44
+11,BMITU,39.04
+12,BTED,40.88
+13,BTEU,41.52
+14,COH1,42.4
+15,COH2,40.4
+16,DC1,40.8
+17,dDTF,41.68
+18,DTF,40.6
+19,ffDTF,40.56
+20,Genie,41.2
+21,GGC,40.08
+22,GPDC,40.96
+23,hmvar,40.4
+24,MVAR,40.44
+25,oPDCF,40.4
+26,pCOH1,45.12
+27,pCOH2,45.12
+28,PCohF,47.68
+29,PCohW,0
+30,PCorrD,41.68
+31,PCorrU,45.28
+32,PDC,40.52
+33,PH2D,40.64
+34,PH2U,40.96
+35,PMITD1,41.56
+36,PMITD2,41.52
+37,PMITU,42
+38,PTED,40.92
+39,PTEU,41.08
+40,Smvar,36.96
+41,Tigress,44.8
diff --git a/1_individual_methods_analysis/sim23/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim23/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..1608e9a
--- /dev/null
+++ b/1_individual_methods_analysis/sim23/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,29.895
+2,AS,28.735
+3,BCohF,43.92
+4,BCohW,0
+5,BCorrD,38.58
+6,BCorrU,43
+7,BH2D,34.505
+8,BH2U,41.7866666666667
+9,BMITD1,36.84
+10,BMITD2,37.005
+11,BMITU,39.88
+12,BTED,31.615
+13,BTEU,33.18
+14,COH1,44.3666666666667
+15,COH2,42.4066666666667
+16,DC1,32.43
+17,dDTF,36.825
+18,DTF,30.415
+19,ffDTF,30.29
+20,Genie,38.105
+21,GGC,25.755
+22,GPDC,31.03
+23,hmvar,29.565
+24,MVAR,28.95
+25,oPDCF,29.625
+26,pCOH1,45.88
+27,pCOH2,45.88
+28,PCohF,48.2666666666667
+29,PCohW,0
+30,PCorrD,40.75
+31,PCorrU,45.8266666666667
+32,PDC,29.335
+33,PH2D,33.52
+34,PH2U,40.6466666666667
+35,PMITD1,38.825
+36,PMITD2,38.92
+37,PMITU,42.82
+38,PTED,32.495
+39,PTEU,32.725
+40,Smvar,35.3533333333333
+41,Tigress,44.695
diff --git a/1_individual_methods_analysis/sim24/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim24/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..75926bc
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim24Sub001,sim24Sub002,sim24Sub003,sim24Sub004,sim24Sub005,sim24Sub006,sim24Sub007,sim24Sub008,sim24Sub009,sim24Sub010,sim24Sub011,sim24Sub012,sim24Sub013,sim24Sub014,sim24Sub015,sim24Sub016,sim24Sub017,sim24Sub018,sim24Sub019,sim24Sub020,sim24Sub021,sim24Sub022,sim24Sub023,sim24Sub024,sim24Sub025,sim24Sub026,sim24Sub027,sim24Sub028,sim24Sub029,sim24Sub030,sim24Sub031,sim24Sub032,sim24Sub033,sim24Sub034,sim24Sub035,sim24Sub036,sim24Sub037,sim24Sub038,sim24Sub039,sim24Sub040,sim24Sub041,sim24Sub042,sim24Sub043,sim24Sub044,sim24Sub045,sim24Sub046,sim24Sub047,sim24Sub048,sim24Sub049,sim24Sub050
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+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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+7,BH2D,0.84,0.8,0.84,0.88,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84
+8,BH2U,0.84,0.76,0.68,0.76,0.84,0.76,0.92,0.76,0.84,0.68,0.76,0.84,0.68,0.68,0.68,0.76,0.6,0.68,0.68,0.76,0.68,0.76,0.92,0.68,0.76,0.84,0.84,0.76,0.6,0.68,0.76,0.6,0.68,0.76,0.76,0.68,0.84,0.76,0.68,0.68,0.68,0.76,0.68,0.6,0.92,0.76,0.84,0.76,0.84,0.68
+9,BMITD1,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+10,BMITD2,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84
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diff --git a/1_individual_methods_analysis/sim24/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim24/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..af89fa5
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim24Sub001,sim24Sub002,sim24Sub003,sim24Sub004,sim24Sub005,sim24Sub006,sim24Sub007,sim24Sub008,sim24Sub009,sim24Sub010,sim24Sub011,sim24Sub012,sim24Sub013,sim24Sub014,sim24Sub015,sim24Sub016,sim24Sub017,sim24Sub018,sim24Sub019,sim24Sub020,sim24Sub021,sim24Sub022,sim24Sub023,sim24Sub024,sim24Sub025,sim24Sub026,sim24Sub027,sim24Sub028,sim24Sub029,sim24Sub030,sim24Sub031,sim24Sub032,sim24Sub033,sim24Sub034,sim24Sub035,sim24Sub036,sim24Sub037,sim24Sub038,sim24Sub039,sim24Sub040,sim24Sub041,sim24Sub042,sim24Sub043,sim24Sub044,sim24Sub045,sim24Sub046,sim24Sub047,sim24Sub048,sim24Sub049,sim24Sub050
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diff --git a/1_individual_methods_analysis/sim24/Combined_data_37.csv b/1_individual_methods_analysis/sim24/Combined_data_37.csv
new file mode 100644
index 0000000..4711731
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim24/Combined_data_73.csv b/1_individual_methods_analysis/sim24/Combined_data_73.csv
new file mode 100644
index 0000000..4711731
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim24/Combined_data_equal.csv b/1_individual_methods_analysis/sim24/Combined_data_equal.csv
new file mode 100644
index 0000000..a05303a
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim24/Combined_data_median_37.csv b/1_individual_methods_analysis/sim24/Combined_data_median_37.csv
new file mode 100644
index 0000000..29db589
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.73325
+2,AS,0.7265
+3,BCohF,0.768
+4,BCohW,0
+5,BCorrD,0.79875
+6,BCorrU,0.764
+7,BH2D,0.769
+8,BH2U,0.75
+9,BMITD1,0.79875
+10,BMITD2,0.80025
+11,BMITU,0.764
+12,BTED,0.7555
+13,BTEU,0.77125
+14,COH1,0.784
+15,COH2,0.78
+16,DC1,0.7595
+17,dDTF,0.79375
+18,DTF,0.73625
+19,ffDTF,0.74225
+20,Genie,0.778
+21,GGC,0.71375
+22,GPDC,0.74975
+23,hmvar,0.725
+24,MVAR,0.72725
+25,oPDCF,0.73325
+26,pCOH1,0.91
+27,pCOH2,0.91
+28,PCohF,0.852
+29,PCohW,0
+30,PCorrD,0.80025
+31,PCorrU,0.776
+32,PDC,0.73325
+33,PH2D,0.75875
+34,PH2U,0.72
+35,PMITD1,0.7985
+36,PMITD2,0.7895
+37,PMITU,0.8
+38,PTED,0.75275
+39,PTEU,0.7595
+40,Smvar,0.706
+41,Tigress,0.84375
diff --git a/1_individual_methods_analysis/sim24/Combined_data_median_73.csv b/1_individual_methods_analysis/sim24/Combined_data_median_73.csv
new file mode 100644
index 0000000..29db589
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.73325
+2,AS,0.7265
+3,BCohF,0.768
+4,BCohW,0
+5,BCorrD,0.79875
+6,BCorrU,0.764
+7,BH2D,0.769
+8,BH2U,0.75
+9,BMITD1,0.79875
+10,BMITD2,0.80025
+11,BMITU,0.764
+12,BTED,0.7555
+13,BTEU,0.77125
+14,COH1,0.784
+15,COH2,0.78
+16,DC1,0.7595
+17,dDTF,0.79375
+18,DTF,0.73625
+19,ffDTF,0.74225
+20,Genie,0.778
+21,GGC,0.71375
+22,GPDC,0.74975
+23,hmvar,0.725
+24,MVAR,0.72725
+25,oPDCF,0.73325
+26,pCOH1,0.91
+27,pCOH2,0.91
+28,PCohF,0.852
+29,PCohW,0
+30,PCorrD,0.80025
+31,PCorrU,0.776
+32,PDC,0.73325
+33,PH2D,0.75875
+34,PH2U,0.72
+35,PMITD1,0.7985
+36,PMITD2,0.7895
+37,PMITU,0.8
+38,PTED,0.75275
+39,PTEU,0.7595
+40,Smvar,0.706
+41,Tigress,0.84375
diff --git a/1_individual_methods_analysis/sim24/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim24/Combined_data_median_equal.csv
new file mode 100644
index 0000000..f60c6ab
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.68875
+2,AS,0.6775
+3,BCohF,0.773333333333333
+4,BCohW,0
+5,BCorrD,0.77125
+6,BCorrU,0.766666666666666
+7,BH2D,0.74
+8,BH2U,0.743333333333333
+9,BMITD1,0.7725
+10,BMITD2,0.775
+11,BMITU,0.766666666666666
+12,BTED,0.715
+13,BTEU,0.735
+14,COH1,0.8
+15,COH2,0.793333333333333
+16,DC1,0.72875
+17,dDTF,0.77875
+18,DTF,0.69375
+19,ffDTF,0.6975
+20,Genie,0.76125
+21,GGC,0.65625
+22,GPDC,0.71125
+23,hmvar,0.675
+24,MVAR,0.67625
+25,oPDCF,0.68875
+26,pCOH1,0.903333333333333
+27,pCOH2,0.903333333333333
+28,PCohF,0.86
+29,PCohW,0
+30,PCorrD,0.77625
+31,PCorrU,0.786666666666667
+32,PDC,0.68875
+33,PH2D,0.725
+34,PH2U,0.72
+35,PMITD1,0.7825
+36,PMITD2,0.78
+37,PMITU,0.813333333333333
+38,PTED,0.71125
+39,PTEU,0.725
+40,Smvar,0.696666666666667
+41,Tigress,0.84
diff --git a/1_individual_methods_analysis/sim24/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim24/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..9e9d4b6
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.76
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.76
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.84
+10,BMITD2,0.84
+11,BMITU,0.76
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.76
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.8
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,0.84
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.72
+35,PMITD1,0.84
+36,PMITD2,0.84
+37,PMITU,0.8
+38,PTED,0.8
+39,PTEU,0.8
+40,Smvar,0.72
+41,Tigress,0.84
diff --git a/1_individual_methods_analysis/sim24/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim24/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e3285b7
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.5775
+2,AS,0.555
+3,BCohF,0.786666666666667
+4,BCohW,0
+5,BCorrD,0.7075
+6,BCorrU,0.773333333333333
+7,BH2D,0.665
+8,BH2U,0.726666666666666
+9,BMITD1,0.705
+10,BMITD2,0.71
+11,BMITU,0.766666666666666
+12,BTED,0.625
+13,BTEU,0.6425
+14,COH1,0.84
+15,COH2,0.826666666666667
+16,DC1,0.64
+17,dDTF,0.74
+18,DTF,0.5825
+19,ffDTF,0.585
+20,Genie,0.7025
+21,GGC,0.5125
+22,GPDC,0.6
+23,hmvar,0.55
+24,MVAR,0.5525
+25,oPDCF,0.5775
+26,pCOH1,0.906666666666667
+27,pCOH2,0.906666666666667
+28,PCohF,0.866666666666667
+29,PCohW,0
+30,PCorrD,0.7125
+31,PCorrU,0.786666666666667
+32,PDC,0.5775
+33,PH2D,0.645
+34,PH2U,0.7
+35,PMITD1,0.7425
+36,PMITD2,0.75
+37,PMITU,0.813333333333333
+38,PTED,0.61
+39,PTEU,0.63
+40,Smvar,0.653333333333333
+41,Tigress,0.84
diff --git a/1_individual_methods_analysis/sim24/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim24/Combined_data_sums_37.csv
new file mode 100644
index 0000000..ca9d2d7
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.7675
+2,AS,36.504
+3,BCohF,38.82
+4,BCohW,0
+5,BCorrD,39.4965
+6,BCorrU,37.888
+7,BH2D,38.3705
+8,BH2U,36.984
+9,BMITD1,39.612
+10,BMITD2,39.578
+11,BMITU,38.724
+12,BTED,38.0945
+13,BTEU,38.527
+14,COH1,39.678
+15,COH2,39.672
+16,DC1,38.064
+17,dDTF,40.1675
+18,DTF,37.0775
+19,ffDTF,37.1635
+20,Genie,39.203
+21,GGC,35.654
+22,GPDC,37.8055
+23,hmvar,36.3965
+24,MVAR,36.5635
+25,oPDCF,36.8855
+26,pCOH1,44.48
+27,pCOH2,44.48
+28,PCohF,42.596
+29,PCohW,0
+30,PCorrD,39.608
+31,PCorrU,39.88
+32,PDC,36.804
+33,PH2D,38.1385
+34,PH2U,36.78
+35,PMITD1,39.675
+36,PMITD2,39.684
+37,PMITU,40.32
+38,PTED,37.984
+39,PTEU,38.151
+40,Smvar,35.214
+41,Tigress,42.533
diff --git a/1_individual_methods_analysis/sim24/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim24/Combined_data_sums_73.csv
new file mode 100644
index 0000000..ca9d2d7
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.7675
+2,AS,36.504
+3,BCohF,38.82
+4,BCohW,0
+5,BCorrD,39.4965
+6,BCorrU,37.888
+7,BH2D,38.3705
+8,BH2U,36.984
+9,BMITD1,39.612
+10,BMITD2,39.578
+11,BMITU,38.724
+12,BTED,38.0945
+13,BTEU,38.527
+14,COH1,39.678
+15,COH2,39.672
+16,DC1,38.064
+17,dDTF,40.1675
+18,DTF,37.0775
+19,ffDTF,37.1635
+20,Genie,39.203
+21,GGC,35.654
+22,GPDC,37.8055
+23,hmvar,36.3965
+24,MVAR,36.5635
+25,oPDCF,36.8855
+26,pCOH1,44.48
+27,pCOH2,44.48
+28,PCohF,42.596
+29,PCohW,0
+30,PCorrD,39.608
+31,PCorrU,39.88
+32,PDC,36.804
+33,PH2D,38.1385
+34,PH2U,36.78
+35,PMITD1,39.675
+36,PMITD2,39.684
+37,PMITU,40.32
+38,PTED,37.984
+39,PTEU,38.151
+40,Smvar,35.214
+41,Tigress,42.533
diff --git a/1_individual_methods_analysis/sim24/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim24/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..6d3c968
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,34.4525
+2,AS,33.96
+3,BCohF,38.78
+4,BCohW,0
+5,BCorrD,38.1475
+6,BCorrU,37.8666666666667
+7,BH2D,36.6975
+8,BH2U,36.84
+9,BMITD1,38.34
+10,BMITD2,38.31
+11,BMITU,38.62
+12,BTED,36.2375
+13,BTEU,36.745
+14,COH1,40.1833333333333
+15,COH2,40.04
+16,DC1,36.24
+17,dDTF,39.1325
+18,DTF,34.7825
+19,ffDTF,34.8725
+20,Genie,37.925
+21,GGC,32.73
+22,GPDC,35.7825
+23,hmvar,33.9675
+24,MVAR,34.1125
+25,oPDCF,34.6225
+26,pCOH1,44.64
+27,pCOH2,44.64
+28,PCohF,42.5666666666667
+29,PCohW,0
+30,PCorrD,38.36
+31,PCorrU,39.7466666666667
+32,PDC,34.54
+33,PH2D,36.4175
+34,PH2U,36.6066666666667
+35,PMITD1,38.685
+36,PMITD2,38.7
+37,PMITU,40.16
+38,PTED,36.08
+39,PTEU,36.305
+40,Smvar,34.69
+41,Tigress,41.875
diff --git a/1_individual_methods_analysis/sim24/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim24/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..57ba756
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.24
+2,AS,40.32
+3,BCohF,38.88
+4,BCohW,0
+5,BCorrD,41.52
+6,BCorrU,37.92
+7,BH2D,40.88
+8,BH2U,37.2
+9,BMITD1,41.52
+10,BMITD2,41.48
+11,BMITU,38.88
+12,BTED,40.88
+13,BTEU,41.2
+14,COH1,38.92
+15,COH2,39.12
+16,DC1,40.8
+17,dDTF,41.72
+18,DTF,40.52
+19,ffDTF,40.6
+20,Genie,41.12
+21,GGC,40.04
+22,GPDC,40.84
+23,hmvar,40.04
+24,MVAR,40.24
+25,oPDCF,40.28
+26,pCOH1,44.24
+27,pCOH2,44.24
+28,PCohF,42.64
+29,PCohW,0
+30,PCorrD,41.48
+31,PCorrU,40.08
+32,PDC,40.2
+33,PH2D,40.72
+34,PH2U,37.04
+35,PMITD1,41.16
+36,PMITD2,41.16
+37,PMITU,40.56
+38,PTED,40.84
+39,PTEU,40.92
+40,Smvar,36
+41,Tigress,43.52
diff --git a/1_individual_methods_analysis/sim24/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim24/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..d9bc11d
--- /dev/null
+++ b/1_individual_methods_analysis/sim24/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,28.665
+2,AS,27.6
+3,BCohF,38.68
+4,BCohW,0
+5,BCorrD,34.775
+6,BCorrU,37.8133333333333
+7,BH2D,32.515
+8,BH2U,36.48
+9,BMITD1,35.16
+10,BMITD2,35.14
+11,BMITU,38.36
+12,BTED,31.595
+13,BTEU,32.29
+14,COH1,41.4466666666667
+15,COH2,40.96
+16,DC1,31.68
+17,dDTF,36.545
+18,DTF,29.045
+19,ffDTF,29.145
+20,Genie,34.73
+21,GGC,25.42
+22,GPDC,30.725
+23,hmvar,27.895
+24,MVAR,27.985
+25,oPDCF,28.965
+26,pCOH1,45.04
+27,pCOH2,45.04
+28,PCohF,42.4933333333333
+29,PCohW,0
+30,PCorrD,35.24
+31,PCorrU,39.4133333333333
+32,PDC,28.88
+33,PH2D,32.115
+34,PH2U,36.1733333333333
+35,PMITD1,36.21
+36,PMITD2,36.24
+37,PMITU,39.76
+38,PTED,31.32
+39,PTEU,31.69
+40,Smvar,33.38
+41,Tigress,40.23
diff --git a/1_individual_methods_analysis/sim25/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim25/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..90dc1d7
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim25Sub001,sim25Sub002,sim25Sub003,sim25Sub004,sim25Sub005,sim25Sub006,sim25Sub007,sim25Sub008,sim25Sub009,sim25Sub010,sim25Sub011,sim25Sub012,sim25Sub013,sim25Sub014,sim25Sub015,sim25Sub016,sim25Sub017,sim25Sub018,sim25Sub019,sim25Sub020,sim25Sub021,sim25Sub022,sim25Sub023,sim25Sub024,sim25Sub025,sim25Sub026,sim25Sub027,sim25Sub028,sim25Sub029,sim25Sub030,sim25Sub031,sim25Sub032,sim25Sub033,sim25Sub034,sim25Sub035,sim25Sub036,sim25Sub037,sim25Sub038,sim25Sub039,sim25Sub040,sim25Sub041,sim25Sub042,sim25Sub043,sim25Sub044,sim25Sub045,sim25Sub046,sim25Sub047,sim25Sub048,sim25Sub049,sim25Sub050
+1,Af,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8
+2,AS,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.92,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8
+3,BCohF,0.76,0.84,0.84,0.84,0.92,0.92,0.84,0.84,0.84,0.92,0.92,0.84,0.84,0.76,0.92,0.84,0.84,0.76,0.92,0.76,0.76,0.84,0.84,0.92,0.76,0.92,0.92,0.92,0.84,0.84,0.84,0.84,0.92,0.92,0.84,0.84,0.84,0.92,0.76,0.92,0.84,0.92,0.76,0.92,0.76,0.76,0.84,0.84,0.76,0.84
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.8,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84
+6,BCorrU,0.84,1,0.84,0.84,0.76,1,0.84,0.92,0.76,0.92,0.92,0.68,0.84,0.84,0.92,0.68,0.84,0.76,0.92,0.76,0.84,0.92,0.76,0.84,0.76,0.84,1,0.92,0.92,0.84,0.84,0.84,1,0.92,0.84,0.68,0.84,0.84,0.76,0.84,0.84,0.92,0.84,0.84,0.76,0.76,0.76,0.76,0.76,0.76
+7,BH2D,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.88,0.8,0.84,0.8,0.84,0.8,0.8
+8,BH2U,0.84,0.92,0.92,0.76,0.68,0.6,0.76,0.92,0.68,0.68,0.92,0.68,0.68,0.84,0.84,0.6,0.84,0.92,0.6,0.76,0.76,0.76,0.68,0.6,0.76,0.76,1,0.6,0.84,0.76,0.68,0.92,0.76,0.84,0.68,0.6,0.76,0.76,0.6,0.84,0.68,0.84,0.76,0.84,0.84,0.76,0.84,0.76,0.68,0.84
+9,BMITD1,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8
+10,BMITD2,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8
+11,BMITU,0.68,0.76,0.6,0.68,0.76,0.68,0.68,0.76,0.76,0.76,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.76,0.68,0.6,0.68,0.6,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.76,0.76,0.76,0.68,0.76,0.76,0.68,0.68,0.68,0.76,0.68,0.68,0.76,0.68,0.76,0.76,0.68
+12,BTED,0.88,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.88,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.84,0.88,0.84,0.8,0.84
+13,BTEU,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84
+14,COH1,0.76,0.76,0.84,0.76,0.76,0.76,0.84,0.84,0.68,0.92,0.84,0.76,0.76,0.76,0.84,0.76,0.76,0.84,0.92,0.84,0.84,0.84,0.76,0.84,0.76,0.84,0.84,0.76,0.92,0.84,1,0.76,0.92,0.84,0.76,0.68,0.76,0.68,0.76,0.68,0.68,0.76,0.76,0.92,0.76,0.84,0.68,0.84,0.68,0.76
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+16,DC1,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84
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diff --git a/1_individual_methods_analysis/sim25/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim25/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..3340b4a
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim25Sub001,sim25Sub002,sim25Sub003,sim25Sub004,sim25Sub005,sim25Sub006,sim25Sub007,sim25Sub008,sim25Sub009,sim25Sub010,sim25Sub011,sim25Sub012,sim25Sub013,sim25Sub014,sim25Sub015,sim25Sub016,sim25Sub017,sim25Sub018,sim25Sub019,sim25Sub020,sim25Sub021,sim25Sub022,sim25Sub023,sim25Sub024,sim25Sub025,sim25Sub026,sim25Sub027,sim25Sub028,sim25Sub029,sim25Sub030,sim25Sub031,sim25Sub032,sim25Sub033,sim25Sub034,sim25Sub035,sim25Sub036,sim25Sub037,sim25Sub038,sim25Sub039,sim25Sub040,sim25Sub041,sim25Sub042,sim25Sub043,sim25Sub044,sim25Sub045,sim25Sub046,sim25Sub047,sim25Sub048,sim25Sub049,sim25Sub050
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diff --git a/1_individual_methods_analysis/sim25/Combined_data_37.csv b/1_individual_methods_analysis/sim25/Combined_data_37.csv
new file mode 100644
index 0000000..b65d906
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim25/Combined_data_73.csv b/1_individual_methods_analysis/sim25/Combined_data_73.csv
new file mode 100644
index 0000000..b65d906
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim25/Combined_data_equal.csv b/1_individual_methods_analysis/sim25/Combined_data_equal.csv
new file mode 100644
index 0000000..124db10
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim25/Combined_data_median_37.csv b/1_individual_methods_analysis/sim25/Combined_data_median_37.csv
new file mode 100644
index 0000000..2a1333b
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7595
+2,AS,0.77425
+3,BCohF,0.852
+4,BCohW,0
+5,BCorrD,0.8175
+6,BCorrU,0.84
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+9,BMITD1,0.7595
+10,BMITD2,0.75275
+11,BMITU,0.684
+12,BTED,0.7625
+13,BTEU,0.765
+14,COH1,0.774
+15,COH2,0.756
+16,DC1,0.764
+17,dDTF,0.78375
+18,DTF,0.76875
+19,ffDTF,0.76175
+20,Genie,0.81175
+21,GGC,0.74975
+22,GPDC,0.758
+23,hmvar,0.755
+24,MVAR,0.767
+25,oPDCF,0.761
+26,pCOH1,0.77
+27,pCOH2,0.77
+28,PCohF,0.862
+29,PCohW,0
+30,PCorrD,0.8235
+31,PCorrU,0.738
+32,PDC,0.7535
+33,PH2D,0.76175
+34,PH2U,0.73
+35,PMITD1,0.75275
+36,PMITD2,0.75275
+37,PMITU,0.674
+38,PTED,0.76075
+39,PTEU,0.7685
+40,Smvar,0.76
+41,Tigress,0.92375
diff --git a/1_individual_methods_analysis/sim25/Combined_data_median_73.csv b/1_individual_methods_analysis/sim25/Combined_data_median_73.csv
new file mode 100644
index 0000000..2a1333b
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7595
+2,AS,0.77425
+3,BCohF,0.852
+4,BCohW,0
+5,BCorrD,0.8175
+6,BCorrU,0.84
+7,BH2D,0.7715
+8,BH2U,0.752
+9,BMITD1,0.7595
+10,BMITD2,0.75275
+11,BMITU,0.684
+12,BTED,0.7625
+13,BTEU,0.765
+14,COH1,0.774
+15,COH2,0.756
+16,DC1,0.764
+17,dDTF,0.78375
+18,DTF,0.76875
+19,ffDTF,0.76175
+20,Genie,0.81175
+21,GGC,0.74975
+22,GPDC,0.758
+23,hmvar,0.755
+24,MVAR,0.767
+25,oPDCF,0.761
+26,pCOH1,0.77
+27,pCOH2,0.77
+28,PCohF,0.862
+29,PCohW,0
+30,PCorrD,0.8235
+31,PCorrU,0.738
+32,PDC,0.7535
+33,PH2D,0.76175
+34,PH2U,0.73
+35,PMITD1,0.75275
+36,PMITD2,0.75275
+37,PMITU,0.674
+38,PTED,0.76075
+39,PTEU,0.7685
+40,Smvar,0.76
+41,Tigress,0.92375
diff --git a/1_individual_methods_analysis/sim25/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim25/Combined_data_median_equal.csv
new file mode 100644
index 0000000..502c1c0
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7225
+2,AS,0.74375
+3,BCohF,0.86
+4,BCohW,0
+5,BCorrD,0.8025
+6,BCorrU,0.84
+7,BH2D,0.7525
+8,BH2U,0.746666666666666
+9,BMITD1,0.7275
+10,BMITD2,0.71875
+11,BMITU,0.686666666666667
+12,BTED,0.73
+13,BTEU,0.73
+14,COH1,0.783333333333333
+15,COH2,0.753333333333334
+16,DC1,0.735
+17,dDTF,0.76
+18,DTF,0.73125
+19,ffDTF,0.72875
+20,Genie,0.80375
+21,GGC,0.71
+22,GPDC,0.72625
+23,hmvar,0.72
+24,MVAR,0.7425
+25,oPDCF,0.73125
+26,pCOH1,0.776666666666667
+27,pCOH2,0.776666666666667
+28,PCohF,0.876666666666667
+29,PCohW,0
+30,PCorrD,0.81375
+31,PCorrU,0.723333333333333
+32,PDC,0.7225
+33,PH2D,0.7275
+34,PH2U,0.71
+35,PMITD1,0.71875
+36,PMITD2,0.7175
+37,PMITU,0.67
+38,PTED,0.73375
+39,PTEU,0.73375
+40,Smvar,0.76
+41,Tigress,0.92625
diff --git a/1_individual_methods_analysis/sim25/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim25/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..9b739f3
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.76
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.84
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.8
+40,Smvar,0.76
+41,Tigress,0.92
diff --git a/1_individual_methods_analysis/sim25/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim25/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e903bff
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6375
+2,AS,0.665
+3,BCohF,0.866666666666667
+4,BCohW,0
+5,BCorrD,0.765
+6,BCorrU,0.84
+7,BH2D,0.69
+8,BH2U,0.733333333333333
+9,BMITD1,0.645
+10,BMITD2,0.6275
+11,BMITU,0.666666666666667
+12,BTED,0.6325
+13,BTEU,0.655
+14,COH1,0.773333333333333
+15,COH2,0.746666666666667
+16,DC1,0.665
+17,dDTF,0.685
+18,DTF,0.65
+19,ffDTF,0.64
+20,Genie,0.7775
+21,GGC,0.5975
+22,GPDC,0.6475
+23,hmvar,0.64
+24,MVAR,0.65
+25,oPDCF,0.66
+26,pCOH1,0.786666666666667
+27,pCOH2,0.786666666666667
+28,PCohF,0.893333333333333
+29,PCohW,0
+30,PCorrD,0.79
+31,PCorrU,0.7
+32,PDC,0.64
+33,PH2D,0.6325
+34,PH2U,0.68
+35,PMITD1,0.6375
+36,PMITD2,0.635
+37,PMITU,0.653333333333333
+38,PTED,0.6425
+39,PTEU,0.655
+40,Smvar,0.76
+41,Tigress,0.9325
diff --git a/1_individual_methods_analysis/sim25/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim25/Combined_data_sums_37.csv
new file mode 100644
index 0000000..1ac01b7
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.872
+2,AS,38.3585
+3,BCohF,42.652
+4,BCohW,0
+5,BCorrD,40.974
+6,BCorrU,41.896
+7,BH2D,38.628
+8,BH2U,37.748
+9,BMITD1,37.872
+10,BMITD2,37.799
+11,BMITU,34.724
+12,BTED,38.4015
+13,BTEU,38.5875
+14,COH1,39.484
+15,COH2,37.64
+16,DC1,38.056
+17,dDTF,39.149
+18,DTF,37.9645
+19,ffDTF,37.965
+20,Genie,40.708
+21,GGC,37.2645
+22,GPDC,37.856
+23,hmvar,37.7045
+24,MVAR,38.225
+25,oPDCF,37.825
+26,pCOH1,39.352
+27,pCOH2,39.352
+28,PCohF,43.328
+29,PCohW,0
+30,PCorrD,41.1875
+31,PCorrU,36.556
+32,PDC,37.8045
+33,PH2D,37.8085
+34,PH2U,36.838
+35,PMITD1,38.2395
+36,PMITD2,38.047
+37,PMITU,34.834
+38,PTED,38.437
+39,PTEU,38.422
+40,Smvar,38.16
+41,Tigress,45.9375
diff --git a/1_individual_methods_analysis/sim25/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim25/Combined_data_sums_73.csv
new file mode 100644
index 0000000..1ac01b7
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.872
+2,AS,38.3585
+3,BCohF,42.652
+4,BCohW,0
+5,BCorrD,40.974
+6,BCorrU,41.896
+7,BH2D,38.628
+8,BH2U,37.748
+9,BMITD1,37.872
+10,BMITD2,37.799
+11,BMITU,34.724
+12,BTED,38.4015
+13,BTEU,38.5875
+14,COH1,39.484
+15,COH2,37.64
+16,DC1,38.056
+17,dDTF,39.149
+18,DTF,37.9645
+19,ffDTF,37.965
+20,Genie,40.708
+21,GGC,37.2645
+22,GPDC,37.856
+23,hmvar,37.7045
+24,MVAR,38.225
+25,oPDCF,37.825
+26,pCOH1,39.352
+27,pCOH2,39.352
+28,PCohF,43.328
+29,PCohW,0
+30,PCorrD,41.1875
+31,PCorrU,36.556
+32,PDC,37.8045
+33,PH2D,37.8085
+34,PH2U,36.838
+35,PMITD1,38.2395
+36,PMITD2,38.047
+37,PMITU,34.834
+38,PTED,38.437
+39,PTEU,38.422
+40,Smvar,38.16
+41,Tigress,45.9375
diff --git a/1_individual_methods_analysis/sim25/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim25/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..5c37c91
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36
+2,AS,36.6775
+3,BCohF,42.82
+4,BCohW,0
+5,BCorrD,40.29
+6,BCorrU,41.88
+7,BH2D,37.26
+8,BH2U,37.42
+9,BMITD1,36.16
+10,BMITD2,36.065
+11,BMITU,34.4066666666667
+12,BTED,36.6425
+13,BTEU,36.9525
+14,COH1,39.3
+15,COH2,37.4
+16,DC1,36.2
+17,dDTF,37.675
+18,DTF,36.0475
+19,ffDTF,36.075
+20,Genie,40.14
+21,GGC,35.0675
+22,GPDC,36
+23,hmvar,35.7475
+24,MVAR,36.455
+25,oPDCF,35.975
+26,pCOH1,39.2933333333333
+27,pCOH2,39.2933333333333
+28,PCohF,43.52
+29,PCohW,0
+30,PCorrD,40.6725
+31,PCorrU,36.18
+32,PDC,35.8875
+33,PH2D,35.9475
+34,PH2U,36.33
+35,PMITD1,36.4525
+36,PMITD2,36.265
+37,PMITU,34.43
+38,PTED,36.675
+39,PTEU,36.73
+40,Smvar,38.0533333333333
+41,Tigress,46.0025
diff --git a/1_individual_methods_analysis/sim25/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim25/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..c16a452
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.68
+2,AS,40.88
+3,BCohF,42.4
+4,BCohW,0
+5,BCorrD,42
+6,BCorrU,41.92
+7,BH2D,40.68
+8,BH2U,38.24
+9,BMITD1,40.44
+10,BMITD2,40.4
+11,BMITU,35.2
+12,BTED,41.04
+13,BTEU,41.04
+14,COH1,39.76
+15,COH2,38
+16,DC1,40.84
+17,dDTF,41.36
+18,DTF,40.84
+19,ffDTF,40.8
+20,Genie,41.56
+21,GGC,40.56
+22,GPDC,40.64
+23,hmvar,40.64
+24,MVAR,40.88
+25,oPDCF,40.6
+26,pCOH1,39.44
+27,pCOH2,39.44
+28,PCohF,43.04
+29,PCohW,0
+30,PCorrD,41.96
+31,PCorrU,37.12
+32,PDC,40.68
+33,PH2D,40.6
+34,PH2U,37.6
+35,PMITD1,40.92
+36,PMITD2,40.72
+37,PMITU,35.44
+38,PTED,41.08
+39,PTEU,40.96
+40,Smvar,38.32
+41,Tigress,45.84
diff --git a/1_individual_methods_analysis/sim25/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim25/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..b866685
--- /dev/null
+++ b/1_individual_methods_analysis/sim25/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.32
+2,AS,32.475
+3,BCohF,43.24
+4,BCohW,0
+5,BCorrD,38.58
+6,BCorrU,41.84
+7,BH2D,33.84
+8,BH2U,36.6
+9,BMITD1,31.88
+10,BMITD2,31.73
+11,BMITU,33.6133333333333
+12,BTED,32.245
+13,BTEU,32.865
+14,COH1,38.84
+15,COH2,36.8
+16,DC1,31.56
+17,dDTF,33.99
+18,DTF,31.255
+19,ffDTF,31.35
+20,Genie,38.72
+21,GGC,29.575
+22,GPDC,31.36
+23,hmvar,30.855
+24,MVAR,32.03
+25,oPDCF,31.35
+26,pCOH1,39.1466666666667
+27,pCOH2,39.1466666666667
+28,PCohF,44
+29,PCohW,0
+30,PCorrD,39.385
+31,PCorrU,35.24
+32,PDC,31.095
+33,PH2D,31.295
+34,PH2U,35.06
+35,PMITD1,31.985
+36,PMITD2,31.81
+37,PMITU,33.42
+38,PTED,32.27
+39,PTEU,32.5
+40,Smvar,37.7866666666667
+41,Tigress,46.165
diff --git a/1_individual_methods_analysis/sim26/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim26/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..b48ad0a
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim26Sub001,sim26Sub002,sim26Sub003,sim26Sub004,sim26Sub005,sim26Sub006,sim26Sub007,sim26Sub008,sim26Sub009,sim26Sub010,sim26Sub011,sim26Sub012,sim26Sub013,sim26Sub014,sim26Sub015,sim26Sub016,sim26Sub017,sim26Sub018,sim26Sub019,sim26Sub020,sim26Sub021,sim26Sub022,sim26Sub023,sim26Sub024,sim26Sub025,sim26Sub026,sim26Sub027,sim26Sub028,sim26Sub029,sim26Sub030,sim26Sub031,sim26Sub032,sim26Sub033,sim26Sub034,sim26Sub035,sim26Sub036,sim26Sub037,sim26Sub038,sim26Sub039,sim26Sub040,sim26Sub041,sim26Sub042,sim26Sub043,sim26Sub044,sim26Sub045,sim26Sub046,sim26Sub047,sim26Sub048,sim26Sub049,sim26Sub050
+1,Af,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+2,AS,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.88,0.8,0.84,0.8,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8
+3,BCohF,0.68,0.92,0.84,0.76,0.84,0.84,0.92,1,0.84,0.84,0.84,0.92,0.84,0.76,0.76,0.92,0.76,0.76,0.76,0.76,0.68,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.76,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.76,0.68,0.76,0.84,0.84,0.84,0.92,0.84,0.84,0.76,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84
+6,BCorrU,0.68,0.84,0.84,0.76,0.76,0.76,0.92,0.92,0.84,0.76,0.84,0.76,0.92,0.84,0.76,0.76,0.92,0.84,0.68,0.76,0.6,0.84,0.76,0.76,0.68,0.84,0.76,0.92,0.92,0.84,0.76,0.68,0.92,0.68,0.84,0.92,0.84,0.84,0.76,0.76,0.76,0.84,0.84,0.84,1,0.76,0.92,0.76,0.76,0.76
+7,BH2D,0.8,0.88,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.92,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.88,0.84,0.88,0.8,0.8,0.8,0.88,0.84,0.8,0.8
+8,BH2U,0.76,0.84,0.76,0.68,0.76,0.84,0.76,0.68,0.76,0.68,0.84,0.76,0.6,0.84,0.84,0.76,0.84,0.68,0.68,0.76,0.68,0.84,0.76,0.6,0.76,0.68,0.68,0.76,0.84,0.76,0.84,0.6,0.68,0.68,0.76,0.84,0.84,0.68,0.84,0.84,0.76,0.76,0.76,0.76,0.76,0.68,0.84,0.92,0.76,0.68
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diff --git a/1_individual_methods_analysis/sim26/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim26/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..a8de4a7
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim26/Combined_data_37.csv b/1_individual_methods_analysis/sim26/Combined_data_37.csv
new file mode 100644
index 0000000..259dd56
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim26/Combined_data_73.csv b/1_individual_methods_analysis/sim26/Combined_data_73.csv
new file mode 100644
index 0000000..259dd56
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim26/Combined_data_equal.csv b/1_individual_methods_analysis/sim26/Combined_data_equal.csv
new file mode 100644
index 0000000..2ad1cd4
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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+37,0.76,0.753333333333334,0.54,0.593333333333333,0.72,0.7,0.68,0.813333333333333,0.573333333333333,0.633333333333334,0.62,0.72,0.566666666666666,0.813333333333333,0.653333333333334,0.74,0.626666666666666,0.653333333333334,0.74,0.613333333333334,0.746666666666666,0.733333333333334,0.646666666666667,0.706666666666667,0.773333333333333,0.933333333333334,0.48,0.633333333333334,0.726666666666667,0.706666666666667,0.72,0.526666666666667,0.68,0.506666666666666,0.713333333333333,0.76,0.726666666666667,0.466666666666666,0.586666666666667,0.72,0.746666666666666,0.506666666666666,0.693333333333334,0.72,0.68,0.88,0.646666666666667,0.866666666666666,0.673333333333334,0.646666666666667
+38,0.7325,0.86,0.68,0.635,0.7675,0.715,0.7125,0.715,0.69,0.685,0.6375,0.66,0.65,0.7125,0.7125,0.73,0.685,0.72,0.7125,0.6725,0.65,0.67,0.64,0.6625,0.655,0.955,0.6925,0.72,0.745,0.7275,0.6925,0.6825,0.7175,0.775,0.7675,0.69,0.72,0.785,0.8175,0.7,0.7075,0.6175,0.705,0.63,0.77,0.65,0.955,0.865,0.7325,0.7425
+39,0.755,0.85,0.7075,0.7275,0.81,0.725,0.78,0.6775,0.72,0.6225,0.6425,0.6175,0.69,0.74,0.67,0.7975,0.76,0.7,0.76,0.71,0.7375,0.82,0.615,0.76,0.74,0.84,0.7,0.7475,0.7675,0.75,0.6775,0.6475,0.7275,0.8,0.6275,0.7775,0.6975,0.83,0.79,0.6475,0.84,0.575,0.7675,0.665,0.83,0.6575,0.7775,0.79,0.6975,0.74
+40,0.7,0.72,0.626666666666666,0.686666666666667,0.8,0.746666666666666,0.746666666666666,0.813333333333333,0.786666666666667,0.78,0.706666666666667,0.653333333333334,0.633333333333334,0.746666666666666,0.713333333333333,0.74,0.826666666666666,0.653333333333334,0.64,0.666666666666667,0.666666666666667,0.666666666666667,0.673333333333334,0.693333333333334,0.666666666666667,0.766666666666666,0.66,0.746666666666666,0.673333333333334,0.753333333333334,0.653333333333334,0.68,0.746666666666666,0.853333333333333,0.68,0.893333333333334,0.76,0.826666666666666,0.746666666666666,0.6,0.78,0.743333333333334,0.68,0.733333333333334,0.866666666666666,0.72,0.646666666666667,0.826666666666666,0.666666666666667,0.773333333333333
+41,0.785,0.92,0.875,0.855,0.8775,1,0.88,0.9675,0.905,0.965,0.88,0.845,0.9125,0.885,0.885,0.84,0.86,0.8,0.8475,0.86,0.7725,0.9,0.9275,0.885,0.8425,1,0.925,0.9025,0.9225,0.935,0.855,0.83,0.9,0.8875,0.9025,0.9075,0.9075,0.93,0.97,0.97,0.745,0.975,0.87,0.85,0.965,0.97,0.9225,0.8975,0.965,0.935
diff --git a/1_individual_methods_analysis/sim26/Combined_data_median_37.csv b/1_individual_methods_analysis/sim26/Combined_data_median_37.csv
new file mode 100644
index 0000000..629fc65
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.746
+2,AS,0.75925
+3,BCohF,0.844
+4,BCohW,0
+5,BCorrD,0.81375
+6,BCorrU,0.798
+7,BH2D,0.769
+8,BH2U,0.752
+9,BMITD1,0.7555
+10,BMITD2,0.755
+11,BMITU,0.68
+12,BTED,0.74975
+13,BTEU,0.7695
+14,COH1,0.758
+15,COH2,0.74
+16,DC1,0.749
+17,dDTF,0.75875
+18,DTF,0.737
+19,ffDTF,0.74
+20,Genie,0.8115
+21,GGC,0.74
+22,GPDC,0.743
+23,hmvar,0.73625
+24,MVAR,0.7565
+25,oPDCF,0.74075
+26,pCOH1,0.748
+27,pCOH2,0.748
+28,PCohF,0.848
+29,PCohW,0
+30,PCorrD,0.80875
+31,PCorrU,0.724
+32,PDC,0.7415
+33,PH2D,0.76025
+34,PH2U,0.743
+35,PMITD1,0.7535
+36,PMITD2,0.752
+37,PMITU,0.696
+38,PTED,0.7475
+39,PTEU,0.76825
+40,Smvar,0.736
+41,Tigress,0.89325
diff --git a/1_individual_methods_analysis/sim26/Combined_data_median_73.csv b/1_individual_methods_analysis/sim26/Combined_data_median_73.csv
new file mode 100644
index 0000000..629fc65
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.746
+2,AS,0.75925
+3,BCohF,0.844
+4,BCohW,0
+5,BCorrD,0.81375
+6,BCorrU,0.798
+7,BH2D,0.769
+8,BH2U,0.752
+9,BMITD1,0.7555
+10,BMITD2,0.755
+11,BMITU,0.68
+12,BTED,0.74975
+13,BTEU,0.7695
+14,COH1,0.758
+15,COH2,0.74
+16,DC1,0.749
+17,dDTF,0.75875
+18,DTF,0.737
+19,ffDTF,0.74
+20,Genie,0.8115
+21,GGC,0.74
+22,GPDC,0.743
+23,hmvar,0.73625
+24,MVAR,0.7565
+25,oPDCF,0.74075
+26,pCOH1,0.748
+27,pCOH2,0.748
+28,PCohF,0.848
+29,PCohW,0
+30,PCorrD,0.80875
+31,PCorrU,0.724
+32,PDC,0.7415
+33,PH2D,0.76025
+34,PH2U,0.743
+35,PMITD1,0.7535
+36,PMITD2,0.752
+37,PMITU,0.696
+38,PTED,0.7475
+39,PTEU,0.76825
+40,Smvar,0.736
+41,Tigress,0.89325
diff --git a/1_individual_methods_analysis/sim26/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim26/Combined_data_median_equal.csv
new file mode 100644
index 0000000..86869d0
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.71
+2,AS,0.72875
+3,BCohF,0.846666666666667
+4,BCohW,0
+5,BCorrD,0.79625
+6,BCorrU,0.806666666666667
+7,BH2D,0.72625
+8,BH2U,0.746666666666666
+9,BMITD1,0.72125
+10,BMITD2,0.72
+11,BMITU,0.68
+12,BTED,0.71125
+13,BTEU,0.73
+14,COH1,0.756666666666667
+15,COH2,0.726666666666667
+16,DC1,0.715
+17,dDTF,0.7275
+18,DTF,0.69
+19,ffDTF,0.6975
+20,Genie,0.8025
+21,GGC,0.69
+22,GPDC,0.7025
+23,hmvar,0.69375
+24,MVAR,0.7275
+25,oPDCF,0.70125
+26,pCOH1,0.74
+27,pCOH2,0.74
+28,PCohF,0.853333333333333
+29,PCohW,0
+30,PCorrD,0.80125
+31,PCorrU,0.71
+32,PDC,0.7025
+33,PH2D,0.72875
+34,PH2U,0.731666666666667
+35,PMITD1,0.7175
+36,PMITD2,0.71875
+37,PMITU,0.696666666666667
+38,PTED,0.7125
+39,PTEU,0.73875
+40,Smvar,0.72
+41,Tigress,0.9
diff --git a/1_individual_methods_analysis/sim26/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim26/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..0538a1d
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.8
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.76
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.84
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.82
+40,Smvar,0.76
+41,Tigress,0.92
diff --git a/1_individual_methods_analysis/sim26/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim26/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e767481
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6125
+2,AS,0.64
+3,BCohF,0.86
+4,BCohW,0
+5,BCorrD,0.755
+6,BCorrU,0.813333333333333
+7,BH2D,0.6475
+8,BH2U,0.733333333333333
+9,BMITD1,0.6325
+10,BMITD2,0.63
+11,BMITU,0.666666666666667
+12,BTED,0.6125
+13,BTEU,0.6375
+14,COH1,0.733333333333333
+15,COH2,0.706666666666667
+16,DC1,0.6025
+17,dDTF,0.6475
+18,DTF,0.58
+19,ffDTF,0.595
+20,Genie,0.77
+21,GGC,0.58
+22,GPDC,0.6025
+23,hmvar,0.58
+24,MVAR,0.6425
+25,oPDCF,0.6025
+26,pCOH1,0.72
+27,pCOH2,0.72
+28,PCohF,0.866666666666667
+29,PCohW,0
+30,PCorrD,0.77
+31,PCorrU,0.693333333333334
+32,PDC,0.605
+33,PH2D,0.63
+34,PH2U,0.706666666666667
+35,PMITD1,0.635
+36,PMITD2,0.63
+37,PMITU,0.673333333333334
+38,PTED,0.605
+39,PTEU,0.6525
+40,Smvar,0.7
+41,Tigress,0.8925
diff --git a/1_individual_methods_analysis/sim26/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim26/Combined_data_sums_37.csv
new file mode 100644
index 0000000..9715a37
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.5545
+2,AS,37.9885
+3,BCohF,41.376
+4,BCohW,0
+5,BCorrD,40.3785
+6,BCorrU,40.164
+7,BH2D,38.6365
+8,BH2U,37.356
+9,BMITD1,37.9145
+10,BMITD2,37.914
+11,BMITU,34.592
+12,BTED,37.9285
+13,BTEU,38.3715
+14,COH1,37.548
+15,COH2,36.652
+16,DC1,37.687
+17,dDTF,38.271
+18,DTF,37.6355
+19,ffDTF,37.6615
+20,Genie,40.6275
+21,GGC,37.259
+22,GPDC,37.734
+23,hmvar,37.588
+24,MVAR,37.988
+25,oPDCF,37.6935
+26,pCOH1,37.748
+27,pCOH2,37.748
+28,PCohF,42.024
+29,PCohW,0
+30,PCorrD,40.4325
+31,PCorrU,36.258
+32,PDC,37.672
+33,PH2D,38.1855
+34,PH2U,37.206
+35,PMITD1,38.0555
+36,PMITD2,37.9075
+37,PMITU,34.68
+38,PTED,37.875
+39,PTEU,38.3015
+40,Smvar,36.586
+41,Tigress,44.8715
diff --git a/1_individual_methods_analysis/sim26/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim26/Combined_data_sums_73.csv
new file mode 100644
index 0000000..9715a37
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.5545
+2,AS,37.9885
+3,BCohF,41.376
+4,BCohW,0
+5,BCorrD,40.3785
+6,BCorrU,40.164
+7,BH2D,38.6365
+8,BH2U,37.356
+9,BMITD1,37.9145
+10,BMITD2,37.914
+11,BMITU,34.592
+12,BTED,37.9285
+13,BTEU,38.3715
+14,COH1,37.548
+15,COH2,36.652
+16,DC1,37.687
+17,dDTF,38.271
+18,DTF,37.6355
+19,ffDTF,37.6615
+20,Genie,40.6275
+21,GGC,37.259
+22,GPDC,37.734
+23,hmvar,37.588
+24,MVAR,37.988
+25,oPDCF,37.6935
+26,pCOH1,37.748
+27,pCOH2,37.748
+28,PCohF,42.024
+29,PCohW,0
+30,PCorrD,40.4325
+31,PCorrU,36.258
+32,PDC,37.672
+33,PH2D,38.1855
+34,PH2U,37.206
+35,PMITD1,38.0555
+36,PMITD2,37.9075
+37,PMITU,34.68
+38,PTED,37.875
+39,PTEU,38.3015
+40,Smvar,36.586
+41,Tigress,44.8715
diff --git a/1_individual_methods_analysis/sim26/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim26/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..c0fe4cc
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.5775
+2,AS,36.0875
+3,BCohF,41.4933333333333
+4,BCohW,0
+5,BCorrD,39.4575
+6,BCorrU,40.06
+7,BH2D,37.0075
+8,BH2U,37.0866666666667
+9,BMITD1,36.0175
+10,BMITD2,36.07
+11,BMITU,34.1333333333333
+12,BTED,35.9875
+13,BTEU,36.5125
+14,COH1,37.3
+15,COH2,36.2333333333333
+16,DC1,35.585
+17,dDTF,36.505
+18,DTF,35.5525
+19,ffDTF,35.6225
+20,Genie,39.9525
+21,GGC,35.005
+22,GPDC,35.85
+23,hmvar,35.5
+24,MVAR,36.14
+25,oPDCF,35.7025
+26,pCOH1,37.4733333333333
+27,pCOH2,37.4733333333333
+28,PCohF,42.0933333333333
+29,PCohW,0
+30,PCorrD,39.7075
+31,PCorrU,35.95
+32,PDC,35.72
+33,PH2D,36.3625
+34,PH2U,37.05
+35,PMITD1,36.2525
+36,PMITD2,36.1125
+37,PMITU,34.0666666666667
+38,PTED,35.925
+39,PTEU,36.5025
+40,Smvar,36.23
+41,Tigress,44.8125
diff --git a/1_individual_methods_analysis/sim26/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim26/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..acb36e2
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.52
+2,AS,40.84
+3,BCohF,41.2
+4,BCohW,0
+5,BCorrD,41.76
+6,BCorrU,40.32
+7,BH2D,41.08
+8,BH2U,37.76
+9,BMITD1,40.76
+10,BMITD2,40.68
+11,BMITU,35.28
+12,BTED,40.84
+13,BTEU,41.16
+14,COH1,37.92
+15,COH2,37.28
+16,DC1,40.84
+17,dDTF,40.92
+18,DTF,40.76
+19,ffDTF,40.72
+20,Genie,41.64
+21,GGC,40.64
+22,GPDC,40.56
+23,hmvar,40.72
+24,MVAR,40.76
+25,oPDCF,40.68
+26,pCOH1,38.16
+27,pCOH2,38.16
+28,PCohF,41.92
+29,PCohW,0
+30,PCorrD,41.52
+31,PCorrU,36.72
+32,PDC,40.6
+33,PH2D,40.92
+34,PH2U,37.44
+35,PMITD1,40.76
+36,PMITD2,40.6
+37,PMITU,35.6
+38,PTED,40.8
+39,PTEU,41
+40,Smvar,37.12
+41,Tigress,44.96
diff --git a/1_individual_methods_analysis/sim26/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim26/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..a3fcd8e
--- /dev/null
+++ b/1_individual_methods_analysis/sim26/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,30.635
+2,AS,31.335
+3,BCohF,41.7866666666667
+4,BCohW,0
+5,BCorrD,37.155
+6,BCorrU,39.8
+7,BH2D,32.935
+8,BH2U,36.4133333333333
+9,BMITD1,31.275
+10,BMITD2,31.46
+11,BMITU,32.9866666666667
+12,BTED,31.135
+13,BTEU,31.865
+14,COH1,36.68
+15,COH2,35.1866666666667
+16,DC1,30.33
+17,dDTF,32.09
+18,DTF,30.345
+19,ffDTF,30.525
+20,Genie,38.265
+21,GGC,29.37
+22,GPDC,31.14
+23,hmvar,30.28
+24,MVAR,31.52
+25,oPDCF,30.725
+26,pCOH1,36.7866666666667
+27,pCOH2,36.7866666666667
+28,PCohF,42.2666666666667
+29,PCohW,0
+30,PCorrD,37.895
+31,PCorrU,35.18
+32,PDC,30.84
+33,PH2D,31.805
+34,PH2U,36.66
+35,PMITD1,31.745
+36,PMITD2,31.625
+37,PMITU,32.5333333333333
+38,PTED,31.05
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diff --git a/1_individual_methods_analysis/sim27/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim27/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..d0b3918
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim27/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim27/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..cba4a98
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim27/Combined_data_37.csv b/1_individual_methods_analysis/sim27/Combined_data_37.csv
new file mode 100644
index 0000000..bcde6ef
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim27/Combined_data_73.csv b/1_individual_methods_analysis/sim27/Combined_data_73.csv
new file mode 100644
index 0000000..bcde6ef
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim27/Combined_data_equal.csv b/1_individual_methods_analysis/sim27/Combined_data_equal.csv
new file mode 100644
index 0000000..3333978
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim27/Combined_data_median_37.csv b/1_individual_methods_analysis/sim27/Combined_data_median_37.csv
new file mode 100644
index 0000000..c19406c
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75125
+2,AS,0.7565
+3,BCohF,0.858
+4,BCohW,0
+5,BCorrD,0.822
+6,BCorrU,0.848
+7,BH2D,0.77225
+8,BH2U,0.774
+9,BMITD1,0.76
+10,BMITD2,0.7575
+11,BMITU,0.73
+12,BTED,0.761
+13,BTEU,0.768
+14,COH1,0.776
+15,COH2,0.756
+16,DC1,0.7595
+17,dDTF,0.78475
+18,DTF,0.7535
+19,ffDTF,0.7535
+20,Genie,0.816
+21,GGC,0.73475
+22,GPDC,0.758
+23,hmvar,0.75575
+24,MVAR,0.7595
+25,oPDCF,0.75125
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.912
+29,PCohW,0
+30,PCorrD,0.828
+31,PCorrU,0.736
+32,PDC,0.749
+33,PH2D,0.75725
+34,PH2U,0.748
+35,PMITD1,0.75575
+36,PMITD2,0.75275
+37,PMITU,0.686
+38,PTED,0.75875
+39,PTEU,0.7625
+40,Smvar,0.76
+41,Tigress,0.929
diff --git a/1_individual_methods_analysis/sim27/Combined_data_median_73.csv b/1_individual_methods_analysis/sim27/Combined_data_median_73.csv
new file mode 100644
index 0000000..c19406c
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75125
+2,AS,0.7565
+3,BCohF,0.858
+4,BCohW,0
+5,BCorrD,0.822
+6,BCorrU,0.848
+7,BH2D,0.77225
+8,BH2U,0.774
+9,BMITD1,0.76
+10,BMITD2,0.7575
+11,BMITU,0.73
+12,BTED,0.761
+13,BTEU,0.768
+14,COH1,0.776
+15,COH2,0.756
+16,DC1,0.7595
+17,dDTF,0.78475
+18,DTF,0.7535
+19,ffDTF,0.7535
+20,Genie,0.816
+21,GGC,0.73475
+22,GPDC,0.758
+23,hmvar,0.75575
+24,MVAR,0.7595
+25,oPDCF,0.75125
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.912
+29,PCohW,0
+30,PCorrD,0.828
+31,PCorrU,0.736
+32,PDC,0.749
+33,PH2D,0.75725
+34,PH2U,0.748
+35,PMITD1,0.75575
+36,PMITD2,0.75275
+37,PMITU,0.686
+38,PTED,0.75875
+39,PTEU,0.7625
+40,Smvar,0.76
+41,Tigress,0.929
diff --git a/1_individual_methods_analysis/sim27/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim27/Combined_data_median_equal.csv
new file mode 100644
index 0000000..438afa5
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.715
+2,AS,0.7225
+3,BCohF,0.87
+4,BCohW,0
+5,BCorrD,0.81
+6,BCorrU,0.853333333333333
+7,BH2D,0.7475
+8,BH2U,0.783333333333333
+9,BMITD1,0.72
+10,BMITD2,0.72125
+11,BMITU,0.71
+12,BTED,0.73375
+13,BTEU,0.73
+14,COH1,0.786666666666667
+15,COH2,0.753333333333334
+16,DC1,0.72875
+17,dDTF,0.755
+18,DTF,0.72125
+19,ffDTF,0.72125
+20,Genie,0.80375
+21,GGC,0.69125
+22,GPDC,0.7275
+23,hmvar,0.7225
+24,MVAR,0.7225
+25,oPDCF,0.7125
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.906666666666667
+29,PCohW,0
+30,PCorrD,0.82
+31,PCorrU,0.72
+32,PDC,0.71
+33,PH2D,0.72375
+34,PH2U,0.74
+35,PMITD1,0.725
+36,PMITD2,0.71625
+37,PMITU,0.683333333333333
+38,PTED,0.72625
+39,PTEU,0.72875
+40,Smvar,0.76
+41,Tigress,0.935
diff --git a/1_individual_methods_analysis/sim27/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim27/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..f27caa1
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.76
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.76
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.8
+40,Smvar,0.76
+41,Tigress,0.92
diff --git a/1_individual_methods_analysis/sim27/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim27/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..0656f70
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.63
+2,AS,0.6375
+3,BCohF,0.893333333333333
+4,BCohW,0
+5,BCorrD,0.78
+6,BCorrU,0.866666666666667
+7,BH2D,0.685
+8,BH2U,0.8
+9,BMITD1,0.635
+10,BMITD2,0.63
+11,BMITU,0.693333333333333
+12,BTED,0.6325
+13,BTEU,0.64
+14,COH1,0.78
+15,COH2,0.746666666666667
+16,DC1,0.6475
+17,dDTF,0.6775
+18,DTF,0.6425
+19,ffDTF,0.6425
+20,Genie,0.8
+21,GGC,0.575
+22,GPDC,0.63
+23,hmvar,0.64
+24,MVAR,0.6125
+25,oPDCF,0.615
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.906666666666667
+29,PCohW,0
+30,PCorrD,0.805
+31,PCorrU,0.68
+32,PDC,0.605
+33,PH2D,0.6375
+34,PH2U,0.726666666666666
+35,PMITD1,0.6225
+36,PMITD2,0.6175
+37,PMITU,0.68
+38,PTED,0.63
+39,PTEU,0.6475
+40,Smvar,0.76
+41,Tigress,0.95
diff --git a/1_individual_methods_analysis/sim27/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim27/Combined_data_sums_37.csv
new file mode 100644
index 0000000..16278a6
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.096
+2,AS,37.8425
+3,BCohF,43.724
+4,BCohW,0
+5,BCorrD,41.054
+6,BCorrU,42.1
+7,BH2D,38.561
+8,BH2U,39.588
+9,BMITD1,38.1865
+10,BMITD2,38.1815
+11,BMITU,36.084
+12,BTED,38.1105
+13,BTEU,38.5745
+14,COH1,39.684
+15,COH2,37.582
+16,DC1,38.232
+17,dDTF,39.2705
+18,DTF,37.9515
+19,ffDTF,38.072
+20,Genie,41.0675
+21,GGC,37.1805
+22,GPDC,38.4535
+23,hmvar,38.063
+24,MVAR,37.945
+25,oPDCF,38.236
+26,pCOH1,38.324
+27,pCOH2,38.324
+28,PCohF,45.21
+29,PCohW,0
+30,PCorrD,41.466
+31,PCorrU,36.084
+32,PDC,38.064
+33,PH2D,37.875
+34,PH2U,38.43
+35,PMITD1,38.1665
+36,PMITD2,38.048
+37,PMITU,36.036
+38,PTED,38.0455
+39,PTEU,38.427
+40,Smvar,38.02
+41,Tigress,46.3855
diff --git a/1_individual_methods_analysis/sim27/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim27/Combined_data_sums_73.csv
new file mode 100644
index 0000000..16278a6
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.096
+2,AS,37.8425
+3,BCohF,43.724
+4,BCohW,0
+5,BCorrD,41.054
+6,BCorrU,42.1
+7,BH2D,38.561
+8,BH2U,39.588
+9,BMITD1,38.1865
+10,BMITD2,38.1815
+11,BMITU,36.084
+12,BTED,38.1105
+13,BTEU,38.5745
+14,COH1,39.684
+15,COH2,37.582
+16,DC1,38.232
+17,dDTF,39.2705
+18,DTF,37.9515
+19,ffDTF,38.072
+20,Genie,41.0675
+21,GGC,37.1805
+22,GPDC,38.4535
+23,hmvar,38.063
+24,MVAR,37.945
+25,oPDCF,38.236
+26,pCOH1,38.324
+27,pCOH2,38.324
+28,PCohF,45.21
+29,PCohW,0
+30,PCorrD,41.466
+31,PCorrU,36.084
+32,PDC,38.064
+33,PH2D,37.875
+34,PH2U,38.43
+35,PMITD1,38.1665
+36,PMITD2,38.048
+37,PMITU,36.036
+38,PTED,38.0455
+39,PTEU,38.427
+40,Smvar,38.02
+41,Tigress,46.3855
diff --git a/1_individual_methods_analysis/sim27/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim27/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..d2608c5
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.24
+2,AS,35.9775
+3,BCohF,43.9133333333333
+4,BCohW,0
+5,BCorrD,40.53
+6,BCorrU,42.1666666666667
+7,BH2D,37.175
+8,BH2U,39.5266666666667
+9,BMITD1,36.4175
+10,BMITD2,36.3825
+11,BMITU,35.66
+12,BTED,36.2375
+13,BTEU,36.7975
+14,COH1,39.58
+15,COH2,37.3566666666667
+16,DC1,36.6
+17,dDTF,37.7175
+18,DTF,36.1325
+19,ffDTF,36.28
+20,Genie,40.7125
+21,GGC,34.9275
+22,GPDC,36.7825
+23,hmvar,36.185
+24,MVAR,36.095
+25,oPDCF,36.42
+26,pCOH1,38.1133333333333
+27,pCOH2,38.1133333333333
+28,PCohF,45.3233333333333
+29,PCohW,0
+30,PCorrD,41.11
+31,PCorrU,35.7133333333333
+32,PDC,36.24
+33,PH2D,36.085
+34,PH2U,38.1833333333333
+35,PMITD1,36.3575
+36,PMITD2,36.16
+37,PMITU,35.6333333333333
+38,PTED,36.1825
+39,PTEU,36.765
+40,Smvar,37.7666666666667
+41,Tigress,46.4825
diff --git a/1_individual_methods_analysis/sim27/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim27/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..677b94d
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.88
+2,AS,40.64
+3,BCohF,43.44
+4,BCohW,0
+5,BCorrD,41.84
+6,BCorrU,42
+7,BH2D,40.64
+8,BH2U,39.68
+9,BMITD1,40.84
+10,BMITD2,40.88
+11,BMITU,36.72
+12,BTED,40.92
+13,BTEU,41.24
+14,COH1,39.84
+15,COH2,37.92
+16,DC1,40.68
+17,dDTF,41.6
+18,DTF,40.68
+19,ffDTF,40.76
+20,Genie,41.6
+21,GGC,40.56
+22,GPDC,40.96
+23,hmvar,40.88
+24,MVAR,40.72
+25,oPDCF,40.96
+26,pCOH1,38.64
+27,pCOH2,38.64
+28,PCohF,45.04
+29,PCohW,0
+30,PCorrD,42
+31,PCorrU,36.64
+32,PDC,40.8
+33,PH2D,40.56
+34,PH2U,38.8
+35,PMITD1,40.88
+36,PMITD2,40.88
+37,PMITU,36.64
+38,PTED,40.84
+39,PTEU,40.92
+40,Smvar,38.4
+41,Tigress,46.24
diff --git a/1_individual_methods_analysis/sim27/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim27/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..088d93b
--- /dev/null
+++ b/1_individual_methods_analysis/sim27/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.6
+2,AS,31.315
+3,BCohF,44.3866666666667
+4,BCohW,0
+5,BCorrD,39.22
+6,BCorrU,42.3333333333333
+7,BH2D,33.71
+8,BH2U,39.3733333333333
+9,BMITD1,31.995
+10,BMITD2,31.885
+11,BMITU,34.6
+12,BTED,31.555
+13,BTEU,32.355
+14,COH1,39.32
+15,COH2,36.7933333333333
+16,DC1,32.52
+17,dDTF,33.835
+18,DTF,31.585
+19,ffDTF,31.8
+20,Genie,39.825
+21,GGC,29.295
+22,GPDC,32.605
+23,hmvar,31.49
+24,MVAR,31.47
+25,oPDCF,31.88
+26,pCOH1,37.5866666666667
+27,pCOH2,37.5866666666667
+28,PCohF,45.6066666666667
+29,PCohW,0
+30,PCorrD,40.22
+31,PCorrU,34.7866666666667
+32,PDC,31.68
+33,PH2D,31.61
+34,PH2U,37.5666666666667
+35,PMITD1,31.835
+36,PMITD2,31.44
+37,PMITU,34.6266666666667
+38,PTED,31.525
+39,PTEU,32.61
+40,Smvar,37.1333333333333
+41,Tigress,46.725
diff --git a/1_individual_methods_analysis/sim28/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim28/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..3f3bd1f
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim28Sub001,sim28Sub002,sim28Sub003,sim28Sub004,sim28Sub005,sim28Sub006,sim28Sub007,sim28Sub008,sim28Sub009,sim28Sub010,sim28Sub011,sim28Sub012,sim28Sub013,sim28Sub014,sim28Sub015,sim28Sub016,sim28Sub017,sim28Sub018,sim28Sub019,sim28Sub020,sim28Sub021,sim28Sub022,sim28Sub023,sim28Sub024,sim28Sub025,sim28Sub026,sim28Sub027,sim28Sub028,sim28Sub029,sim28Sub030,sim28Sub031,sim28Sub032,sim28Sub033,sim28Sub034,sim28Sub035,sim28Sub036,sim28Sub037,sim28Sub038,sim28Sub039,sim28Sub040,sim28Sub041,sim28Sub042,sim28Sub043,sim28Sub044,sim28Sub045,sim28Sub046,sim28Sub047,sim28Sub048,sim28Sub049,sim28Sub050
+1,Af,0.88,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+2,AS,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84
+3,BCohF,0.92,0.92,0.84,0.84,0.84,0.84,0.92,0.92,0.92,0.92,1,0.84,0.92,0.92,0.92,0.84,1,0.92,0.92,0.92,0.84,0.84,0.76,0.92,0.84,0.92,1,0.92,0.84,1,0.92,1,1,0.92,0.92,0.84,0.92,1,0.76,0.92,0.92,1,0.84,0.92,0.76,0.84,0.84,0.84,0.92,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84
+6,BCorrU,0.92,1,0.84,0.84,0.76,0.92,0.84,0.92,0.76,0.92,1,0.92,0.84,0.92,0.92,0.84,0.92,0.84,0.92,0.84,0.84,0.76,0.68,0.92,0.84,0.84,1,0.92,0.92,0.92,0.92,0.92,1,1,0.84,0.68,0.92,1,0.84,0.92,0.84,0.92,0.84,1,0.84,0.84,0.76,0.76,0.92,0.92
+7,BH2D,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8
+8,BH2U,0.76,0.92,0.84,0.76,0.76,1,0.68,0.84,0.68,0.76,0.76,0.76,0.68,0.76,0.76,0.84,0.84,0.92,0.84,0.92,0.84,0.6,0.68,0.76,0.76,0.76,0.76,0.76,0.84,0.84,0.6,0.76,0.68,0.92,0.76,0.76,0.76,0.84,0.76,0.84,0.92,0.84,0.76,0.76,0.84,0.68,0.84,0.76,0.68,0.68
+9,BMITD1,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84
+10,BMITD2,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84
+11,BMITU,0.68,0.68,0.68,0.76,0.68,0.68,0.76,0.68,0.76,0.76,0.76,0.68,0.76,0.76,0.68,0.6,0.76,0.76,0.6,0.68,0.68,0.68,0.6,0.76,0.68,0.68,0.68,0.76,0.68,0.68,0.68,0.76,0.76,0.6,0.68,0.76,0.76,0.76,0.68,0.76,0.76,0.68,0.84,0.68,0.76,0.76,0.68,0.76,0.76,0.84
+12,BTED,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.92,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.88,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84
+13,BTEU,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+14,COH1,0.84,0.76,0.84,0.68,0.68,0.76,0.84,0.84,0.76,0.92,0.76,0.68,0.92,0.84,0.84,0.84,0.76,0.84,0.84,0.84,0.92,0.76,0.76,0.84,0.76,0.84,0.92,0.84,0.84,0.76,0.92,0.76,0.92,0.76,0.76,0.76,0.92,0.76,0.76,0.76,0.76,0.76,0.84,0.92,0.84,0.84,0.76,0.76,0.84,0.92
+15,COH2,0.76,0.76,0.76,0.68,0.76,0.76,0.84,0.84,0.68,0.92,0.76,0.68,0.68,0.68,0.76,0.68,0.76,0.68,0.84,0.68,0.68,0.76,0.76,0.76,0.76,0.76,0.84,0.76,0.84,0.76,0.76,0.76,0.92,0.76,0.76,0.6,0.84,0.76,0.68,0.68,0.84,0.76,0.76,0.84,0.68,0.76,0.76,0.68,0.84,0.92
+16,DC1,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.88
+17,dDTF,0.92,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.84,0.8,0.88
+18,DTF,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84
+19,ffDTF,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84
+20,Genie,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.88,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.88,0.92,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8
+21,GGC,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8
+22,GPDC,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+23,hmvar,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8
+24,MVAR,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84
+25,oPDCF,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.92,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8
+26,pCOH1,0.92,0.76,0.92,0.76,0.68,0.92,0.84,0.84,0.76,0.76,0.76,0.76,0.92,0.76,0.92,0.84,0.84,0.84,0.84,0.76,0.76,0.68,0.76,0.92,0.76,0.84,0.92,0.76,0.92,0.84,0.76,0.84,0.92,0.76,0.68,0.68,0.84,0.92,0.76,0.76,0.76,0.76,0.76,0.84,0.84,0.84,0.76,0.76,0.76,0.76
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+28,PCohF,0.92,1,0.84,0.92,0.84,0.92,0.92,1,0.92,0.92,1,0.92,0.84,0.92,0.92,0.84,1,0.92,0.92,1,0.84,0.84,0.84,0.92,0.84,0.92,1,1,0.92,1,1,1,1,0.92,0.92,1,0.92,1,0.76,0.92,0.92,1,0.84,0.92,0.76,0.92,0.92,0.76,0.92,1
+29,PCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+30,PCorrD,0.88,0.88,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.88,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.88,0.84,0.84,0.88,0.84,0.88,0.84,0.88,0.84,0.92,0.84,0.88,0.84,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84
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diff --git a/1_individual_methods_analysis/sim28/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim28/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..acbd097
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim28/Combined_data_37.csv b/1_individual_methods_analysis/sim28/Combined_data_37.csv
new file mode 100644
index 0000000..69214bc
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim28/Combined_data_73.csv b/1_individual_methods_analysis/sim28/Combined_data_73.csv
new file mode 100644
index 0000000..69214bc
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim28/Combined_data_equal.csv b/1_individual_methods_analysis/sim28/Combined_data_equal.csv
new file mode 100644
index 0000000..660d88e
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim28/Combined_data_median_37.csv b/1_individual_methods_analysis/sim28/Combined_data_median_37.csv
new file mode 100644
index 0000000..b06e1f9
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.743
+2,AS,0.74375
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.83175
+6,BCorrU,0.908
+7,BH2D,0.7465
+8,BH2U,0.762
+9,BMITD1,0.761
+10,BMITD2,0.75875
+11,BMITU,0.698
+12,BTED,0.75475
+13,BTEU,0.75925
+14,COH1,0.824
+15,COH2,0.752
+16,DC1,0.734
+17,dDTF,0.761
+18,DTF,0.73625
+19,ffDTF,0.7345
+20,Genie,0.8105
+21,GGC,0.73225
+22,GPDC,0.7505
+23,hmvar,0.74225
+24,MVAR,0.74375
+25,oPDCF,0.74375
+26,pCOH1,0.776
+27,pCOH2,0.776
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.8415
+31,PCorrU,0.73
+32,PDC,0.74525
+33,PH2D,0.7475
+34,PH2U,0.752
+35,PMITD1,0.7675
+36,PMITD2,0.764
+37,PMITU,0.728
+38,PTED,0.7505
+39,PTEU,0.762
+40,Smvar,0.768
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim28/Combined_data_median_73.csv b/1_individual_methods_analysis/sim28/Combined_data_median_73.csv
new file mode 100644
index 0000000..b06e1f9
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.743
+2,AS,0.74375
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.83175
+6,BCorrU,0.908
+7,BH2D,0.7465
+8,BH2U,0.762
+9,BMITD1,0.761
+10,BMITD2,0.75875
+11,BMITU,0.698
+12,BTED,0.75475
+13,BTEU,0.75925
+14,COH1,0.824
+15,COH2,0.752
+16,DC1,0.734
+17,dDTF,0.761
+18,DTF,0.73625
+19,ffDTF,0.7345
+20,Genie,0.8105
+21,GGC,0.73225
+22,GPDC,0.7505
+23,hmvar,0.74225
+24,MVAR,0.74375
+25,oPDCF,0.74375
+26,pCOH1,0.776
+27,pCOH2,0.776
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.8415
+31,PCorrU,0.73
+32,PDC,0.74525
+33,PH2D,0.7475
+34,PH2U,0.752
+35,PMITD1,0.7675
+36,PMITD2,0.764
+37,PMITU,0.728
+38,PTED,0.7505
+39,PTEU,0.762
+40,Smvar,0.768
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim28/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim28/Combined_data_median_equal.csv
new file mode 100644
index 0000000..2bab428
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.705
+2,AS,0.70625
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.82625
+6,BCorrU,0.9
+7,BH2D,0.7075
+8,BH2U,0.763333333333333
+9,BMITD1,0.73375
+10,BMITD2,0.72875
+11,BMITU,0.703333333333333
+12,BTED,0.71375
+13,BTEU,0.71875
+14,COH1,0.816666666666666
+15,COH2,0.746666666666666
+16,DC1,0.6875
+17,dDTF,0.72875
+18,DTF,0.69125
+19,ffDTF,0.6875
+20,Genie,0.81
+21,GGC,0.68125
+22,GPDC,0.7175
+23,hmvar,0.70375
+24,MVAR,0.70625
+25,oPDCF,0.70625
+26,pCOH1,0.786666666666667
+27,pCOH2,0.786666666666667
+28,PCohF,0.933333333333334
+29,PCohW,0
+30,PCorrD,0.84125
+31,PCorrU,0.71
+32,PDC,0.70875
+33,PH2D,0.71
+34,PH2U,0.746666666666666
+35,PMITD1,0.73875
+36,PMITD2,0.735
+37,PMITU,0.706666666666667
+38,PTED,0.7175
+39,PTEU,0.71875
+40,Smvar,0.773333333333333
+41,Tigress,0.965
diff --git a/1_individual_methods_analysis/sim28/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim28/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..824eb9f
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.92
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.76
+27,pCOH2,0.76
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.76
+38,PTED,0.8
+39,PTEU,0.8
+40,Smvar,0.76
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim28/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim28/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..dca3413
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.61
+2,AS,0.61
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.82
+6,BCorrU,0.893333333333333
+7,BH2D,0.61
+8,BH2U,0.766666666666666
+9,BMITD1,0.6525
+10,BMITD2,0.6475
+11,BMITU,0.68
+12,BTED,0.625
+13,BTEU,0.62
+14,COH1,0.826666666666667
+15,COH2,0.733333333333333
+16,DC1,0.575
+17,dDTF,0.655
+18,DTF,0.5825
+19,ffDTF,0.575
+20,Genie,0.8125
+21,GGC,0.5625
+22,GPDC,0.635
+23,hmvar,0.6075
+24,MVAR,0.6
+25,oPDCF,0.6125
+26,pCOH1,0.8
+27,pCOH2,0.8
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.686666666666667
+32,PDC,0.615
+33,PH2D,0.62
+34,PH2U,0.733333333333333
+35,PMITD1,0.665
+36,PMITD2,0.6675
+37,PMITU,0.686666666666667
+38,PTED,0.63
+39,PTEU,0.6175
+40,Smvar,0.766666666666666
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim28/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim28/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4768007
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.654
+2,AS,37.506
+3,BCohF,45.288
+4,BCohW,0
+5,BCorrD,41.4185
+6,BCorrU,44.176
+7,BH2D,37.821
+8,BH2U,38.808
+9,BMITD1,38.2925
+10,BMITD2,38.2415
+11,BMITU,35.304
+12,BTED,37.962
+13,BTEU,38.221
+14,COH1,40.688
+15,COH2,37.8
+16,DC1,37.294
+17,dDTF,38.787
+18,DTF,37.2615
+19,ffDTF,37.2645
+20,Genie,40.832
+21,GGC,36.822
+22,GPDC,37.6265
+23,hmvar,37.2155
+24,MVAR,37.566
+25,oPDCF,37.537
+26,pCOH1,40.294
+27,pCOH2,40.296
+28,PCohF,46.336
+29,PCohW,0
+30,PCorrD,41.823
+31,PCorrU,36.504
+32,PDC,37.5845
+33,PH2D,37.513
+34,PH2U,37.372
+35,PMITD1,38.51
+36,PMITD2,38.345
+37,PMITU,36.328
+38,PTED,37.754
+39,PTEU,38.105
+40,Smvar,39.284
+41,Tigress,47.3485
diff --git a/1_individual_methods_analysis/sim28/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim28/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4768007
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.654
+2,AS,37.506
+3,BCohF,45.288
+4,BCohW,0
+5,BCorrD,41.4185
+6,BCorrU,44.176
+7,BH2D,37.821
+8,BH2U,38.808
+9,BMITD1,38.2925
+10,BMITD2,38.2415
+11,BMITU,35.304
+12,BTED,37.962
+13,BTEU,38.221
+14,COH1,40.688
+15,COH2,37.8
+16,DC1,37.294
+17,dDTF,38.787
+18,DTF,37.2615
+19,ffDTF,37.2645
+20,Genie,40.832
+21,GGC,36.822
+22,GPDC,37.6265
+23,hmvar,37.2155
+24,MVAR,37.566
+25,oPDCF,37.537
+26,pCOH1,40.294
+27,pCOH2,40.296
+28,PCohF,46.336
+29,PCohW,0
+30,PCorrD,41.823
+31,PCorrU,36.504
+32,PDC,37.5845
+33,PH2D,37.513
+34,PH2U,37.372
+35,PMITD1,38.51
+36,PMITD2,38.345
+37,PMITU,36.328
+38,PTED,37.754
+39,PTEU,38.105
+40,Smvar,39.284
+41,Tigress,47.3485
diff --git a/1_individual_methods_analysis/sim28/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim28/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..d0de29f
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.69
+2,AS,35.47
+3,BCohF,45.5066666666667
+4,BCohW,0
+5,BCorrD,41.1375
+6,BCorrU,44.2933333333333
+7,BH2D,35.995
+8,BH2U,38.6
+9,BMITD1,36.6475
+10,BMITD2,36.5625
+11,BMITU,35
+12,BTED,35.99
+13,BTEU,36.315
+14,COH1,40.72
+15,COH2,37.6666666666667
+16,DC1,35.09
+17,dDTF,37.365
+18,DTF,34.9825
+19,ffDTF,34.9875
+20,Genie,40.56
+21,GGC,34.41
+22,GPDC,35.6975
+23,hmvar,35.0125
+24,MVAR,35.57
+25,oPDCF,35.495
+26,pCOH1,40.2766666666667
+27,pCOH2,40.28
+28,PCohF,46.56
+29,PCohW,0
+30,PCorrD,41.625
+31,PCorrU,36.0933333333333
+32,PDC,35.5475
+33,PH2D,35.535
+34,PH2U,37.06
+35,PMITD1,36.93
+36,PMITD2,36.735
+37,PMITU,35.96
+38,PTED,35.83
+39,PTEU,36.255
+40,Smvar,39.18
+41,Tigress,47.4475
diff --git a/1_individual_methods_analysis/sim28/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim28/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..66a912c
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.6
+2,AS,40.56
+3,BCohF,44.96
+4,BCohW,0
+5,BCorrD,41.84
+6,BCorrU,44
+7,BH2D,40.56
+8,BH2U,39.12
+9,BMITD1,40.76
+10,BMITD2,40.76
+11,BMITU,35.76
+12,BTED,40.92
+13,BTEU,41.08
+14,COH1,40.64
+15,COH2,38
+16,DC1,40.6
+17,dDTF,40.92
+18,DTF,40.68
+19,ffDTF,40.68
+20,Genie,41.24
+21,GGC,40.44
+22,GPDC,40.52
+23,hmvar,40.52
+24,MVAR,40.56
+25,oPDCF,40.6
+26,pCOH1,40.32
+27,pCOH2,40.32
+28,PCohF,46
+29,PCohW,0
+30,PCorrD,42.12
+31,PCorrU,37.12
+32,PDC,40.64
+33,PH2D,40.48
+34,PH2U,37.84
+35,PMITD1,40.88
+36,PMITD2,40.76
+37,PMITU,36.88
+38,PTED,40.64
+39,PTEU,40.88
+40,Smvar,39.44
+41,Tigress,47.2
diff --git a/1_individual_methods_analysis/sim28/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim28/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..e788932
--- /dev/null
+++ b/1_individual_methods_analysis/sim28/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,30.78
+2,AS,30.38
+3,BCohF,46.0533333333333
+4,BCohW,0
+5,BCorrD,40.435
+6,BCorrU,44.5866666666667
+7,BH2D,31.43
+8,BH2U,38.08
+9,BMITD1,32.535
+10,BMITD2,32.365
+11,BMITU,34.24
+12,BTED,31.06
+13,BTEU,31.55
+14,COH1,40.8
+15,COH2,37.3333333333333
+16,DC1,29.58
+17,dDTF,33.81
+18,DTF,29.285
+19,ffDTF,29.295
+20,Genie,39.88
+21,GGC,28.38
+22,GPDC,30.875
+23,hmvar,29.505
+24,MVAR,30.58
+25,oPDCF,30.39
+26,pCOH1,40.2333333333333
+27,pCOH2,40.24
+28,PCohF,47.12
+29,PCohW,0
+30,PCorrD,41.13
+31,PCorrU,35.0666666666667
+32,PDC,30.455
+33,PH2D,30.59
+34,PH2U,36.28
+35,PMITD1,32.98
+36,PMITD2,32.71
+37,PMITU,35.04
+38,PTED,31.02
+39,PTEU,31.63
+40,Smvar,38.92
+41,Tigress,47.695
diff --git a/1_individual_methods_analysis/sim3/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim3/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..784c5a2
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim3Sub001,sim3Sub002,sim3Sub003,sim3Sub004,sim3Sub005,sim3Sub006,sim3Sub007,sim3Sub008,sim3Sub009,sim3Sub010,sim3Sub011,sim3Sub012,sim3Sub013,sim3Sub014,sim3Sub015,sim3Sub016,sim3Sub017,sim3Sub018,sim3Sub019,sim3Sub020,sim3Sub021,sim3Sub022,sim3Sub023,sim3Sub024,sim3Sub025,sim3Sub026,sim3Sub027,sim3Sub028,sim3Sub029,sim3Sub030,sim3Sub031,sim3Sub032,sim3Sub033,sim3Sub034,sim3Sub035,sim3Sub036,sim3Sub037,sim3Sub038,sim3Sub039,sim3Sub040,sim3Sub041,sim3Sub042,sim3Sub043,sim3Sub044,sim3Sub045,sim3Sub046,sim3Sub047,sim3Sub048,sim3Sub049,sim3Sub050
+1,Af,0.928888888888889,0.924444444444444,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.928888888888889,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92
+2,AS,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92
+3,BCohF,0.928888888888889,0.937777777777778,0.92,0.937777777777778,0.911111111111111,0.928888888888889,0.893333333333333,0.92,0.928888888888889,0.946666666666667,0.92,0.937777777777778,0.946666666666667,0.911111111111111,0.946666666666667,0.911111111111111,0.928888888888889,0.928888888888889,0.937777777777778,0.928888888888889,0.937777777777778,0.92,0.928888888888889,0.92,0.937777777777778,0.946666666666667,0.928888888888889,0.92,0.937777777777778,0.928888888888889,0.937777777777778,0.884444444444444,0.946666666666667,0.928888888888889,0.92,0.928888888888889,0.911111111111111,0.92,0.946666666666667,0.902222222222222,0.902222222222222,0.911111111111111,0.911111111111111,0.911111111111111,0.92,0.893333333333333,0.893333333333333,0.928888888888889,0.937777777777778,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.924444444444444,0.924444444444444,0.92,0.924444444444444,0.924444444444444,0.928888888888889,0.928888888888889,0.924444444444444,0.937777777777778,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.928888888888889,0.928888888888889,0.924444444444444,0.924444444444444,0.928888888888889,0.924444444444444,0.924444444444444,0.924444444444444,0.928888888888889,0.924444444444444,0.928888888888889,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.928888888888889,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.928888888888889,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.924444444444444,0.928888888888889,0.924444444444444,0.928888888888889,0.924444444444444,0.928888888888889,0.924444444444444,0.924444444444444,0.92
+6,BCorrU,0.911111111111111,0.92,0.875555555555556,0.928888888888889,0.902222222222222,0.875555555555556,0.884444444444444,0.911111111111111,0.92,0.92,0.92,0.884444444444444,0.92,0.955555555555556,0.92,0.928888888888889,0.911111111111111,0.911111111111111,0.92,0.946666666666667,0.893333333333333,0.911111111111111,0.893333333333333,0.92,0.893333333333333,0.92,0.893333333333333,0.875555555555556,0.911111111111111,0.902222222222222,0.911111111111111,0.866666666666667,0.902222222222222,0.902222222222222,0.893333333333333,0.884444444444444,0.884444444444444,0.92,0.92,0.92,0.875555555555556,0.911111111111111,0.902222222222222,0.92,0.893333333333333,0.884444444444444,0.893333333333333,0.911111111111111,0.937777777777778,0.911111111111111
+7,BH2D,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92
+8,BH2U,0.84,0.84,0.84,0.866666666666667,0.84,0.84,0.848888888888889,0.84,0.84,0.848888888888889,0.84,0.84,0.84,0.848888888888889,0.866666666666667,0.848888888888889,0.848888888888889,0.84,0.857777777777778,0.848888888888889,0.84,0.84,0.84,0.84,0.84,0.84,0.848888888888889,0.848888888888889,0.84,0.848888888888889,0.84,0.848888888888889,0.84,0.848888888888889,0.848888888888889,0.857777777777778,0.848888888888889,0.848888888888889,0.84,0.84,0.848888888888889,0.84,0.848888888888889,0.84,0.857777777777778,0.84,0.848888888888889,0.84,0.84,0.84
+9,BMITD1,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92
+10,BMITD2,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92
+11,BMITU,0.84,0.84,0.848888888888889,0.848888888888889,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.848888888888889,0.84,0.84,0.848888888888889,0.84,0.84,0.84,0.857777777777778,0.84,0.84,0.84,0.848888888888889,0.848888888888889,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+12,BTED,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.928888888888889,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.924444444444444,0.92,0.92,0.92,0.924444444444444,0.92,0.924444444444444,0.92,0.928888888888889,0.92,0.92,0.924444444444444,0.92,0.92,0.92
+13,BTEU,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.924444444444444,0.924444444444444,0.92,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92
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+17,dDTF,0.924444444444444,0.928888888888889,0.92,0.924444444444444,0.928888888888889,0.92,0.92,0.924444444444444,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.924444444444444,0.92,0.924444444444444,0.92,0.924444444444444,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.92,0.92,0.924444444444444,0.92,0.928888888888889,0.924444444444444,0.92,0.92,0.92,0.924444444444444,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.92,0.928888888888889,0.92
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diff --git a/1_individual_methods_analysis/sim3/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim3/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..1592248
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_37.csv b/1_individual_methods_analysis/sim3/Combined_data_37.csv
new file mode 100644
index 0000000..2a8aee5
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_73.csv b/1_individual_methods_analysis/sim3/Combined_data_73.csv
new file mode 100644
index 0000000..2a8aee5
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_equal.csv b/1_individual_methods_analysis/sim3/Combined_data_equal.csv
new file mode 100644
index 0000000..cabbea2
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_equal.csv
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_median_37.csv b/1_individual_methods_analysis/sim3/Combined_data_median_37.csv
new file mode 100644
index 0000000..17960a7
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_median_73.csv b/1_individual_methods_analysis/sim3/Combined_data_median_73.csv
new file mode 100644
index 0000000..17960a7
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim3/Combined_data_median_equal.csv
new file mode 100644
index 0000000..a62efee
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim3/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim3/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..bf72b64
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
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+27,pCOH2,0.848888888888889
+28,PCohF,0.928888888888889
+29,PCohW,0
+30,PCorrD,0.924444444444444
+31,PCorrU,0.84
+32,PDC,0.92
+33,PH2D,0.92
+34,PH2U,0.84
+35,PMITD1,0.92
+36,PMITD2,0.92
+37,PMITU,0.84
+38,PTED,0.92
+39,PTEU,0.92
+40,Smvar,0.84
+41,Tigress,0.957777777777778
diff --git a/1_individual_methods_analysis/sim3/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim3/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..4231b40
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.553945249597424
+2,AS,0.549852388620505
+3,BCohF,0.922839506172839
+4,BCohW,0
+5,BCorrD,0.867820719269994
+6,BCorrU,0.874485596707819
+7,BH2D,0.561728395061728
+8,BH2U,0.670047031158142
+9,BMITD1,0.565418679549115
+10,BMITD2,0.572799248523887
+11,BMITU,0.573927101704879
+12,BTED,0.571658615136877
+13,BTEU,0.577965646806226
+14,COH1,0.668724279835391
+15,COH2,0.687830687830688
+16,DC1,0.561392914653784
+17,dDTF,0.631575415995706
+18,DTF,0.554079441760601
+19,ffDTF,0.549986580783683
+20,Genie,0.888821792807301
+21,GGC,0.488929146537842
+22,GPDC,0.529857756307032
+23,hmvar,0.540794417606012
+24,MVAR,0.557367149758454
+25,oPDCF,0.531468062265164
+26,pCOH1,0.648883009994121
+27,pCOH2,0.648883009994121
+28,PCohF,0.902263374485597
+29,PCohW,0
+30,PCorrD,0.826959205582394
+31,PCorrU,0.538065843621399
+32,PDC,0.529857756307032
+33,PH2D,0.546363392377885
+34,PH2U,0.549529688418577
+35,PMITD1,0.57722758990875
+36,PMITD2,0.572866344605476
+37,PMITU,0.579952968841857
+38,PTED,0.573268921095009
+39,PTEU,0.566961889425658
+40,Smvar,0.561581422692534
+41,Tigress,0.948134728931831
diff --git a/1_individual_methods_analysis/sim3/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim3/Combined_data_sums_37.csv
new file mode 100644
index 0000000..c2e3b25
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.5146570048309
+2,AS,40.5434766505636
+3,BCohF,46.1330194003527
+4,BCohW,0
+5,BCorrD,45.386384863124
+6,BCorrU,44.9088571428571
+7,BH2D,40.590268921095
+8,BH2U,39.5800917107584
+9,BMITD1,40.7685297906602
+10,BMITD2,40.7307906602254
+11,BMITU,38.0062151675485
+12,BTED,40.7733236714976
+13,BTEU,41.1088647342995
+14,COH1,39.8784232804233
+15,COH2,39.8367354497354
+16,DC1,40.583383252818
+17,dDTF,41.7710032206119
+18,DTF,40.5661867954911
+19,ffDTF,40.5140434782609
+20,Genie,45.6674911433172
+21,GGC,39.4966296296296
+22,GPDC,40.2420338164251
+23,hmvar,40.4729098228663
+24,MVAR,40.5296859903382
+25,oPDCF,40.2013623188406
+26,pCOH1,39.8189594356261
+27,pCOH2,39.8189594356261
+28,PCohF,45.9892169312169
+29,PCohW,0
+30,PCorrD,44.7865426731079
+31,PCorrU,37.5943086419753
+32,PDC,40.1093220611916
+33,PH2D,40.4178679549114
+34,PH2U,37.8394973544974
+35,PMITD1,40.9070611916264
+36,PMITD2,40.8175571658615
+37,PMITU,38.1199894179894
+38,PTED,40.8354122383253
+39,PTEU,40.7247504025765
+40,Smvar,37.9525555555556
+41,Tigress,47.753421900161
diff --git a/1_individual_methods_analysis/sim3/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim3/Combined_data_sums_73.csv
new file mode 100644
index 0000000..c2e3b25
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.5146570048309
+2,AS,40.5434766505636
+3,BCohF,46.1330194003527
+4,BCohW,0
+5,BCorrD,45.386384863124
+6,BCorrU,44.9088571428571
+7,BH2D,40.590268921095
+8,BH2U,39.5800917107584
+9,BMITD1,40.7685297906602
+10,BMITD2,40.7307906602254
+11,BMITU,38.0062151675485
+12,BTED,40.7733236714976
+13,BTEU,41.1088647342995
+14,COH1,39.8784232804233
+15,COH2,39.8367354497354
+16,DC1,40.583383252818
+17,dDTF,41.7710032206119
+18,DTF,40.5661867954911
+19,ffDTF,40.5140434782609
+20,Genie,45.6674911433172
+21,GGC,39.4966296296296
+22,GPDC,40.2420338164251
+23,hmvar,40.4729098228663
+24,MVAR,40.5296859903382
+25,oPDCF,40.2013623188406
+26,pCOH1,39.8189594356261
+27,pCOH2,39.8189594356261
+28,PCohF,45.9892169312169
+29,PCohW,0
+30,PCorrD,44.7865426731079
+31,PCorrU,37.5943086419753
+32,PDC,40.1093220611916
+33,PH2D,40.4178679549114
+34,PH2U,37.8394973544974
+35,PMITD1,40.9070611916264
+36,PMITD2,40.8175571658615
+37,PMITU,38.1199894179894
+38,PTED,40.8354122383253
+39,PTEU,40.7247504025765
+40,Smvar,37.9525555555556
+41,Tigress,47.753421900161
diff --git a/1_individual_methods_analysis/sim3/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim3/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..6319127
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.8251690821256
+2,AS,36.8850536768653
+3,BCohF,46.0794767783657
+4,BCohW,0
+5,BCorrD,44.7995303274289
+6,BCorrU,44.6317989417989
+7,BH2D,36.9808185721954
+8,BH2U,37.7949676660788
+9,BMITD1,37.2779200214707
+10,BMITD2,37.2090955448202
+11,BMITU,35.2962845385068
+12,BTED,37.2533172302738
+13,BTEU,37.8036634460547
+14,COH1,38.1855202821869
+15,COH2,38.1397442680776
+16,DC1,36.9486017176597
+17,dDTF,38.8805609232421
+18,DTF,36.9110520665593
+19,ffDTF,36.8478502415459
+20,Genie,45.2502630166398
+21,GGC,35.1580864197531
+22,GPDC,36.39153784219
+23,hmvar,36.755590445518
+24,MVAR,36.8679951690821
+25,oPDCF,36.3267149758454
+26,pCOH1,37.9204879482657
+27,pCOH2,37.9204879482657
+28,PCohF,45.7627689594356
+29,PCohW,0
+30,PCorrD,43.7583118625872
+31,PCorrU,34.562366255144
+32,PDC,36.1762775093935
+33,PH2D,36.6875577026302
+34,PH2U,34.9769400352734
+35,PMITD1,37.4969538378959
+36,PMITD2,37.350743424584
+37,PMITU,35.4414638447972
+38,PTED,37.3538352120236
+39,PTEU,37.1782877079979
+40,Smvar,35.1327777777778
+41,Tigress,47.6631105743425
diff --git a/1_individual_methods_analysis/sim3/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim3/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..dd2dc52
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,46.0488888888889
+2,AS,46.0311111111111
+3,BCohF,46.2133333333333
+4,BCohW,0
+5,BCorrD,46.2666666666667
+6,BCorrU,45.3244444444444
+7,BH2D,46.0044444444444
+8,BH2U,42.2577777777778
+9,BMITD1,46.0044444444444
+10,BMITD2,46.0133333333333
+11,BMITU,42.0711111111111
+12,BTED,46.0533333333333
+13,BTEU,46.0666666666667
+14,COH1,42.4177777777778
+15,COH2,42.3822222222222
+16,DC1,46.0355555555556
+17,dDTF,46.1066666666667
+18,DTF,46.0488888888889
+19,ffDTF,46.0133333333333
+20,Genie,46.2933333333333
+21,GGC,46.0044444444444
+22,GPDC,46.0177777777778
+23,hmvar,46.0488888888889
+24,MVAR,46.0222222222222
+25,oPDCF,46.0133333333333
+26,pCOH1,42.6666666666667
+27,pCOH2,42.6666666666667
+28,PCohF,46.3288888888889
+29,PCohW,0
+30,PCorrD,46.3288888888889
+31,PCorrU,42.1422222222222
+32,PDC,46.0088888888889
+33,PH2D,46.0133333333333
+34,PH2U,42.1333333333333
+35,PMITD1,46.0222222222222
+36,PMITD2,46.0177777777778
+37,PMITU,42.1377777777778
+38,PTED,46.0577777777778
+39,PTEU,46.0444444444444
+40,Smvar,42.1822222222222
+41,Tigress,47.8888888888889
diff --git a/1_individual_methods_analysis/sim3/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim3/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..2d04530
--- /dev/null
+++ b/1_individual_methods_analysis/sim3/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,27.6014492753623
+2,AS,27.7389962426194
+3,BCohF,45.945620223398
+4,BCohW,0
+5,BCorrD,43.3323939881911
+6,BCorrU,43.9391534391534
+7,BH2D,27.9571926999463
+8,BH2U,33.3321575543798
+9,BMITD1,28.551395598497
+10,BMITD2,28.404857756307
+11,BMITU,28.5214579659024
+12,BTED,28.4533011272142
+13,BTEU,29.5406602254428
+14,COH1,33.9532627865961
+15,COH2,33.897266313933
+16,DC1,27.8616478797638
+17,dDTF,31.6544551798175
+18,DTF,27.7732152442297
+19,ffDTF,27.6823671497585
+20,Genie,44.2071926999463
+21,GGC,24.3117283950617
+22,GPDC,26.7652979066023
+23,hmvar,27.4622920021471
+24,MVAR,27.713768115942
+25,oPDCF,26.6400966183575
+26,pCOH1,33.1743092298648
+27,pCOH2,33.1743092298648
+28,PCohF,45.1966490299824
+29,PCohW,0
+30,PCorrD,41.1877348362856
+31,PCorrU,26.9825102880658
+32,PDC,26.343666129898
+33,PH2D,27.361782071927
+34,PH2U,27.8205467372134
+35,PMITD1,28.9716854535695
+36,PMITD2,28.6837090713902
+37,PMITU,28.7451499118166
+38,PTED,28.6498926462695
+39,PTEU,28.3121309715513
+40,Smvar,28.0833333333333
+41,Tigress,47.437332259796
diff --git a/1_individual_methods_analysis/sim4/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim4/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..909d95c
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim4Sub001,sim4Sub002,sim4Sub003,sim4Sub004,sim4Sub005,sim4Sub006,sim4Sub007,sim4Sub008,sim4Sub009,sim4Sub010,sim4Sub011,sim4Sub012,sim4Sub013,sim4Sub014,sim4Sub015,sim4Sub016,sim4Sub017,sim4Sub018,sim4Sub019,sim4Sub020,sim4Sub021,sim4Sub022,sim4Sub023,sim4Sub024,sim4Sub025,sim4Sub026,sim4Sub027,sim4Sub028,sim4Sub029,sim4Sub030,sim4Sub031,sim4Sub032,sim4Sub033,sim4Sub034,sim4Sub035,sim4Sub036,sim4Sub037,sim4Sub038,sim4Sub039,sim4Sub040,sim4Sub041,sim4Sub042,sim4Sub043,sim4Sub044,sim4Sub045,sim4Sub046,sim4Sub047,sim4Sub048,sim4Sub049,sim4Sub050
+1,Af,0.9756,0.976,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756
+2,AS,0.9756,0.976,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756
+3,BCohF,0.9696,0.9696,0.9688,0.9688,0.9688,0.9696,0.9656,0.9704,0.9704,0.9704,0.9696,0.9696,0.9704,0.9696,0.972,0.9696,0.9712,0.9648,0.9688,0.9656,0.9728,0.9688,0.9752,0.968,0.9752,0.9688,0.968,0.9688,0.9704,0.9648,0.9664,0.9712,0.9672,0.9744,0.9632,0.9688,0.9696,0.9696,0.9728,0.9672,0.9656,0.9664,0.9728,0.9744,0.9664,0.9664,0.9688,0.972,0.968,0.964
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.976,0.976,0.9764,0.976,0.9772,0.976,0.976,0.976,0.976,0.9764,0.976,0.9768,0.9764,0.9768,0.9764,0.976,0.976,0.976,0.9764,0.9764,0.9764,0.976,0.976,0.976,0.9764,0.976,0.976,0.9764,0.9768,0.9756,0.976,0.976,0.976,0.9768,0.976,0.9764,0.9764,0.976,0.976,0.9764,0.9772,0.976,0.976,0.976,0.9764,0.976,0.9772,0.9764,0.9764,0.9764
+6,BCorrU,0.9664,0.964,0.9624,0.9624,0.964,0.9648,0.9608,0.9568,0.9616,0.9616,0.9608,0.9616,0.9672,0.964,0.9632,0.9648,0.9584,0.9648,0.9656,0.96,0.96,0.9624,0.9688,0.964,0.9656,0.9608,0.9624,0.9608,0.9672,0.9608,0.9616,0.9656,0.956,0.9592,0.9632,0.9704,0.9648,0.9624,0.9608,0.9648,0.9592,0.9608,0.96,0.9624,0.964,0.96,0.9632,0.9648,0.9624,0.9616
+7,BH2D,0.976,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.976,0.9756,0.9756,0.9756,0.9756
+8,BH2U,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.952,0.9512,0.952,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.952,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512,0.9512
+9,BMITD1,0.9756,0.9756,0.9756,0.976,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.976,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756,0.9756
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diff --git a/1_individual_methods_analysis/sim4/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim4/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..ef3362b
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_37.csv b/1_individual_methods_analysis/sim4/Combined_data_37.csv
new file mode 100644
index 0000000..894aedf
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_73.csv b/1_individual_methods_analysis/sim4/Combined_data_73.csv
new file mode 100644
index 0000000..894aedf
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_equal.csv b/1_individual_methods_analysis/sim4/Combined_data_equal.csv
new file mode 100644
index 0000000..a0e1e9c
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_median_37.csv b/1_individual_methods_analysis/sim4/Combined_data_median_37.csv
new file mode 100644
index 0000000..013120a
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_median_73.csv b/1_individual_methods_analysis/sim4/Combined_data_median_73.csv
new file mode 100644
index 0000000..013120a
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim4/Combined_data_median_equal.csv
new file mode 100644
index 0000000..b08506a
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim4/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..c550f5f
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
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diff --git a/1_individual_methods_analysis/sim4/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim4/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..4b9cfc4
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
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+10,BMITD2,0.521231154934501
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+12,BTED,0.54445015761633
+13,BTEU,0.569152904643801
+14,COH1,0.541321402473493
+15,COH2,0.539818555336486
+16,DC1,0.526845186484652
+17,dDTF,0.517346198052144
+18,DTF,0.527016581641226
+19,ffDTF,0.525717675209539
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+21,GGC,0.471595453659455
+22,GPDC,0.510404694210876
+23,hmvar,0.516652215702485
+24,MVAR,0.513530135301352
+25,oPDCF,0.504678079567681
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+27,pCOH2,0.509113595940933
+28,PCohF,0.89210867377187
+29,PCohW,0
+30,PCorrD,0.718370872233312
+31,PCorrU,0.502760964579686
+32,PDC,0.504590701644721
+33,PH2D,0.513530135301353
+34,PH2U,0.506180286506087
+35,PMITD1,0.535184737093272
+36,PMITD2,0.529258161434073
+37,PMITU,0.520619338471508
+38,PTED,0.529674886912804
+39,PTEU,0.511480114801149
+40,Smvar,0.519295729983869
+41,Tigress,0.970646058919606
diff --git a/1_individual_methods_analysis/sim4/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim4/Combined_data_sums_37.csv
new file mode 100644
index 0000000..0177c1f
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,41.7914194350009
+2,AS,41.7368492335612
+3,BCohF,47.7582135664355
+4,BCohW,0
+5,BCorrD,47.5632797628698
+6,BCorrU,46.8489713708999
+7,BH2D,42.1791371782308
+8,BH2U,42.8194565859174
+9,BMITD1,42.0629574754502
+10,BMITD2,42.0409690480511
+11,BMITU,41.1248116852569
+12,BTED,42.3121294561732
+13,BTEU,42.5857328671385
+14,COH1,41.3972224881082
+15,COH2,41.3492621290794
+16,DC1,41.9865376976589
+17,dDTF,41.9346094432682
+18,DTF,42.048595569536
+19,ffDTF,41.9992455814329
+20,Genie,48.0529556276087
+21,GGC,41.2467044550642
+22,GPDC,41.7938328005969
+23,hmvar,41.9106401709919
+24,MVAR,41.7777975528804
+25,oPDCF,41.7692066227088
+26,pCOH1,0
+27,pCOH2,40.9217481435012
+28,PCohF,47.1568383824401
+29,PCohW,0
+30,PCorrD,44.9357150872099
+31,PCorrU,40.8615838552855
+32,PDC,41.7758184429254
+33,PH2D,41.826976145827
+34,PH2U,40.9241836606047
+35,PMITD1,42.1861570407114
+36,PMITD2,42.0575676018793
+37,PMITU,41.1622950885853
+38,PTED,42.1309250103845
+39,PTEU,41.781992419898
+40,Smvar,41.0756391644721
+41,Tigress,49.0594843869094
diff --git a/1_individual_methods_analysis/sim4/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim4/Combined_data_sums_73.csv
new file mode 100644
index 0000000..0177c1f
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,41.7914194350009
+2,AS,41.7368492335612
+3,BCohF,47.7582135664355
+4,BCohW,0
+5,BCorrD,47.5632797628698
+6,BCorrU,46.8489713708999
+7,BH2D,42.1791371782308
+8,BH2U,42.8194565859174
+9,BMITD1,42.0629574754502
+10,BMITD2,42.0409690480511
+11,BMITU,41.1248116852569
+12,BTED,42.3121294561732
+13,BTEU,42.5857328671385
+14,COH1,41.3972224881082
+15,COH2,41.3492621290794
+16,DC1,41.9865376976589
+17,dDTF,41.9346094432682
+18,DTF,42.048595569536
+19,ffDTF,41.9992455814329
+20,Genie,48.0529556276087
+21,GGC,41.2467044550642
+22,GPDC,41.7938328005969
+23,hmvar,41.9106401709919
+24,MVAR,41.7777975528804
+25,oPDCF,41.7692066227088
+26,pCOH1,0
+27,pCOH2,40.9217481435012
+28,PCohF,47.1568383824401
+29,PCohW,0
+30,PCorrD,44.9357150872099
+31,PCorrU,40.8615838552855
+32,PDC,41.7758184429254
+33,PH2D,41.826976145827
+34,PH2U,40.9241836606047
+35,PMITD1,42.1861570407114
+36,PMITD2,42.0575676018793
+37,PMITU,41.1622950885853
+38,PTED,42.1309250103845
+39,PTEU,41.781992419898
+40,Smvar,41.0756391644721
+41,Tigress,49.0594843869094
diff --git a/1_individual_methods_analysis/sim4/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim4/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..453e732
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.1320990583348
+2,AS,37.041148722602
+3,BCohF,47.2908892773925
+4,BCohW,0
+5,BCorrD,46.7302662714496
+6,BCorrU,45.9914856181665
+7,BH2D,37.7780286303847
+8,BH2U,39.6574943098623
+9,BMITD1,37.5843957924169
+10,BMITD2,37.5482817467519
+11,BMITU,36.8330861420949
+12,BTED,37.9994157602887
+13,BTEU,38.4556881118975
+14,COH1,37.2868374801803
+15,COH2,37.206636881799
+16,DC1,37.4572961627649
+17,dDTF,37.3702157387803
+18,DTF,37.56045928256
+19,ffDTF,37.4779426357214
+20,Genie,47.5386593793479
+21,GGC,36.2242407584404
+22,GPDC,37.1358546676614
+23,hmvar,37.3310669516531
+24,MVAR,37.1093959214674
+25,oPDCF,37.0950777045148
+26,pCOH1,0
+27,pCOH2,36.494913572502
+28,PCohF,46.3835306374002
+29,PCohW,0
+30,PCorrD,42.3573918120165
+31,PCorrU,36.3927730921425
+32,PDC,37.1060974048757
+33,PH2D,37.1916269097117
+34,PH2U,36.4987061010079
+35,PMITD1,37.789461734519
+36,PMITD2,37.5754126697988
+37,PMITU,36.8960918143088
+38,PTED,37.6979416839742
+39,PTEU,37.1161206998299
+40,Smvar,36.7505986074536
+41,Tigress,48.9044739781824
diff --git a/1_individual_methods_analysis/sim4/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim4/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..983d70a
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,48.7804
+2,AS,48.7804
+3,BCohF,48.4592
+4,BCohW,0
+5,BCorrD,48.8128
+6,BCorrU,48.1352
+7,BH2D,48.7808
+8,BH2U,47.5624
+9,BMITD1,48.7808
+10,BMITD2,48.78
+11,BMITU,47.5624
+12,BTED,48.7812
+13,BTEU,48.7808
+14,COH1,47.5628
+15,COH2,47.5632
+16,DC1,48.7804
+17,dDTF,48.7812
+18,DTF,48.7808
+19,ffDTF,48.7812
+20,Genie,48.8244
+21,GGC,48.7804
+22,GPDC,48.7808
+23,hmvar,48.78
+24,MVAR,48.7804
+25,oPDCF,48.7804
+26,pCOH1,0
+27,pCOH2,47.562
+28,PCohF,48.3168
+29,PCohW,0
+30,PCorrD,48.8032
+31,PCorrU,47.5648
+32,PDC,48.7804
+33,PH2D,48.78
+34,PH2U,47.5624
+35,PMITD1,48.7812
+36,PMITD2,48.7808
+37,PMITU,47.5616
+38,PTED,48.7804
+39,PTEU,48.7808
+40,Smvar,47.5632
+41,Tigress,49.292
diff --git a/1_individual_methods_analysis/sim4/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim4/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..521c888
--- /dev/null
+++ b/1_individual_methods_analysis/sim4/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,25.4837981166697
+2,AS,25.301897445204
+3,BCohF,46.122578554785
+4,BCohW,0
+5,BCorrD,44.6477325428992
+6,BCorrU,43.8477712363331
+7,BH2D,26.7752572607693
+8,BH2U,31.7525886197245
+9,BMITD1,26.3879915848339
+10,BMITD2,26.3165634935038
+11,BMITU,26.1037722841898
+12,BTED,27.2176315205775
+13,BTEU,28.130576223795
+14,COH1,27.0108749603607
+15,COH2,26.850073763598
+16,DC1,26.1341923255298
+17,dDTF,25.9592314775607
+18,DTF,26.3401185651201
+19,ffDTF,26.1746852714429
+20,Genie,46.2529187586958
+21,GGC,23.6680815168807
+22,GPDC,25.4909093353229
+23,hmvar,25.8821339033062
+24,MVAR,25.4383918429348
+25,oPDCF,25.4097554090295
+26,pCOH1,0
+27,pCOH2,25.4278271450041
+28,PCohF,44.4502612748004
+29,PCohW,0
+30,PCorrD,35.911583624033
+31,PCorrU,25.2207461842849
+32,PDC,25.4317948097514
+33,PH2D,25.6032538194234
+34,PH2U,25.4350122020157
+35,PMITD1,26.797723469038
+36,PMITD2,26.3700253395976
+37,PMITU,26.2305836286175
+38,PTED,26.6154833679484
+39,PTEU,25.4514413996599
+40,Smvar,25.9379972149071
+41,Tigress,48.5169479563648
diff --git a/1_individual_methods_analysis/sim5/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim5/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..f29a309
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim5Sub001,sim5Sub002,sim5Sub003,sim5Sub004,sim5Sub005,sim5Sub006,sim5Sub007,sim5Sub008,sim5Sub009,sim5Sub010,sim5Sub011,sim5Sub012,sim5Sub013,sim5Sub014,sim5Sub015,sim5Sub016,sim5Sub017,sim5Sub018,sim5Sub019,sim5Sub020,sim5Sub021,sim5Sub022,sim5Sub023,sim5Sub024,sim5Sub025,sim5Sub026,sim5Sub027,sim5Sub028,sim5Sub029,sim5Sub030,sim5Sub031,sim5Sub032,sim5Sub033,sim5Sub034,sim5Sub035,sim5Sub036,sim5Sub037,sim5Sub038,sim5Sub039,sim5Sub040,sim5Sub041,sim5Sub042,sim5Sub043,sim5Sub044,sim5Sub045,sim5Sub046,sim5Sub047,sim5Sub048,sim5Sub049,sim5Sub050
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+2,AS,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84
+3,BCohF,1,1,1,1,0.92,1,1,1,1,0.92,0.92,1,0.92,1,1,1,1,1,1,1,0.92,1,0.84,0.92,1,1,1,1,1,1,1,1,1,0.92,0.92,0.92,1,1,1,1,1,1,1,1,1,0.92,0.92,0.84,1,0.92
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.88,0.84,0.84,0.84,0.8,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84
+6,BCorrU,1,1,1,1,0.92,0.92,1,1,0.92,0.92,1,1,0.92,1,1,1,1,1,1,0.92,0.92,1,0.84,0.92,1,0.92,1,1,0.92,0.92,1,1,1,0.92,1,0.92,0.92,0.92,1,1,1,1,0.92,1,0.92,1,1,0.84,1,0.84
+7,BH2D,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.88,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.84,0.8
+8,BH2U,0.84,0.76,0.84,0.76,0.76,0.76,0.84,0.68,0.68,0.84,0.84,0.92,0.76,0.68,0.84,0.76,0.76,0.68,0.84,0.76,0.84,0.6,0.68,0.76,0.92,0.92,1,0.76,0.68,0.68,0.92,0.92,0.84,0.76,1,0.76,0.92,0.76,0.84,0.84,0.92,0.84,0.84,0.92,0.68,0.76,0.92,0.84,0.76,0.92
+9,BMITD1,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84
+10,BMITD2,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84
+11,BMITU,0.68,0.68,0.68,0.76,0.68,0.68,0.68,0.84,0.6,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.84,0.68,0.76,0.68,0.6,0.68,0.68,0.76,0.76,0.68,0.68,0.6,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.76,0.68,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68,0.68
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+13,BTEU,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8
+14,COH1,0.92,1,1,0.84,0.92,0.92,1,1,0.92,0.92,0.92,0.84,0.92,0.84,1,0.92,1,1,1,0.92,0.92,0.92,0.92,0.92,1,0.92,1,1,0.76,0.84,0.92,1,0.92,0.92,1,0.84,0.92,1,1,0.92,0.92,1,0.84,0.92,0.84,0.92,1,0.76,1,0.92
+15,COH2,0.92,0.92,1,0.76,0.92,1,1,0.84,0.92,0.92,0.92,0.76,0.84,0.84,0.92,0.92,0.92,0.92,0.84,0.76,0.76,0.76,0.92,0.84,0.92,0.84,0.92,1,0.68,0.76,0.84,0.92,0.84,0.76,0.92,0.76,0.84,0.84,0.92,0.84,0.92,0.92,0.76,0.92,0.76,0.92,0.92,0.68,1,0.92
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diff --git a/1_individual_methods_analysis/sim5/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim5/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..34390fa
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim5/Combined_data_37.csv b/1_individual_methods_analysis/sim5/Combined_data_37.csv
new file mode 100644
index 0000000..0e41b66
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim5/Combined_data_73.csv b/1_individual_methods_analysis/sim5/Combined_data_73.csv
new file mode 100644
index 0000000..0e41b66
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim5/Combined_data_equal.csv b/1_individual_methods_analysis/sim5/Combined_data_equal.csv
new file mode 100644
index 0000000..7c56a1c
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim5/Combined_data_median_37.csv b/1_individual_methods_analysis/sim5/Combined_data_median_37.csv
new file mode 100644
index 0000000..7e43c93
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7415
+2,AS,0.7445
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.8475
+6,BCorrU,1
+7,BH2D,0.76
+8,BH2U,0.828
+9,BMITD1,0.75875
+10,BMITD2,0.758
+11,BMITU,0.68
+12,BTED,0.75725
+13,BTEU,0.78625
+14,COH1,0.936
+15,COH2,0.912
+16,DC1,0.752
+17,dDTF,0.7955
+18,DTF,0.74525
+19,ffDTF,0.7475
+20,Genie,0.846
+21,GGC,0.73475
+22,GPDC,0.751
+23,hmvar,0.746
+24,MVAR,0.74075
+25,oPDCF,0.74275
+26,pCOH1,0.928
+27,pCOH2,0.928
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.752
+32,PDC,0.7425
+33,PH2D,0.76325
+34,PH2U,0.742
+35,PMITD1,0.76025
+36,PMITD2,0.7565
+37,PMITU,0.716
+38,PTED,0.76325
+39,PTEU,0.787
+40,Smvar,0.85
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim5/Combined_data_median_73.csv b/1_individual_methods_analysis/sim5/Combined_data_median_73.csv
new file mode 100644
index 0000000..7e43c93
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7415
+2,AS,0.7445
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.8475
+6,BCorrU,1
+7,BH2D,0.76
+8,BH2U,0.828
+9,BMITD1,0.75875
+10,BMITD2,0.758
+11,BMITU,0.68
+12,BTED,0.75725
+13,BTEU,0.78625
+14,COH1,0.936
+15,COH2,0.912
+16,DC1,0.752
+17,dDTF,0.7955
+18,DTF,0.74525
+19,ffDTF,0.7475
+20,Genie,0.846
+21,GGC,0.73475
+22,GPDC,0.751
+23,hmvar,0.746
+24,MVAR,0.74075
+25,oPDCF,0.74275
+26,pCOH1,0.928
+27,pCOH2,0.928
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.752
+32,PDC,0.7425
+33,PH2D,0.76325
+34,PH2U,0.742
+35,PMITD1,0.76025
+36,PMITD2,0.7565
+37,PMITU,0.716
+38,PTED,0.76325
+39,PTEU,0.787
+40,Smvar,0.85
+41,Tigress,0.963
diff --git a/1_individual_methods_analysis/sim5/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim5/Combined_data_median_equal.csv
new file mode 100644
index 0000000..4b90ba2
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.7
+2,AS,0.70125
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.8525
+6,BCorrU,1
+7,BH2D,0.7275
+8,BH2U,0.82
+9,BMITD1,0.7275
+10,BMITD2,0.72
+11,BMITU,0.68
+12,BTED,0.72625
+13,BTEU,0.76125
+14,COH1,0.946666666666667
+15,COH2,0.906666666666667
+16,DC1,0.71875
+17,dDTF,0.78625
+18,DTF,0.7
+19,ffDTF,0.70375
+20,Genie,0.85
+21,GGC,0.69125
+22,GPDC,0.71625
+23,hmvar,0.71
+24,MVAR,0.70125
+25,oPDCF,0.69375
+26,pCOH1,0.933333333333334
+27,pCOH2,0.933333333333334
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.855
+31,PCorrU,0.746666666666666
+32,PDC,0.695
+33,PH2D,0.73625
+34,PH2U,0.73
+35,PMITD1,0.7275
+36,PMITD2,0.72625
+37,PMITU,0.713333333333333
+38,PTED,0.73875
+39,PTEU,0.765
+40,Smvar,0.856666666666667
+41,Tigress,0.965
diff --git a/1_individual_methods_analysis/sim5/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim5/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..378dd4e
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,1
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.92
+15,COH2,0.92
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.72
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.84
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim5/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim5/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..f5c1f42
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.5925
+2,AS,0.6
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.865
+6,BCorrU,1
+7,BH2D,0.6525
+8,BH2U,0.813333333333333
+9,BMITD1,0.64
+10,BMITD2,0.63
+11,BMITU,0.68
+12,BTED,0.645
+13,BTEU,0.69
+14,COH1,0.973333333333333
+15,COH2,0.9
+16,DC1,0.6275
+17,dDTF,0.755
+18,DTF,0.5875
+19,ffDTF,0.5975
+20,Genie,0.86
+21,GGC,0.575
+22,GPDC,0.63
+23,hmvar,0.6025
+24,MVAR,0.5925
+25,oPDCF,0.5875
+26,pCOH1,0.946666666666667
+27,pCOH2,0.946666666666667
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.87
+31,PCorrU,0.733333333333333
+32,PDC,0.59
+33,PH2D,0.6625
+34,PH2U,0.7
+35,PMITD1,0.65
+36,PMITD2,0.645
+37,PMITU,0.706666666666667
+38,PTED,0.6725
+39,PTEU,0.6975
+40,Smvar,0.873333333333334
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim5/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim5/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4473844
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.493
+2,AS,37.493
+3,BCohF,48.896
+4,BCohW,0
+5,BCorrD,42.241
+6,BCorrU,48.392
+7,BH2D,38.1635
+8,BH2U,40.284
+9,BMITD1,38.0255
+10,BMITD2,38.08
+11,BMITU,34.624
+12,BTED,38.1435
+13,BTEU,39.223
+14,COH1,46.968
+15,COH2,43.752
+16,DC1,37.659
+17,dDTF,40.3975
+18,DTF,37.5275
+19,ffDTF,37.5275
+20,Genie,41.967
+21,GGC,36.763
+22,GPDC,37.657
+23,hmvar,37.4025
+24,MVAR,37.4845
+25,oPDCF,37.4665
+26,pCOH1,46.04
+27,pCOH2,46.04
+28,PCohF,49.524
+29,PCohW,0
+30,PCorrD,42.4585
+31,PCorrU,38.148
+32,PDC,37.3705
+33,PH2D,38.4725
+34,PH2U,36.512
+35,PMITD1,38.3775
+36,PMITD2,38.2105
+37,PMITU,35.888
+38,PTED,38.427
+39,PTEU,39.359
+40,Smvar,42.932
+41,Tigress,48.306
diff --git a/1_individual_methods_analysis/sim5/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim5/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4473844
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.493
+2,AS,37.493
+3,BCohF,48.896
+4,BCohW,0
+5,BCorrD,42.241
+6,BCorrU,48.392
+7,BH2D,38.1635
+8,BH2U,40.284
+9,BMITD1,38.0255
+10,BMITD2,38.08
+11,BMITU,34.624
+12,BTED,38.1435
+13,BTEU,39.223
+14,COH1,46.968
+15,COH2,43.752
+16,DC1,37.659
+17,dDTF,40.3975
+18,DTF,37.5275
+19,ffDTF,37.5275
+20,Genie,41.967
+21,GGC,36.763
+22,GPDC,37.657
+23,hmvar,37.4025
+24,MVAR,37.4845
+25,oPDCF,37.4665
+26,pCOH1,46.04
+27,pCOH2,46.04
+28,PCohF,49.524
+29,PCohW,0
+30,PCorrD,42.4585
+31,PCorrU,38.148
+32,PDC,37.3705
+33,PH2D,38.4725
+34,PH2U,36.512
+35,PMITD1,38.3775
+36,PMITD2,38.2105
+37,PMITU,35.888
+38,PTED,38.427
+39,PTEU,39.359
+40,Smvar,42.932
+41,Tigress,48.306
diff --git a/1_individual_methods_analysis/sim5/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim5/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..5c2a3f4
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.475
+2,AS,35.555
+3,BCohF,49.0133333333333
+4,BCohW,0
+5,BCorrD,42.455
+6,BCorrU,48.5466666666667
+7,BH2D,36.4325
+8,BH2U,40.2066666666667
+9,BMITD1,36.2825
+10,BMITD2,36.32
+11,BMITU,34.56
+12,BTED,36.4525
+13,BTEU,37.825
+14,COH1,47.24
+15,COH2,43.96
+16,DC1,35.805
+17,dDTF,39.7025
+18,DTF,35.5325
+19,ffDTF,35.5325
+20,Genie,42.185
+21,GGC,34.365
+22,GPDC,35.615
+23,hmvar,35.3775
+24,MVAR,35.4875
+25,oPDCF,35.3775
+26,pCOH1,46.28
+27,pCOH2,46.28
+28,PCohF,49.58
+29,PCohW,0
+30,PCorrD,42.7375
+31,PCorrU,37.98
+32,PDC,35.2175
+33,PH2D,36.8675
+34,PH2U,36
+35,PMITD1,36.6825
+36,PMITD2,36.4575
+37,PMITU,35.7066666666667
+38,PTED,36.845
+39,PTEU,38.105
+40,Smvar,43.1266666666667
+41,Tigress,48.43
diff --git a/1_individual_methods_analysis/sim5/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim5/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..87215c2
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.52
+2,AS,40.4
+3,BCohF,48.72
+4,BCohW,0
+5,BCorrD,41.92
+6,BCorrU,48.16
+7,BH2D,40.76
+8,BH2U,40.4
+9,BMITD1,40.64
+10,BMITD2,40.72
+11,BMITU,34.72
+12,BTED,40.68
+13,BTEU,41.32
+14,COH1,46.56
+15,COH2,43.44
+16,DC1,40.44
+17,dDTF,41.44
+18,DTF,40.52
+19,ffDTF,40.52
+20,Genie,41.64
+21,GGC,40.36
+22,GPDC,40.72
+23,hmvar,40.44
+24,MVAR,40.48
+25,oPDCF,40.6
+26,pCOH1,45.68
+27,pCOH2,45.68
+28,PCohF,49.44
+29,PCohW,0
+30,PCorrD,42.04
+31,PCorrU,38.4
+32,PDC,40.6
+33,PH2D,40.88
+34,PH2U,37.28
+35,PMITD1,40.92
+36,PMITD2,40.84
+37,PMITU,36.16
+38,PTED,40.8
+39,PTEU,41.24
+40,Smvar,42.64
+41,Tigress,48.12
diff --git a/1_individual_methods_analysis/sim5/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim5/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..5e59653
--- /dev/null
+++ b/1_individual_methods_analysis/sim5/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,30.43
+2,AS,30.71
+3,BCohF,49.3066666666667
+4,BCohW,0
+5,BCorrD,42.99
+6,BCorrU,48.9333333333333
+7,BH2D,32.105
+8,BH2U,40.0133333333333
+9,BMITD1,31.925
+10,BMITD2,31.92
+11,BMITU,34.4
+12,BTED,32.225
+13,BTEU,34.33
+14,COH1,47.92
+15,COH2,44.48
+16,DC1,31.17
+17,dDTF,37.965
+18,DTF,30.545
+19,ffDTF,30.545
+20,Genie,42.73
+21,GGC,28.37
+22,GPDC,30.51
+23,hmvar,30.315
+24,MVAR,30.495
+25,oPDCF,30.155
+26,pCOH1,46.88
+27,pCOH2,46.88
+28,PCohF,49.72
+29,PCohW,0
+30,PCorrD,43.435
+31,PCorrU,37.56
+32,PDC,29.835
+33,PH2D,32.855
+34,PH2U,34.72
+35,PMITD1,32.445
+36,PMITD2,32.075
+37,PMITU,35.2533333333333
+38,PTED,32.89
+39,PTEU,34.97
+40,Smvar,43.6133333333333
+41,Tigress,48.74
diff --git a/1_individual_methods_analysis/sim6/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim6/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..2c6e991
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim6Sub001,sim6Sub002,sim6Sub003,sim6Sub004,sim6Sub005,sim6Sub006,sim6Sub007,sim6Sub008,sim6Sub009,sim6Sub010,sim6Sub011,sim6Sub012,sim6Sub013,sim6Sub014,sim6Sub015,sim6Sub016,sim6Sub017,sim6Sub018,sim6Sub019,sim6Sub020,sim6Sub021,sim6Sub022,sim6Sub023,sim6Sub024,sim6Sub025,sim6Sub026,sim6Sub027,sim6Sub028,sim6Sub029,sim6Sub030,sim6Sub031,sim6Sub032,sim6Sub033,sim6Sub034,sim6Sub035,sim6Sub036,sim6Sub037,sim6Sub038,sim6Sub039,sim6Sub040,sim6Sub041,sim6Sub042,sim6Sub043,sim6Sub044,sim6Sub045,sim6Sub046,sim6Sub047,sim6Sub048,sim6Sub049,sim6Sub050
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+2,AS,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.92
+3,BCohF,0.98,1,0.96,0.98,0.96,1,0.98,0.96,1,1,0.94,0.96,0.96,0.98,1,0.98,0.96,0.96,0.96,0.98,1,0.98,0.96,0.98,0.98,0.94,1,0.98,0.94,0.98,0.94,0.96,1,0.98,0.98,0.98,0.98,0.96,0.96,0.96,0.98,0.98,0.96,0.94,0.94,0.98,0.98,0.94,0.96,1
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.9,0.9,0.9,0.91,0.91,0.91,0.9,0.92,0.91,0.92,0.9,0.9,0.9,0.9,0.9,0.91,0.9,0.9,0.91,0.9,0.9,0.9,0.9,0.91,0.91,0.9,0.9,0.9,0.9,0.92,0.91,0.91,0.91,0.9,0.9,0.9,0.9,0.9,0.9,0.91,0.9,0.9,0.91,0.9,0.91,0.9,0.9,0.9,0.9,0.91
+6,BCorrU,0.98,0.96,0.96,0.98,0.96,0.96,0.96,0.94,0.96,0.98,0.9,0.92,0.96,0.94,0.98,0.96,0.96,0.94,1,0.96,1,1,0.96,0.94,1,0.94,0.98,0.98,0.9,0.96,0.96,1,0.98,0.98,0.98,0.94,0.98,0.94,0.94,0.98,0.96,0.98,0.94,0.94,0.94,0.96,0.98,0.96,0.96,0.96
+7,BH2D,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89
+8,BH2U,0.84,0.82,0.82,0.8,0.78,0.82,0.78,0.88,0.82,0.78,0.78,0.78,0.8,0.8,0.78,0.78,0.8,0.82,0.78,0.78,0.8,0.78,0.8,0.78,0.82,0.84,0.84,0.86,0.78,0.8,0.8,0.88,0.78,0.82,0.82,0.8,0.78,0.78,0.78,0.86,0.78,0.78,0.9,0.78,0.78,0.82,0.78,0.8,0.78,0.78
+9,BMITD1,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.9,0.89
+10,BMITD2,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.9,0.89
+11,BMITU,0.78,0.8,0.8,0.78,0.78,0.8,0.78,0.8,0.78,0.78,0.78,0.8,0.8,0.78,0.78,0.78,0.8,0.78,0.78,0.8,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.78,0.8,0.78,0.78,0.8,0.78,0.78,0.8,0.78,0.78,0.8,0.78,0.8,0.78,0.78,0.8,0.78,0.78,0.78,0.8,0.78,0.78,0.78
+12,BTED,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.91,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.9,0.91,0.89,0.89,0.89,0.89,0.89
+13,BTEU,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.9
+14,COH1,0.88,0.88,0.92,0.92,0.88,0.9,0.86,0.86,0.9,0.86,0.88,0.86,0.88,0.88,0.88,0.92,0.86,0.94,0.88,0.88,0.8,0.86,0.84,0.86,0.82,0.88,0.84,0.88,0.88,0.9,0.9,0.9,0.9,0.86,0.84,0.88,0.9,0.9,0.92,0.88,0.84,0.86,0.88,0.84,0.92,0.86,0.86,0.9,0.9,0.86
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+16,DC1,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89,0.89
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diff --git a/1_individual_methods_analysis/sim6/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim6/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..20ea4a4
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim6/Combined_data_37.csv b/1_individual_methods_analysis/sim6/Combined_data_37.csv
new file mode 100644
index 0000000..3bb96ba
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim6/Combined_data_73.csv b/1_individual_methods_analysis/sim6/Combined_data_73.csv
new file mode 100644
index 0000000..3bb96ba
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_73.csv
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diff --git a/1_individual_methods_analysis/sim6/Combined_data_equal.csv b/1_individual_methods_analysis/sim6/Combined_data_equal.csv
new file mode 100644
index 0000000..508f914
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim6/Combined_data_median_37.csv b/1_individual_methods_analysis/sim6/Combined_data_median_37.csv
new file mode 100644
index 0000000..a5ab178
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.794220633299285
+2,AS,0.794503064351379
+3,BCohF,0.982153846153846
+4,BCohW,0
+5,BCorrD,0.909468845760981
+6,BCorrU,0.96693006993007
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+9,BMITD1,0.79994228804903
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+12,BTED,0.812429519918284
+13,BTEU,0.827598059244127
+14,COH1,0.877188811188811
+15,COH2,0.869832167832168
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+41,Tigress,0.974709908069459
diff --git a/1_individual_methods_analysis/sim6/Combined_data_median_73.csv b/1_individual_methods_analysis/sim6/Combined_data_median_73.csv
new file mode 100644
index 0000000..a5ab178
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.794220633299285
+2,AS,0.794503064351379
+3,BCohF,0.982153846153846
+4,BCohW,0
+5,BCorrD,0.909468845760981
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diff --git a/1_individual_methods_analysis/sim6/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim6/Combined_data_median_equal.csv
new file mode 100644
index 0000000..7cb6647
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.730367722165475
+2,AS,0.728835546475996
+3,BCohF,0.983589743589743
+4,BCohW,0
+5,BCorrD,0.914759959141982
+6,BCorrU,0.971550116550116
+7,BH2D,0.735038304392237
+8,BH2U,0.766841491841492
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+11,BMITU,0.681375291375292
+12,BTED,0.76011746680286
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+14,COH1,0.875897435897436
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diff --git a/1_individual_methods_analysis/sim6/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim6/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..715ccb6
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.89
+2,AS,0.89
+3,BCohF,0.98
+4,BCohW,0
+5,BCorrD,0.9
+6,BCorrU,0.96
+7,BH2D,0.89
+8,BH2U,0.8
+9,BMITD1,0.89
+10,BMITD2,0.89
+11,BMITU,0.78
+12,BTED,0.89
+13,BTEU,0.9
+14,COH1,0.88
+15,COH2,0.86
+16,DC1,0.89
+17,dDTF,0.9
+18,DTF,0.89
+19,ffDTF,0.89
+20,Genie,0.9
+21,GGC,0.89
+22,GPDC,0.89
+23,hmvar,0.89
+24,MVAR,0.89
+25,oPDCF,0.89
+26,pCOH1,0.86
+27,pCOH2,0.86
+28,PCohF,0.98
+29,PCohW,0
+30,PCorrD,0.91
+31,PCorrU,0.78
+32,PDC,0.89
+33,PH2D,0.89
+34,PH2U,0.78
+35,PMITD1,0.89
+36,PMITD2,0.89
+37,PMITU,0.78
+38,PTED,0.89
+39,PTEU,0.89
+40,Smvar,0.8
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim6/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim6/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..bfa3256
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.5658835546476
+2,AS,0.563074565883555
+3,BCohF,0.993006993006993
+4,BCohW,0
+5,BCorrD,0.926966292134831
+6,BCorrU,0.983100233100233
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+11,BMITU,0.581002331002331
+12,BTED,0.627681307456588
+13,BTEU,0.674923391215525
+14,COH1,0.871794871794872
+15,COH2,0.867715617715618
+16,DC1,0.572267620020429
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+21,GGC,0.506894790602656
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+23,hmvar,0.568437180796731
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+27,pCOH2,0.841491841491842
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+32,PDC,0.530132788559755
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+35,PMITD1,0.619509703779367
+36,PMITD2,0.601634320735444
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+39,PTEU,0.649642492339122
+40,Smvar,0.625874125874126
+41,Tigress,0.984933605720123
diff --git a/1_individual_methods_analysis/sim6/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim6/Combined_data_sums_37.csv
new file mode 100644
index 0000000..3827159
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.8676475995914
+2,AS,39.6992614913177
+3,BCohF,48.8234965034965
+4,BCohW,0
+5,BCorrD,45.5073677221655
+6,BCorrU,48.349006993007
+7,BH2D,39.8462359550562
+8,BH2U,39.3193846153846
+9,BMITD1,39.9946261491318
+10,BMITD2,39.9827895812053
+11,BMITU,36.2617482517483
+12,BTED,40.4997068437181
+13,BTEU,41.3582604698672
+14,COH1,43.8964195804196
+15,COH2,43.3977762237762
+16,DC1,39.7433789581205
+17,dDTF,42.2949070480082
+18,DTF,39.672075587334
+19,ffDTF,39.6854627170582
+20,Genie,45.5084698672114
+21,GGC,38.5393861082737
+22,GPDC,39.4790970377937
+23,hmvar,39.5930153217569
+24,MVAR,39.7213248212462
+25,oPDCF,39.469684371808
+26,pCOH1,42.6262237762238
+27,pCOH2,42.6258741258741
+28,PCohF,49.2948671328671
+29,PCohW,0
+30,PCorrD,45.6413258426966
+31,PCorrU,36.1918601398601
+32,PDC,39.4886833503575
+33,PH2D,39.9612247191011
+34,PH2U,36.2086433566433
+35,PMITD1,40.4777783452503
+36,PMITD2,40.3057058222676
+37,PMITU,36.7554405594406
+38,PTED,40.5041981613892
+39,PTEU,40.8897987742594
+40,Smvar,37.3067342657343
+41,Tigress,48.7511327885598
diff --git a/1_individual_methods_analysis/sim6/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim6/Combined_data_sums_73.csv
new file mode 100644
index 0000000..3827159
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,39.8676475995914
+2,AS,39.6992614913177
+3,BCohF,48.8234965034965
+4,BCohW,0
+5,BCorrD,45.5073677221655
+6,BCorrU,48.349006993007
+7,BH2D,39.8462359550562
+8,BH2U,39.3193846153846
+9,BMITD1,39.9946261491318
+10,BMITD2,39.9827895812053
+11,BMITU,36.2617482517483
+12,BTED,40.4997068437181
+13,BTEU,41.3582604698672
+14,COH1,43.8964195804196
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+16,DC1,39.7433789581205
+17,dDTF,42.2949070480082
+18,DTF,39.672075587334
+19,ffDTF,39.6854627170582
+20,Genie,45.5084698672114
+21,GGC,38.5393861082737
+22,GPDC,39.4790970377937
+23,hmvar,39.5930153217569
+24,MVAR,39.7213248212462
+25,oPDCF,39.469684371808
+26,pCOH1,42.6262237762238
+27,pCOH2,42.6258741258741
+28,PCohF,49.2948671328671
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+30,PCorrD,45.6413258426966
+31,PCorrU,36.1918601398601
+32,PDC,39.4886833503575
+33,PH2D,39.9612247191011
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+35,PMITD1,40.4777783452503
+36,PMITD2,40.3057058222676
+37,PMITU,36.7554405594406
+38,PTED,40.5041981613892
+39,PTEU,40.8897987742594
+40,Smvar,37.3067342657343
+41,Tigress,48.7511327885598
diff --git a/1_individual_methods_analysis/sim6/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim6/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..9e0b8a7
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.7194126659857
+2,AS,36.4387691521961
+3,BCohF,48.9724941724942
+4,BCohW,0
+5,BCorrD,45.7056128702758
+6,BCorrU,48.528344988345
+7,BH2D,36.710393258427
+8,BH2U,38.7189743589744
+9,BMITD1,36.9043769152196
+10,BMITD2,36.8579826353422
+11,BMITU,34.2362470862471
+12,BTED,37.6928447395301
+13,BTEU,39.0704341164453
+14,COH1,43.907365967366
+15,COH2,43.449627039627
+16,DC1,36.5322982635342
+17,dDTF,40.5715117466803
+18,DTF,36.4267926455567
+19,ffDTF,36.435771195097
+20,Genie,45.7541164453524
+21,GGC,34.5456435137896
+22,GPDC,36.0518283963228
+23,hmvar,36.2950255362615
+24,MVAR,36.4755413687436
+25,oPDCF,36.0694739530133
+26,pCOH1,42.3770396270396
+27,pCOH2,42.3764568764569
+28,PCohF,49.3847785547786
+29,PCohW,0
+30,PCorrD,45.8288764044944
+31,PCorrU,34.0797668997669
+32,PDC,36.1011389172625
+33,PH2D,36.8487078651685
+34,PH2U,34.1077389277389
+35,PMITD1,37.6962972420838
+36,PMITD2,37.4295097037794
+37,PMITU,34.9057342657343
+38,PTED,37.7069969356486
+39,PTEU,38.3429979570991
+40,Smvar,35.5912237762238
+41,Tigress,48.8985546475996
diff --git a/1_individual_methods_analysis/sim6/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim6/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..c040fbc
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,44.59
+2,AS,44.59
+3,BCohF,48.6
+4,BCohW,0
+5,BCorrD,45.21
+6,BCorrU,48.08
+7,BH2D,44.55
+8,BH2U,40.22
+9,BMITD1,44.63
+10,BMITD2,44.67
+11,BMITU,39.3
+12,BTED,44.71
+13,BTEU,44.79
+14,COH1,43.88
+15,COH2,43.32
+16,DC1,44.56
+17,dDTF,44.88
+18,DTF,44.54
+19,ffDTF,44.56
+20,Genie,45.14
+21,GGC,44.53
+22,GPDC,44.62
+23,hmvar,44.54
+24,MVAR,44.59
+25,oPDCF,44.57
+26,pCOH1,43
+27,pCOH2,43
+28,PCohF,49.16
+29,PCohW,0
+30,PCorrD,45.36
+31,PCorrU,39.36
+32,PDC,44.57
+33,PH2D,44.63
+34,PH2U,39.36
+35,PMITD1,44.65
+36,PMITD2,44.62
+37,PMITU,39.53
+38,PTED,44.7
+39,PTEU,44.71
+40,Smvar,39.88
+41,Tigress,48.53
diff --git a/1_individual_methods_analysis/sim6/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim6/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..7a10c46
--- /dev/null
+++ b/1_individual_methods_analysis/sim6/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,28.8488253319714
+2,AS,28.2875383043922
+3,BCohF,49.3449883449883
+4,BCohW,0
+5,BCorrD,46.2012257405516
+6,BCorrU,48.97668997669
+7,BH2D,28.8707865168539
+8,BH2U,37.2179487179487
+9,BMITD1,29.1787538304392
+10,BMITD2,29.0459652706844
+11,BMITU,29.1724941724942
+12,BTED,30.6756894790603
+13,BTEU,33.3508682328907
+14,COH1,43.9347319347319
+15,COH2,43.5792540792541
+16,DC1,28.5045965270684
+17,dDTF,36.2630234933606
+18,DTF,28.3135852911134
+19,ffDTF,28.3115423901941
+20,Genie,46.3682328907048
+21,GGC,24.5612870275792
+22,GPDC,27.4836567926456
+23,hmvar,28.050051072523
+24,MVAR,28.3610827374872
+25,oPDCF,27.5689479060266
+26,pCOH1,41.7540792540793
+27,pCOH2,41.7529137529138
+28,PCohF,49.6095571095571
+29,PCohW,0
+30,PCorrD,46.2977528089888
+31,PCorrU,28.7995337995338
+32,PDC,27.632277834525
+33,PH2D,29.0674157303371
+34,PH2U,28.8554778554779
+35,PMITD1,30.7425944841675
+36,PMITD2,30.2390194075587
+37,PMITU,30.2814685314685
+38,PTED,30.7139938712972
+39,PTEU,31.9759959141982
+40,Smvar,31.3024475524476
+41,Tigress,49.2671092951992
diff --git a/1_individual_methods_analysis/sim7/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim7/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..9604129
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim7Sub001,sim7Sub002,sim7Sub003,sim7Sub004,sim7Sub005,sim7Sub006,sim7Sub007,sim7Sub008,sim7Sub009,sim7Sub010,sim7Sub011,sim7Sub012,sim7Sub013,sim7Sub014,sim7Sub015,sim7Sub016,sim7Sub017,sim7Sub018,sim7Sub019,sim7Sub020,sim7Sub021,sim7Sub022,sim7Sub023,sim7Sub024,sim7Sub025,sim7Sub026,sim7Sub027,sim7Sub028,sim7Sub029,sim7Sub030,sim7Sub031,sim7Sub032,sim7Sub033,sim7Sub034,sim7Sub035,sim7Sub036,sim7Sub037,sim7Sub038,sim7Sub039,sim7Sub040,sim7Sub041,sim7Sub042,sim7Sub043,sim7Sub044,sim7Sub045,sim7Sub046,sim7Sub047,sim7Sub048,sim7Sub049,sim7Sub050
+1,Af,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84
+2,AS,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.88,0.84,0.88,0.8,0.8,0.84,0.8,0.84
+3,BCohF,1,1,1,1,0.92,1,1,1,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.8,0.8,0.84,0.84,0.84,0.88
+6,BCorrU,1,1,1,0.92,0.92,1,0.92,1,1,0.92,0.92,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1,1,0.92,1,1,0.92,1,1,1,0.92,1,1,1,1,1,0.92,1,1
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+8,BH2U,1,0.92,0.76,0.84,0.68,0.84,0.92,0.84,0.76,1,0.92,0.84,0.92,0.92,0.76,0.92,0.84,0.84,0.76,0.84,0.68,0.84,0.76,0.76,0.76,0.84,0.92,0.84,0.84,0.84,0.84,0.84,0.68,0.68,0.84,0.76,1,0.84,0.84,0.84,0.92,0.92,0.84,0.84,0.68,0.76,0.76,0.84,0.84,0.84
+9,BMITD1,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8
+10,BMITD2,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8
+11,BMITU,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.68,0.76,0.68,0.76,0.68,0.68,0.68,0.76,0.76,0.68,0.68,0.6,0.76,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.6,0.68,0.68,0.68,0.6,0.68,0.68,0.76,0.76,0.76,0.68,0.68,0.68,0.68,0.68,0.68,0.76,0.68,0.68,0.68,0.76,0.6
+12,BTED,0.8,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.88,0.8,0.84,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.92
+13,BTEU,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+14,COH1,0.92,1,1,0.92,0.92,0.92,1,1,1,1,0.92,1,1,1,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,0.92,1,1,1,1,0.92,1,1,1,1,1,1,1,1,1,1
+15,COH2,0.84,1,0.92,0.92,0.84,0.84,0.92,0.92,0.92,0.92,0.92,0.84,1,1,0.92,1,1,1,0.92,0.92,0.92,1,0.92,1,0.92,0.84,1,0.92,0.92,1,0.92,1,0.92,0.84,0.92,0.84,0.76,1,1,0.92,0.92,1,0.84,1,0.92,0.92,1,0.92,1,0.92
+16,DC1,0.8,0.8,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.88,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.88,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84
+17,dDTF,0.84,0.84,0.88,0.8,0.84,0.84,0.8,0.8,0.88,0.88,0.84,0.84,0.8,0.88,0.92,0.92,0.88,0.88,0.84,0.88,0.84,0.84,0.8,0.88,0.84,0.8,0.88,0.84,0.88,0.8,0.84,0.84,0.84,0.8,0.84,0.88,0.84,0.8,0.8,0.88,0.84,0.8,0.88,0.88,0.88,0.84,0.84,0.84,0.8,0.88
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+22,GPDC,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.88,0.84,0.8,0.88,0.88,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84
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+30,PCorrD,0.88,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.88,0.84,0.84,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84
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diff --git a/1_individual_methods_analysis/sim7/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim7/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..ba4ae75
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim7/Combined_data_37.csv b/1_individual_methods_analysis/sim7/Combined_data_37.csv
new file mode 100644
index 0000000..2f6a9b1
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim7/Combined_data_73.csv b/1_individual_methods_analysis/sim7/Combined_data_73.csv
new file mode 100644
index 0000000..2f6a9b1
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_73.csv
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diff --git a/1_individual_methods_analysis/sim7/Combined_data_equal.csv b/1_individual_methods_analysis/sim7/Combined_data_equal.csv
new file mode 100644
index 0000000..c7c2008
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim7/Combined_data_median_37.csv b/1_individual_methods_analysis/sim7/Combined_data_median_37.csv
new file mode 100644
index 0000000..728426c
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75725
+2,AS,0.769
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.84825
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+7,BH2D,0.76375
+8,BH2U,0.852
+9,BMITD1,0.7565
+10,BMITD2,0.76175
+11,BMITU,0.694
+12,BTED,0.76475
+13,BTEU,0.81375
+14,COH1,1
+15,COH2,0.94
+16,DC1,0.76025
+17,dDTF,0.831
+18,DTF,0.752
+19,ffDTF,0.7475
+20,Genie,0.8445
+21,GGC,0.734
+22,GPDC,0.76175
+23,hmvar,0.76075
+24,MVAR,0.76025
+25,oPDCF,0.755
+26,pCOH1,1
+27,pCOH2,1
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.76
+32,PDC,0.758
+33,PH2D,0.7565
+34,PH2U,0.744
+35,PMITD1,0.7685
+36,PMITD2,0.76925
+37,PMITU,0.691
+38,PTED,0.7795
+39,PTEU,0.816
+40,Smvar,0.848
+41,Tigress,0.966
diff --git a/1_individual_methods_analysis/sim7/Combined_data_median_73.csv b/1_individual_methods_analysis/sim7/Combined_data_median_73.csv
new file mode 100644
index 0000000..728426c
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.75725
+2,AS,0.769
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.84825
+6,BCorrU,1
+7,BH2D,0.76375
+8,BH2U,0.852
+9,BMITD1,0.7565
+10,BMITD2,0.76175
+11,BMITU,0.694
+12,BTED,0.76475
+13,BTEU,0.81375
+14,COH1,1
+15,COH2,0.94
+16,DC1,0.76025
+17,dDTF,0.831
+18,DTF,0.752
+19,ffDTF,0.7475
+20,Genie,0.8445
+21,GGC,0.734
+22,GPDC,0.76175
+23,hmvar,0.76075
+24,MVAR,0.76025
+25,oPDCF,0.755
+26,pCOH1,1
+27,pCOH2,1
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.849
+31,PCorrU,0.76
+32,PDC,0.758
+33,PH2D,0.7565
+34,PH2U,0.744
+35,PMITD1,0.7685
+36,PMITD2,0.76925
+37,PMITU,0.691
+38,PTED,0.7795
+39,PTEU,0.816
+40,Smvar,0.848
+41,Tigress,0.966
diff --git a/1_individual_methods_analysis/sim7/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim7/Combined_data_median_equal.csv
new file mode 100644
index 0000000..ccb8a85
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.725
+2,AS,0.735
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.85375
+6,BCorrU,1
+7,BH2D,0.73625
+8,BH2U,0.86
+9,BMITD1,0.7275
+10,BMITD2,0.72625
+11,BMITU,0.696666666666667
+12,BTED,0.7325
+13,BTEU,0.79625
+14,COH1,1
+15,COH2,0.953333333333334
+16,DC1,0.73125
+17,dDTF,0.825
+18,DTF,0.71875
+19,ffDTF,0.7125
+20,Genie,0.8475
+21,GGC,0.69
+22,GPDC,0.735
+23,hmvar,0.72375
+24,MVAR,0.73
+25,oPDCF,0.725
+26,pCOH1,1
+27,pCOH2,1
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.855
+31,PCorrU,0.76
+32,PDC,0.7275
+33,PH2D,0.7275
+34,PH2U,0.733333333333334
+35,PMITD1,0.74375
+36,PMITD2,0.74125
+37,PMITU,0.698333333333333
+38,PTED,0.74625
+39,PTEU,0.8
+40,Smvar,0.853333333333333
+41,Tigress,0.97
diff --git a/1_individual_methods_analysis/sim7/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim7/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..00cddfd
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,1
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,1
+15,COH2,0.92
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,1
+27,pCOH2,1
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.84
+41,Tigress,0.96
diff --git a/1_individual_methods_analysis/sim7/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim7/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..928a31c
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6425
+2,AS,0.6675
+3,BCohF,1
+4,BCohW,0
+5,BCorrD,0.8675
+6,BCorrU,1
+7,BH2D,0.6675
+8,BH2U,0.866666666666667
+9,BMITD1,0.6425
+10,BMITD2,0.6475
+11,BMITU,0.706666666666667
+12,BTED,0.645
+13,BTEU,0.7525
+14,COH1,1
+15,COH2,0.986666666666667
+16,DC1,0.6525
+17,dDTF,0.81
+18,DTF,0.63
+19,ffDTF,0.62
+20,Genie,0.8575
+21,GGC,0.58
+22,GPDC,0.645
+23,hmvar,0.6325
+24,MVAR,0.66
+25,oPDCF,0.645
+26,pCOH1,1
+27,pCOH2,1
+28,PCohF,1
+29,PCohW,0
+30,PCorrD,0.87
+31,PCorrU,0.76
+32,PDC,0.655
+33,PH2D,0.6475
+34,PH2U,0.713333333333333
+35,PMITD1,0.6775
+36,PMITD2,0.6625
+37,PMITU,0.7
+38,PTED,0.68
+39,PTEU,0.76
+40,Smvar,0.866666666666667
+41,Tigress,0.98
diff --git a/1_individual_methods_analysis/sim7/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim7/Combined_data_sums_37.csv
new file mode 100644
index 0000000..93a2292
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.0065
+2,AS,38.5665
+3,BCohF,49.668
+4,BCohW,0
+5,BCorrD,42.5145
+6,BCorrU,49.288
+7,BH2D,38.3535
+8,BH2U,41.808
+9,BMITD1,38.049
+10,BMITD2,38.28
+11,BMITU,34.848
+12,BTED,38.6315
+13,BTEU,40.5065
+14,COH1,49.388
+15,COH2,47.06
+16,DC1,38.291
+17,dDTF,41.756
+18,DTF,38.154
+19,ffDTF,38.025
+20,Genie,41.9245
+21,GGC,36.9265
+22,GPDC,38.2335
+23,hmvar,38.026
+24,MVAR,38.237
+25,oPDCF,37.793
+26,pCOH1,48.832
+27,pCOH2,48.832
+28,PCohF,50
+29,PCohW,0
+30,PCorrD,42.483
+31,PCorrU,38.664
+32,PDC,37.9495
+33,PH2D,38.126
+34,PH2U,36.288
+35,PMITD1,38.93
+36,PMITD2,38.965
+37,PMITU,35.78
+38,PTED,39.0575
+39,PTEU,40.5705
+40,Smvar,42.652
+41,Tigress,48.484
diff --git a/1_individual_methods_analysis/sim7/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim7/Combined_data_sums_73.csv
new file mode 100644
index 0000000..93a2292
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,38.0065
+2,AS,38.5665
+3,BCohF,49.668
+4,BCohW,0
+5,BCorrD,42.5145
+6,BCorrU,49.288
+7,BH2D,38.3535
+8,BH2U,41.808
+9,BMITD1,38.049
+10,BMITD2,38.28
+11,BMITU,34.848
+12,BTED,38.6315
+13,BTEU,40.5065
+14,COH1,49.388
+15,COH2,47.06
+16,DC1,38.291
+17,dDTF,41.756
+18,DTF,38.154
+19,ffDTF,38.025
+20,Genie,41.9245
+21,GGC,36.9265
+22,GPDC,38.2335
+23,hmvar,38.026
+24,MVAR,38.237
+25,oPDCF,37.793
+26,pCOH1,48.832
+27,pCOH2,48.832
+28,PCohF,50
+29,PCohW,0
+30,PCorrD,42.483
+31,PCorrU,38.664
+32,PDC,37.9495
+33,PH2D,38.126
+34,PH2U,36.288
+35,PMITD1,38.93
+36,PMITD2,38.965
+37,PMITU,35.78
+38,PTED,39.0575
+39,PTEU,40.5705
+40,Smvar,42.652
+41,Tigress,48.484
diff --git a/1_individual_methods_analysis/sim7/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim7/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..683d6bc
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,36.1975
+2,AS,36.8375
+3,BCohF,49.7133333333333
+4,BCohW,0
+5,BCorrD,42.7775
+6,BCorrU,49.4
+7,BH2D,36.7225
+8,BH2U,41.9466666666667
+9,BMITD1,36.535
+10,BMITD2,36.76
+11,BMITU,34.9333333333333
+12,BTED,37.0525
+13,BTEU,39.6975
+14,COH1,49.46
+15,COH2,47.3933333333333
+16,DC1,36.565
+17,dDTF,41.38
+18,DTF,36.39
+19,ffDTF,36.175
+20,Genie,42.1675
+21,GGC,34.6375
+22,GPDC,36.4425
+23,hmvar,36.15
+24,MVAR,36.475
+25,oPDCF,35.975
+26,pCOH1,49.0133333333333
+27,pCOH2,49.0133333333333
+28,PCohF,50
+29,PCohW,0
+30,PCorrD,42.805
+31,PCorrU,38.52
+32,PDC,36.1025
+33,PH2D,36.53
+34,PH2U,36
+35,PMITD1,37.63
+36,PMITD2,37.555
+37,PMITU,35.6066666666667
+38,PTED,37.6825
+39,PTEU,39.8575
+40,Smvar,42.9266666666667
+41,Tigress,48.62
diff --git a/1_individual_methods_analysis/sim7/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim7/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..296f4a4
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.72
+2,AS,41.16
+3,BCohF,49.6
+4,BCohW,0
+5,BCorrD,42.12
+6,BCorrU,49.12
+7,BH2D,40.8
+8,BH2U,41.6
+9,BMITD1,40.32
+10,BMITD2,40.56
+11,BMITU,34.72
+12,BTED,41
+13,BTEU,41.72
+14,COH1,49.28
+15,COH2,46.56
+16,DC1,40.88
+17,dDTF,42.32
+18,DTF,40.8
+19,ffDTF,40.8
+20,Genie,41.56
+21,GGC,40.36
+22,GPDC,40.92
+23,hmvar,40.84
+24,MVAR,40.88
+25,oPDCF,40.52
+26,pCOH1,48.56
+27,pCOH2,48.56
+28,PCohF,50
+29,PCohW,0
+30,PCorrD,42
+31,PCorrU,38.88
+32,PDC,40.72
+33,PH2D,40.52
+34,PH2U,36.72
+35,PMITD1,40.88
+36,PMITD2,41.08
+37,PMITU,36.04
+38,PTED,41.12
+39,PTEU,41.64
+40,Smvar,42.24
+41,Tigress,48.28
diff --git a/1_individual_methods_analysis/sim7/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim7/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..04a52b8
--- /dev/null
+++ b/1_individual_methods_analysis/sim7/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,31.675
+2,AS,32.515
+3,BCohF,49.8266666666667
+4,BCohW,0
+5,BCorrD,43.435
+6,BCorrU,49.68
+7,BH2D,32.645
+8,BH2U,42.2933333333333
+9,BMITD1,32.75
+10,BMITD2,32.96
+11,BMITU,35.1466666666667
+12,BTED,33.105
+13,BTEU,37.675
+14,COH1,49.64
+15,COH2,48.2266666666667
+16,DC1,32.25
+17,dDTF,40.44
+18,DTF,31.98
+19,ffDTF,31.55
+20,Genie,42.775
+21,GGC,28.915
+22,GPDC,31.965
+23,hmvar,31.46
+24,MVAR,32.07
+25,oPDCF,31.43
+26,pCOH1,49.4666666666667
+27,pCOH2,49.4666666666667
+28,PCohF,50
+29,PCohW,0
+30,PCorrD,43.61
+31,PCorrU,38.16
+32,PDC,31.485
+33,PH2D,32.54
+34,PH2U,35.28
+35,PMITD1,34.38
+36,PMITD2,34.03
+37,PMITU,35.1733333333333
+38,PTED,34.245
+39,PTEU,38.075
+40,Smvar,43.6133333333333
+41,Tigress,48.96
diff --git a/1_individual_methods_analysis/sim8/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim8/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..feea1c6
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim8Sub001,sim8Sub002,sim8Sub003,sim8Sub004,sim8Sub005,sim8Sub006,sim8Sub007,sim8Sub008,sim8Sub009,sim8Sub010,sim8Sub011,sim8Sub012,sim8Sub013,sim8Sub014,sim8Sub015,sim8Sub016,sim8Sub017,sim8Sub018,sim8Sub019,sim8Sub020,sim8Sub021,sim8Sub022,sim8Sub023,sim8Sub024,sim8Sub025,sim8Sub026,sim8Sub027,sim8Sub028,sim8Sub029,sim8Sub030,sim8Sub031,sim8Sub032,sim8Sub033,sim8Sub034,sim8Sub035,sim8Sub036,sim8Sub037,sim8Sub038,sim8Sub039,sim8Sub040,sim8Sub041,sim8Sub042,sim8Sub043,sim8Sub044,sim8Sub045,sim8Sub046,sim8Sub047,sim8Sub048,sim8Sub049,sim8Sub050
+1,Af,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8
+2,AS,0.8,0.8,0.8,0.88,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.8,0.8,0.88,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8
+3,BCohF,0.76,0.92,0.92,0.92,0.84,0.84,0.92,0.76,0.84,0.92,1,0.84,0.84,0.92,0.92,0.76,0.84,0.84,0.92,0.84,0.76,0.84,0.92,1,0.84,0.76,0.84,1,0.92,0.84,0.84,0.92,0.92,0.76,0.92,0.92,0.84,1,0.76,0.92,0.68,0.92,0.84,0.76,0.92,0.84,0.76,0.84,0.92,0.84
+4,BCohW,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5,BCorrD,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84
+6,BCorrU,0.84,0.92,0.84,0.92,0.84,0.84,0.92,0.76,0.76,0.92,0.92,0.84,0.84,0.92,0.92,0.68,0.84,0.84,0.84,0.84,0.68,0.84,0.84,0.92,0.76,0.76,0.84,0.92,1,0.84,0.84,0.76,0.84,0.76,0.92,0.92,0.84,1,0.84,0.92,0.68,0.84,0.76,0.76,0.92,0.84,0.76,1,1,0.84
+7,BH2D,0.8,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.88,0.8,0.84,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.88,0.84,0.8,0.88,0.8,0.88,0.8,0.8,0.8,0.84
+8,BH2U,0.76,0.76,0.68,0.84,0.92,0.76,0.84,0.76,0.76,0.76,0.92,0.84,0.84,0.76,0.76,0.76,0.76,0.92,0.84,0.76,0.84,0.84,0.76,0.92,0.76,0.68,0.76,0.92,0.76,0.84,0.84,0.84,0.84,0.76,0.68,0.84,0.76,0.84,0.84,0.76,0.76,0.84,0.76,0.76,0.84,0.68,0.68,0.6,0.84,0.84
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+10,BMITD2,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.8,0.8
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diff --git a/1_individual_methods_analysis/sim8/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim8/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..015d899
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim8/Combined_data_37.csv b/1_individual_methods_analysis/sim8/Combined_data_37.csv
new file mode 100644
index 0000000..ca38e00
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim8/Combined_data_73.csv b/1_individual_methods_analysis/sim8/Combined_data_73.csv
new file mode 100644
index 0000000..ca38e00
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim8/Combined_data_equal.csv b/1_individual_methods_analysis/sim8/Combined_data_equal.csv
new file mode 100644
index 0000000..5d163c6
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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+41,0.8575,0.9275,0.955,0.97,0.9125,0.93,0.97,0.87,0.8075,0.865,0.96,0.9275,0.945,0.93,0.97,0.7325,0.845,0.9,0.885,0.975,0.86,0.805,0.9625,0.96,0.8925,0.815,0.935,0.97,1,0.905,0.8975,0.895,0.9075,0.81,0.945,0.965,0.9775,0.97,0.865,0.88,0.7725,0.92,0.7675,0.81,0.94,0.9075,0.9,0.945,0.96,0.835
diff --git a/1_individual_methods_analysis/sim8/Combined_data_median_37.csv b/1_individual_methods_analysis/sim8/Combined_data_median_37.csv
new file mode 100644
index 0000000..d294f2a
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74225
+2,AS,0.74
+3,BCohF,0.856
+4,BCohW,0
+5,BCorrD,0.8235
+6,BCorrU,0.85
+7,BH2D,0.7615
+8,BH2U,0.764
+9,BMITD1,0.75425
+10,BMITD2,0.7585
+11,BMITU,0.682
+12,BTED,0.7655
+13,BTEU,0.77275
+14,COH1,0.832
+15,COH2,0.754
+16,DC1,0.746
+17,dDTF,0.7775
+18,DTF,0.743
+19,ffDTF,0.7445
+20,Genie,0.816
+21,GGC,0.72425
+22,GPDC,0.743
+23,hmvar,0.73925
+24,MVAR,0.7385
+25,oPDCF,0.73025
+26,pCOH1,0.816
+27,pCOH2,0.816
+28,PCohF,0.916
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.754
+32,PDC,0.73625
+33,PH2D,0.76025
+34,PH2U,0.752
+35,PMITD1,0.76175
+36,PMITD2,0.7625
+37,PMITU,0.68
+38,PTED,0.7565
+39,PTEU,0.7725
+40,Smvar,0.768
+41,Tigress,0.906
diff --git a/1_individual_methods_analysis/sim8/Combined_data_median_73.csv b/1_individual_methods_analysis/sim8/Combined_data_median_73.csv
new file mode 100644
index 0000000..d294f2a
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74225
+2,AS,0.74
+3,BCohF,0.856
+4,BCohW,0
+5,BCorrD,0.8235
+6,BCorrU,0.85
+7,BH2D,0.7615
+8,BH2U,0.764
+9,BMITD1,0.75425
+10,BMITD2,0.7585
+11,BMITU,0.682
+12,BTED,0.7655
+13,BTEU,0.77275
+14,COH1,0.832
+15,COH2,0.754
+16,DC1,0.746
+17,dDTF,0.7775
+18,DTF,0.743
+19,ffDTF,0.7445
+20,Genie,0.816
+21,GGC,0.72425
+22,GPDC,0.743
+23,hmvar,0.73925
+24,MVAR,0.7385
+25,oPDCF,0.73025
+26,pCOH1,0.816
+27,pCOH2,0.816
+28,PCohF,0.916
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.754
+32,PDC,0.73625
+33,PH2D,0.76025
+34,PH2U,0.752
+35,PMITD1,0.76175
+36,PMITD2,0.7625
+37,PMITU,0.68
+38,PTED,0.7565
+39,PTEU,0.7725
+40,Smvar,0.768
+41,Tigress,0.906
diff --git a/1_individual_methods_analysis/sim8/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim8/Combined_data_median_equal.csv
new file mode 100644
index 0000000..4e7780e
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.70375
+2,AS,0.7
+3,BCohF,0.866666666666666
+4,BCohW,0
+5,BCorrD,0.81625
+6,BCorrU,0.856666666666667
+7,BH2D,0.73375
+8,BH2U,0.766666666666666
+9,BMITD1,0.71875
+10,BMITD2,0.7225
+11,BMITU,0.68
+12,BTED,0.725
+13,BTEU,0.7375
+14,COH1,0.826666666666666
+15,COH2,0.75
+16,DC1,0.71
+17,dDTF,0.755
+18,DTF,0.705
+19,ffDTF,0.7075
+20,Genie,0.8075
+21,GGC,0.67375
+22,GPDC,0.7025
+23,hmvar,0.6975
+24,MVAR,0.6975
+25,oPDCF,0.68375
+26,pCOH1,0.8
+27,pCOH2,0.8
+28,PCohF,0.913333333333333
+29,PCohW,0
+30,PCorrD,0.83875
+31,PCorrU,0.75
+32,PDC,0.69375
+33,PH2D,0.73375
+34,PH2U,0.746666666666666
+35,PMITD1,0.72875
+36,PMITD2,0.7375
+37,PMITU,0.68
+38,PTED,0.72125
+39,PTEU,0.73
+40,Smvar,0.773333333333333
+41,Tigress,0.91
diff --git a/1_individual_methods_analysis/sim8/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim8/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..1511075
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.84
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.84
+7,BH2D,0.8
+8,BH2U,0.76
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.84
+15,COH2,0.76
+16,DC1,0.8
+17,dDTF,0.8
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.84
+27,pCOH2,0.84
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.8
+37,PMITU,0.68
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.76
+41,Tigress,0.9
diff --git a/1_individual_methods_analysis/sim8/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim8/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e54919d
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.6075
+2,AS,0.6
+3,BCohF,0.893333333333333
+4,BCohW,0
+5,BCorrD,0.8025
+6,BCorrU,0.873333333333334
+7,BH2D,0.6525
+8,BH2U,0.766666666666666
+9,BMITD1,0.63
+10,BMITD2,0.63
+11,BMITU,0.666666666666667
+12,BTED,0.6225
+13,BTEU,0.655
+14,COH1,0.82
+15,COH2,0.733333333333333
+16,DC1,0.61
+17,dDTF,0.6975
+18,DTF,0.605
+19,ffDTF,0.61
+20,Genie,0.785
+21,GGC,0.5425
+22,GPDC,0.6
+23,hmvar,0.59
+24,MVAR,0.595
+25,oPDCF,0.56
+26,pCOH1,0.793333333333333
+27,pCOH2,0.793333333333333
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.8375
+31,PCorrU,0.733333333333333
+32,PDC,0.5875
+33,PH2D,0.6625
+34,PH2U,0.733333333333333
+35,PMITD1,0.6525
+36,PMITD2,0.6575
+37,PMITU,0.673333333333334
+38,PTED,0.6375
+39,PTEU,0.655
+40,Smvar,0.786666666666667
+41,Tigress,0.93
diff --git a/1_individual_methods_analysis/sim8/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim8/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4402f7c
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.1025
+2,AS,37.566
+3,BCohF,43.416
+4,BCohW,0
+5,BCorrD,41.0255
+6,BCorrU,42.816
+7,BH2D,38.505
+8,BH2U,39.508
+9,BMITD1,37.814
+10,BMITD2,37.797
+11,BMITU,34.636
+12,BTED,38.3715
+13,BTEU,38.7325
+14,COH1,41.046
+15,COH2,38.484
+16,DC1,37.569
+17,dDTF,38.908
+18,DTF,37.1175
+19,ffDTF,37.261
+20,Genie,40.579
+21,GGC,36.3465
+22,GPDC,37.33
+23,hmvar,37.022
+24,MVAR,37.473
+25,oPDCF,36.8275
+26,pCOH1,40.4
+27,pCOH2,40.4
+28,PCohF,44.688
+29,PCohW,0
+30,PCorrD,41.7315
+31,PCorrU,38.04
+32,PDC,36.8675
+33,PH2D,38.407
+34,PH2U,37.076
+35,PMITD1,38.334
+36,PMITD2,38.213
+37,PMITU,35.102
+38,PTED,38.346
+39,PTEU,38.7255
+40,Smvar,39.286
+41,Tigress,45.05
diff --git a/1_individual_methods_analysis/sim8/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim8/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4402f7c
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.1025
+2,AS,37.566
+3,BCohF,43.416
+4,BCohW,0
+5,BCorrD,41.0255
+6,BCorrU,42.816
+7,BH2D,38.505
+8,BH2U,39.508
+9,BMITD1,37.814
+10,BMITD2,37.797
+11,BMITU,34.636
+12,BTED,38.3715
+13,BTEU,38.7325
+14,COH1,41.046
+15,COH2,38.484
+16,DC1,37.569
+17,dDTF,38.908
+18,DTF,37.1175
+19,ffDTF,37.261
+20,Genie,40.579
+21,GGC,36.3465
+22,GPDC,37.33
+23,hmvar,37.022
+24,MVAR,37.473
+25,oPDCF,36.8275
+26,pCOH1,40.4
+27,pCOH2,40.4
+28,PCohF,44.688
+29,PCohW,0
+30,PCorrD,41.7315
+31,PCorrU,38.04
+32,PDC,36.8675
+33,PH2D,38.407
+34,PH2U,37.076
+35,PMITD1,38.334
+36,PMITD2,38.213
+37,PMITU,35.102
+38,PTED,38.346
+39,PTEU,38.7255
+40,Smvar,39.286
+41,Tigress,45.05
diff --git a/1_individual_methods_analysis/sim8/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim8/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..2c195b8
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,34.9575
+2,AS,35.57
+3,BCohF,43.56
+4,BCohW,0
+5,BCorrD,40.5625
+6,BCorrU,43.04
+7,BH2D,36.895
+8,BH2U,39.3933333333333
+9,BMITD1,36.01
+10,BMITD2,35.955
+11,BMITU,34.26
+12,BTED,36.5925
+13,BTEU,37.0875
+14,COH1,41.05
+15,COH2,38.22
+16,DC1,35.495
+17,dDTF,37.54
+18,DTF,34.9825
+19,ffDTF,35.195
+20,Genie,40.085
+21,GGC,33.7775
+22,GPDC,35.31
+23,hmvar,34.77
+24,MVAR,35.415
+25,oPDCF,34.6325
+26,pCOH1,40.2933333333333
+27,pCOH2,40.2933333333333
+28,PCohF,44.7733333333333
+29,PCohW,0
+30,PCorrD,41.4725
+31,PCorrU,37.8533333333333
+32,PDC,34.6725
+33,PH2D,36.865
+34,PH2U,36.8866666666667
+35,PMITD1,36.61
+36,PMITD2,36.435
+37,PMITU,34.6633333333333
+38,PTED,36.63
+39,PTEU,37.1025
+40,Smvar,39.1833333333333
+41,Tigress,45.11
diff --git a/1_individual_methods_analysis/sim8/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim8/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..e3b4122
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.32
+2,AS,40.56
+3,BCohF,43.2
+4,BCohW,0
+5,BCorrD,41.72
+6,BCorrU,42.48
+7,BH2D,40.92
+8,BH2U,39.68
+9,BMITD1,40.52
+10,BMITD2,40.56
+11,BMITU,35.2
+12,BTED,41.04
+13,BTEU,41.2
+14,COH1,41.04
+15,COH2,38.88
+16,DC1,40.68
+17,dDTF,40.96
+18,DTF,40.32
+19,ffDTF,40.36
+20,Genie,41.32
+21,GGC,40.2
+22,GPDC,40.36
+23,hmvar,40.4
+24,MVAR,40.56
+25,oPDCF,40.12
+26,pCOH1,40.56
+27,pCOH2,40.56
+28,PCohF,44.56
+29,PCohW,0
+30,PCorrD,42.12
+31,PCorrU,38.32
+32,PDC,40.16
+33,PH2D,40.72
+34,PH2U,37.36
+35,PMITD1,40.92
+36,PMITD2,40.88
+37,PMITU,35.76
+38,PTED,40.92
+39,PTEU,41.16
+40,Smvar,39.44
+41,Tigress,44.96
diff --git a/1_individual_methods_analysis/sim8/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim8/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..f552dad
--- /dev/null
+++ b/1_individual_methods_analysis/sim8/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,29.595
+2,AS,30.58
+3,BCohF,43.92
+4,BCohW,0
+5,BCorrD,39.405
+6,BCorrU,43.6
+7,BH2D,32.87
+8,BH2U,39.1066666666667
+9,BMITD1,31.5
+10,BMITD2,31.35
+11,BMITU,33.32
+12,BTED,32.145
+13,BTEU,32.975
+14,COH1,41.06
+15,COH2,37.56
+16,DC1,30.31
+17,dDTF,34.12
+18,DTF,29.645
+19,ffDTF,30.03
+20,Genie,38.85
+21,GGC,27.355
+22,GPDC,30.26
+23,hmvar,29.14
+24,MVAR,30.27
+25,oPDCF,29.145
+26,pCOH1,40.0266666666667
+27,pCOH2,40.0266666666667
+28,PCohF,44.9866666666667
+29,PCohW,0
+30,PCorrD,40.825
+31,PCorrU,37.3866666666667
+32,PDC,29.185
+33,PH2D,33.01
+34,PH2U,36.4133333333333
+35,PMITD1,32.3
+36,PMITD2,31.99
+37,PMITU,33.5666666666667
+38,PTED,32.34
+39,PTEU,33.045
+40,Smvar,38.9266666666667
+41,Tigress,45.26
diff --git a/1_individual_methods_analysis/sim9/Combined_Data_onlyACC.csv b/1_individual_methods_analysis/sim9/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..6b9b1e7
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_Data_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim9Sub001,sim9Sub002,sim9Sub003,sim9Sub004,sim9Sub005,sim9Sub006,sim9Sub007,sim9Sub008,sim9Sub009,sim9Sub010,sim9Sub011,sim9Sub012,sim9Sub013,sim9Sub014,sim9Sub015,sim9Sub016,sim9Sub017,sim9Sub018,sim9Sub019,sim9Sub020,sim9Sub021,sim9Sub022,sim9Sub023,sim9Sub024,sim9Sub025,sim9Sub026,sim9Sub027,sim9Sub028,sim9Sub029,sim9Sub030,sim9Sub031,sim9Sub032,sim9Sub033,sim9Sub034,sim9Sub035,sim9Sub036,sim9Sub037,sim9Sub038,sim9Sub039,sim9Sub040,sim9Sub041,sim9Sub042,sim9Sub043,sim9Sub044,sim9Sub045,sim9Sub046,sim9Sub047,sim9Sub048,sim9Sub049,sim9Sub050
+1,Af,0.8,0.8,0.84,0.8,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.88
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diff --git a/1_individual_methods_analysis/sim9/Combined_Data_onlyAUC.csv b/1_individual_methods_analysis/sim9/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..690e90a
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_Data_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,sim9Sub001,sim9Sub002,sim9Sub003,sim9Sub004,sim9Sub005,sim9Sub006,sim9Sub007,sim9Sub008,sim9Sub009,sim9Sub010,sim9Sub011,sim9Sub012,sim9Sub013,sim9Sub014,sim9Sub015,sim9Sub016,sim9Sub017,sim9Sub018,sim9Sub019,sim9Sub020,sim9Sub021,sim9Sub022,sim9Sub023,sim9Sub024,sim9Sub025,sim9Sub026,sim9Sub027,sim9Sub028,sim9Sub029,sim9Sub030,sim9Sub031,sim9Sub032,sim9Sub033,sim9Sub034,sim9Sub035,sim9Sub036,sim9Sub037,sim9Sub038,sim9Sub039,sim9Sub040,sim9Sub041,sim9Sub042,sim9Sub043,sim9Sub044,sim9Sub045,sim9Sub046,sim9Sub047,sim9Sub048,sim9Sub049,sim9Sub050
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diff --git a/1_individual_methods_analysis/sim9/Combined_data_37.csv b/1_individual_methods_analysis/sim9/Combined_data_37.csv
new file mode 100644
index 0000000..2212b9e
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_37.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim9/Combined_data_73.csv b/1_individual_methods_analysis/sim9/Combined_data_73.csv
new file mode 100644
index 0000000..2212b9e
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_73.csv
@@ -0,0 +1,42 @@
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diff --git a/1_individual_methods_analysis/sim9/Combined_data_equal.csv b/1_individual_methods_analysis/sim9/Combined_data_equal.csv
new file mode 100644
index 0000000..40e0173
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_equal.csv
@@ -0,0 +1,42 @@
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+38,0.78,0.6775,0.82,0.855,0.765,0.7225,0.7725,0.7725,0.6525,0.725,0.7225,0.7225,0.8075,0.8775,0.735,0.72,0.8425,0.655,0.7375,0.815,0.8,0.7375,0.7525,0.74,0.7175,0.64,0.8,0.74,0.7,0.7625,0.7175,0.775,0.84,0.6925,0.75,0.675,0.7475,0.7225,0.7325,0.6825,0.63,0.8275,0.7725,0.735,0.71,0.715,0.6775,0.745,0.76,0.7775
+39,0.7225,0.85,0.83,0.86,0.765,0.77,0.815,0.7075,0.78,0.77,0.7275,0.815,0.8,0.82,0.83,0.745,0.86,0.745,0.77,0.7975,0.82,0.8,0.78,0.83,0.775,0.6925,0.82,0.72,0.785,0.82,0.71,0.83,0.6975,0.6775,0.86,0.7775,0.81,0.82,0.8525,0.7525,0.755,0.8475,0.805,0.82,0.85,0.8375,0.7875,0.7725,0.7725,0.84
+40,0.753333333333334,0.786666666666667,0.8,0.826666666666666,0.893333333333334,0.94,0.813333333333333,0.88,0.7,0.853333333333333,0.786666666666667,0.773333333333333,0.94,0.773333333333333,0.773333333333333,0.706666666666667,0.806666666666666,0.78,0.86,0.866666666666666,0.84,0.933333333333334,0.766666666666666,0.926666666666667,0.773333333333333,0.753333333333334,0.84,0.84,0.833333333333333,0.866666666666666,0.853333333333333,0.78,0.753333333333334,0.68,0.773333333333333,0.76,0.773333333333333,0.84,0.86,0.833333333333333,0.7,0.84,0.786666666666667,0.86,0.786666666666667,0.8,0.946666666666667,0.766666666666666,0.84,0.766666666666666
+41,0.8,0.9325,0.96,0.97,0.935,0.9075,0.96,0.945,0.78,0.905,0.925,0.975,0.9775,0.955,0.93,0.72,0.89,0.8825,0.93,0.9125,0.92,0.9125,0.96,0.9625,0.87,0.96,0.9575,0.96,0.9725,0.965,0.9125,0.935,0.92,0.78,0.895,0.94,0.975,0.97,0.9625,0.8875,0.75,0.8875,0.8825,0.8925,0.945,0.92,0.905,0.9625,0.9625,0.8775
diff --git a/1_individual_methods_analysis/sim9/Combined_data_median_37.csv b/1_individual_methods_analysis/sim9/Combined_data_median_37.csv
new file mode 100644
index 0000000..677d9b5
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_median_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74225
+2,AS,0.75125
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.834
+6,BCorrU,0.92
+7,BH2D,0.749
+8,BH2U,0.842
+9,BMITD1,0.77225
+10,BMITD2,0.77275
+11,BMITU,0.688
+12,BTED,0.76175
+13,BTEU,0.80625
+14,COH1,0.924
+15,COH2,0.86
+16,DC1,0.76475
+17,dDTF,0.81525
+18,DTF,0.746
+19,ffDTF,0.7415
+20,Genie,0.834
+21,GGC,0.72125
+22,GPDC,0.7675
+23,hmvar,0.73975
+24,MVAR,0.75425
+25,oPDCF,0.74225
+26,pCOH1,0.93
+27,pCOH2,0.93
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.8475
+31,PCorrU,0.756
+32,PDC,0.74
+33,PH2D,0.77
+34,PH2U,0.748
+35,PMITD1,0.78025
+36,PMITD2,0.7785
+37,PMITU,0.742
+38,PTED,0.76825
+39,PTEU,0.81525
+40,Smvar,0.802
+41,Tigress,0.926
diff --git a/1_individual_methods_analysis/sim9/Combined_data_median_73.csv b/1_individual_methods_analysis/sim9/Combined_data_median_73.csv
new file mode 100644
index 0000000..677d9b5
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_median_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.74225
+2,AS,0.75125
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.834
+6,BCorrU,0.92
+7,BH2D,0.749
+8,BH2U,0.842
+9,BMITD1,0.77225
+10,BMITD2,0.77275
+11,BMITU,0.688
+12,BTED,0.76175
+13,BTEU,0.80625
+14,COH1,0.924
+15,COH2,0.86
+16,DC1,0.76475
+17,dDTF,0.81525
+18,DTF,0.746
+19,ffDTF,0.7415
+20,Genie,0.834
+21,GGC,0.72125
+22,GPDC,0.7675
+23,hmvar,0.73975
+24,MVAR,0.75425
+25,oPDCF,0.74225
+26,pCOH1,0.93
+27,pCOH2,0.93
+28,PCohF,0.928
+29,PCohW,0
+30,PCorrD,0.8475
+31,PCorrU,0.756
+32,PDC,0.74
+33,PH2D,0.77
+34,PH2U,0.748
+35,PMITD1,0.78025
+36,PMITD2,0.7785
+37,PMITU,0.742
+38,PTED,0.76825
+39,PTEU,0.81525
+40,Smvar,0.802
+41,Tigress,0.926
diff --git a/1_individual_methods_analysis/sim9/Combined_data_median_equal.csv b/1_individual_methods_analysis/sim9/Combined_data_median_equal.csv
new file mode 100644
index 0000000..514dd94
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_median_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.69875
+2,AS,0.71875
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.83
+6,BCorrU,0.92
+7,BH2D,0.71375
+8,BH2U,0.843333333333333
+9,BMITD1,0.74875
+10,BMITD2,0.7425
+11,BMITU,0.693333333333334
+12,BTED,0.73
+13,BTEU,0.7875
+14,COH1,0.926666666666667
+15,COH2,0.873333333333334
+16,DC1,0.73625
+17,dDTF,0.80875
+18,DTF,0.71
+19,ffDTF,0.69875
+20,Genie,0.83
+21,GGC,0.66625
+22,GPDC,0.73375
+23,hmvar,0.695
+24,MVAR,0.7225
+25,oPDCF,0.70375
+26,pCOH1,0.936666666666667
+27,pCOH2,0.936666666666667
+28,PCohF,0.933333333333334
+29,PCohW,0
+30,PCorrD,0.8525
+31,PCorrU,0.753333333333334
+32,PDC,0.7
+33,PH2D,0.745
+34,PH2U,0.74
+35,PMITD1,0.75375
+36,PMITD2,0.7475
+37,PMITU,0.73
+38,PTED,0.73875
+39,PTEU,0.79875
+40,Smvar,0.803333333333333
+41,Tigress,0.93
diff --git a/1_individual_methods_analysis/sim9/Combined_data_median_onlyACC.csv b/1_individual_methods_analysis/sim9/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..f411fc6
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_median_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.8
+2,AS,0.8
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.84
+6,BCorrU,0.92
+7,BH2D,0.8
+8,BH2U,0.84
+9,BMITD1,0.8
+10,BMITD2,0.8
+11,BMITU,0.68
+12,BTED,0.8
+13,BTEU,0.84
+14,COH1,0.92
+15,COH2,0.84
+16,DC1,0.8
+17,dDTF,0.84
+18,DTF,0.8
+19,ffDTF,0.8
+20,Genie,0.84
+21,GGC,0.8
+22,GPDC,0.8
+23,hmvar,0.8
+24,MVAR,0.8
+25,oPDCF,0.8
+26,pCOH1,0.92
+27,pCOH2,0.92
+28,PCohF,0.92
+29,PCohW,0
+30,PCorrD,0.84
+31,PCorrU,0.76
+32,PDC,0.8
+33,PH2D,0.8
+34,PH2U,0.76
+35,PMITD1,0.8
+36,PMITD2,0.84
+37,PMITU,0.76
+38,PTED,0.8
+39,PTEU,0.84
+40,Smvar,0.8
+41,Tigress,0.92
diff --git a/1_individual_methods_analysis/sim9/Combined_data_median_onlyAUC.csv b/1_individual_methods_analysis/sim9/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..5f9c711
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Median_across_patients
+1,Af,0.59
+2,AS,0.63
+3,BCohF,0.92
+4,BCohW,0
+5,BCorrD,0.82
+6,BCorrU,0.92
+7,BH2D,0.6275
+8,BH2U,0.853333333333333
+9,BMITD1,0.6675
+10,BMITD2,0.655
+11,BMITU,0.7
+12,BTED,0.6475
+13,BTEU,0.74
+14,COH1,0.933333333333333
+15,COH2,0.9
+16,DC1,0.6625
+17,dDTF,0.81
+18,DTF,0.6125
+19,ffDTF,0.5925
+20,Genie,0.82
+21,GGC,0.525
+22,GPDC,0.6375
+23,hmvar,0.59
+24,MVAR,0.63
+25,oPDCF,0.5975
+26,pCOH1,0.953333333333333
+27,pCOH2,0.953333333333333
+28,PCohF,0.946666666666667
+29,PCohW,0
+30,PCorrD,0.865
+31,PCorrU,0.74
+32,PDC,0.595
+33,PH2D,0.675
+34,PH2U,0.733333333333334
+35,PMITD1,0.6975
+36,PMITD2,0.69
+37,PMITU,0.72
+38,PTED,0.6725
+39,PTEU,0.76
+40,Smvar,0.813333333333333
+41,Tigress,0.945
diff --git a/1_individual_methods_analysis/sim9/Combined_data_sums_37.csv b/1_individual_methods_analysis/sim9/Combined_data_sums_37.csv
new file mode 100644
index 0000000..a54a04a
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_sums_37.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.474
+2,AS,37.959
+3,BCohF,45.052
+4,BCohW,0
+5,BCorrD,41.214
+6,BCorrU,45.348
+7,BH2D,37.8325
+8,BH2U,42.172
+9,BMITD1,38.684
+10,BMITD2,38.7145
+11,BMITU,34.48
+12,BTED,38.418
+13,BTEU,40.25
+14,COH1,45.072
+15,COH2,43.716
+16,DC1,38.4405
+17,dDTF,40.9725
+18,DTF,37.6665
+19,ffDTF,37.5465
+20,Genie,41.098
+21,GGC,36.1855
+22,GPDC,38.3165
+23,hmvar,37.3345
+24,MVAR,37.808
+25,oPDCF,37.185
+26,pCOH1,45.8
+27,pCOH2,45.8
+28,PCohF,46.636
+29,PCohW,0
+30,PCorrD,41.885
+31,PCorrU,37.78
+32,PDC,37.259
+33,PH2D,38.564
+34,PH2U,37.004
+35,PMITD1,39.4465
+36,PMITD2,39.612
+37,PMITU,37.272
+38,PTED,38.7675
+39,PTEU,40.3545
+40,Smvar,40.508
+41,Tigress,45.733
diff --git a/1_individual_methods_analysis/sim9/Combined_data_sums_73.csv b/1_individual_methods_analysis/sim9/Combined_data_sums_73.csv
new file mode 100644
index 0000000..a54a04a
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_sums_73.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,37.474
+2,AS,37.959
+3,BCohF,45.052
+4,BCohW,0
+5,BCorrD,41.214
+6,BCorrU,45.348
+7,BH2D,37.8325
+8,BH2U,42.172
+9,BMITD1,38.684
+10,BMITD2,38.7145
+11,BMITU,34.48
+12,BTED,38.418
+13,BTEU,40.25
+14,COH1,45.072
+15,COH2,43.716
+16,DC1,38.4405
+17,dDTF,40.9725
+18,DTF,37.6665
+19,ffDTF,37.5465
+20,Genie,41.098
+21,GGC,36.1855
+22,GPDC,38.3165
+23,hmvar,37.3345
+24,MVAR,37.808
+25,oPDCF,37.185
+26,pCOH1,45.8
+27,pCOH2,45.8
+28,PCohF,46.636
+29,PCohW,0
+30,PCorrD,41.885
+31,PCorrU,37.78
+32,PDC,37.259
+33,PH2D,38.564
+34,PH2U,37.004
+35,PMITD1,39.4465
+36,PMITD2,39.612
+37,PMITU,37.272
+38,PTED,38.7675
+39,PTEU,40.3545
+40,Smvar,40.508
+41,Tigress,45.733
diff --git a/1_individual_methods_analysis/sim9/Combined_data_sums_equal.csv b/1_individual_methods_analysis/sim9/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..2e87042
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_sums_equal.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,35.31
+2,AS,35.985
+3,BCohF,45.22
+4,BCohW,0
+5,BCorrD,41.01
+6,BCorrU,45.4466666666667
+7,BH2D,35.9875
+8,BH2U,42.34
+9,BMITD1,37.22
+10,BMITD2,37.2975
+11,BMITU,34.6933333333333
+12,BTED,36.75
+13,BTEU,39.27
+14,COH1,45.2533333333333
+15,COH2,44.0066666666667
+16,DC1,36.7075
+17,dDTF,40.4475
+18,DTF,35.6575
+19,ffDTF,35.5375
+20,Genie,40.87
+21,GGC,33.4825
+22,GPDC,36.4475
+23,hmvar,35.1575
+24,MVAR,35.92
+25,oPDCF,35.095
+26,pCOH1,46.04
+27,pCOH2,46.04
+28,PCohF,46.7933333333333
+29,PCohW,0
+30,PCorrD,41.995
+31,PCorrU,37.6866666666667
+32,PDC,35.165
+33,PH2D,37.1
+34,PH2U,36.7133333333333
+35,PMITD1,38.2775
+36,PMITD2,38.42
+37,PMITU,37.2666666666667
+38,PTED,37.2525
+39,PTEU,39.4975
+40,Smvar,40.6866666666667
+41,Tigress,45.795
diff --git a/1_individual_methods_analysis/sim9/Combined_data_sums_onlyACC.csv b/1_individual_methods_analysis/sim9/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..7db3edd
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,40.72
+2,AS,40.92
+3,BCohF,44.8
+4,BCohW,0
+5,BCorrD,41.52
+6,BCorrU,45.2
+7,BH2D,40.6
+8,BH2U,41.92
+9,BMITD1,40.88
+10,BMITD2,40.84
+11,BMITU,34.16
+12,BTED,40.92
+13,BTEU,41.72
+14,COH1,44.8
+15,COH2,43.28
+16,DC1,41.04
+17,dDTF,41.76
+18,DTF,40.68
+19,ffDTF,40.56
+20,Genie,41.44
+21,GGC,40.24
+22,GPDC,41.12
+23,hmvar,40.6
+24,MVAR,40.64
+25,oPDCF,40.32
+26,pCOH1,45.44
+27,pCOH2,45.44
+28,PCohF,46.4
+29,PCohW,0
+30,PCorrD,41.72
+31,PCorrU,37.92
+32,PDC,40.4
+33,PH2D,40.76
+34,PH2U,37.44
+35,PMITD1,41.2
+36,PMITD2,41.4
+37,PMITU,37.28
+38,PTED,41.04
+39,PTEU,41.64
+40,Smvar,40.24
+41,Tigress,45.64
diff --git a/1_individual_methods_analysis/sim9/Combined_data_sums_onlyAUC.csv b/1_individual_methods_analysis/sim9/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..aafe36f
--- /dev/null
+++ b/1_individual_methods_analysis/sim9/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,42 @@
+,Method_name,Sum_of_avg_across_patients
+1,Af,29.9
+2,AS,31.05
+3,BCohF,45.64
+4,BCohW,0
+5,BCorrD,40.5
+6,BCorrU,45.6933333333333
+7,BH2D,31.375
+8,BH2U,42.76
+9,BMITD1,33.56
+10,BMITD2,33.755
+11,BMITU,35.2266666666667
+12,BTED,32.58
+13,BTEU,36.82
+14,COH1,45.7066666666667
+15,COH2,44.7333333333333
+16,DC1,32.375
+17,dDTF,39.135
+18,DTF,30.635
+19,ffDTF,30.515
+20,Genie,40.3
+21,GGC,26.725
+22,GPDC,31.775
+23,hmvar,29.715
+24,MVAR,31.2
+25,oPDCF,29.87
+26,pCOH1,46.64
+27,pCOH2,46.64
+28,PCohF,47.1866666666667
+29,PCohW,0
+30,PCorrD,42.27
+31,PCorrU,37.4533333333333
+32,PDC,29.93
+33,PH2D,33.44
+34,PH2U,35.9866666666667
+35,PMITD1,35.355
+36,PMITD2,35.44
+37,PMITU,37.2533333333333
+38,PTED,33.465
+39,PTEU,37.355
+40,Smvar,41.1333333333333
+41,Tigress,45.95
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diff --git a/2_individual_and_combined_methods_analysis/README.md b/2_individual_and_combined_methods_analysis/README.md
new file mode 100644
index 0000000..a866245
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/README.md
@@ -0,0 +1,22 @@
+# Individual and combined methods analysis
+
+This subfolder contains the code and data for analyzing the networks created by the top singleton methods and combinations of those methods. 
+
+The `sim` subfolders contain the following files for each simulated network:
+
+- Combined_Data_onlyAUC.csv: the area under the reciever operating characteristic (AUROC, abbreviated here as AUC) values for each method for the 50 time series simulations of the network calculated by MULAN
+- Combined_Data_onlyACC.csv: the accuracy (ACC) values for each method for the 50 time series simulations of the network calculated by MULAN
+- Combined_data_sums_onlyAUC: The Row Sums for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=1}, Weight_{ACC=0}
+- Combined_data_sums_onlyACC: The Row Sums for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0}, Weight_{ACC=1}
+- Combined_data_median_onlyAUC: The Median value for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=1}, Weight_{ACC=0}
+- Combined_data_median_onlyACC: The Row Sums value for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0}, Weight_{ACC=1}
+- Combined_data_sums_equal: The Row Sums for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0.5}, Weight_{ACC=0.5}
+- Combined_data_median_equal: The Median value for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0.5}, Weight_{ACC=0.5}
+- Combined_data_sums_73: The Row Sums for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0.7}, Weight_{ACC=0.3}
+- Combined_data_median_73: The Median value for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0.7}, Weight_{ACC=0.3}
+- Combined_data_sums_37: The Row Sums for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0.3}, Weight_{ACC=0.7}
+- Combined_data_median_37: The Median value for each of the singleton or combined methods across the 50 simulated time series using the weight Weight_{AUC=0.3}, Weight_{ACC=0.7}
+
+The `averages` subfolder contains the values of the averages for each single or combination method across all simulated networks for both the row sums and median values under the various weights of AUROC and ACC
+
+The heatmap and lineplots that display the row sums and median values can be found in the main folder.
diff --git a/2_individual_and_combined_methods_analysis/analysis.Rmd b/2_individual_and_combined_methods_analysis/analysis.Rmd
new file mode 100644
index 0000000..2023122
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/analysis.Rmd
@@ -0,0 +1,639 @@
+---
+title: "Individualand Combined Methods Analysis"
+author: "Lauren Marazzi"
+date: "10/25/2022"
+output: html_document
+---
+
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(
+	echo = TRUE,
+	fig.show = "hold",
+	message = FALSE,
+	warning = FALSE
+)
+
+library(dplyr)
+library(caret)
+library(ggplot2)
+library(plotly)
+library(RColorBrewer)
+library(heatmaply)
+library(stringr)
+```
+
+# Step1: Compute AUROC and ACC Row Sums and Median values under different weights
+
+We identify the top methods for network structure prediction by computing the area under the receiver operating characteristic (AUROC) and accuracy (ACC) row sum and median values for each of the 28 networks. We weight these variables at 5 different ranges: 
+
+* {Weight~AUC=1~,Weight~AUC=0~}
+* {Weight~AUC=0~,Weight~AUC=1~}
+* {Weight~AUC=0.5~,Weight~AUC=0.5~}
+* {Weight~AUC=0.3~,Weight~AUC=0.7~}
+* {Weight~AUC=0.7~,Weight~AUC=0.3~}
+
+```{r load data}
+for (sim in (1:28)){
+  AUC<-read.csv(paste0("sim",sim,"/Combined_Data_onlyAUC.csv"),row.names = 1) 
+  ACC<-read.csv(paste0("sim",sim,"/Combined_Data_onlyACC.csv"),row.names = 1) 
+
+  #calculate AUC only sums and medians
+  AUC_sum<-cbind(AUC$Method_name,rowSums(AUC[,-1])) %>% as.data.frame()
+  colnames(AUC_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  AUC_sum$Sum_of_avg_across_patients<-as.numeric(AUC_sum$Sum_of_avg_across_patients)
+
+  AUC_median<-cbind(AUC$Method_name,apply(AUC[-1], 1, median)) %>% as.data.frame()
+  colnames(AUC_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(AUC_sum,paste0('sim',sim,'/Combined_data_sums_onlyAUC.csv'),quote=F)
+  write.csv(AUC_median,paste0('sim',sim,'/Combined_data_median_onlyAUC.csv'),quote=F)
+
+  #calculate ACC only sums and medians
+  ACC_sum<-cbind(ACC$Method_name,rowSums(ACC[,-1])) %>% as.data.frame()
+  colnames(ACC_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  ACC_sum$Sum_of_avg_across_patients<-as.numeric(ACC_sum$Sum_of_avg_across_patients)
+
+
+  ACC_median<-cbind(ACC$Method_name,apply(ACC[-1], 1, median)) %>% as.data.frame()
+  colnames(ACC_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(ACC_sum,paste0('sim',sim,'/Combined_data_sums_onlyACC.csv'),quote=F)
+  write.csv(ACC_median,paste0('sim',sim,'/Combined_data_median_onlyACC.csv'),quote=F)
+
+  #  calculate equal weights sums and medians
+  AUC_half<-cbind(sapply(AUC[,-1],"*",0.5))
+  ACC_half<-cbind(sapply(ACC[,-1],"*",0.5))
+  equal<-cbind( AUC_half + ACC_half)
+
+
+  equal_sum<-cbind(AUC$Method_name,rowSums(equal)) %>% as.data.frame()
+  colnames(equal_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  equal_sum$Sum_of_avg_across_patients<-as.numeric(equal_sum$Sum_of_avg_across_patients)
+
+  equal_median<-cbind(AUC$Method_name,apply(equal, 1, median)) %>% as.data.frame()
+  colnames(equal_median)<-c("Method_name","Median_across_patients")
+
+
+  write.csv(equal,paste0('sim',sim,'/Combined_data_equal.csv'),quote=F)
+  write.csv(equal_sum,paste0('sim',sim,'/Combined_data_sums_equal.csv'),quote=F)
+  write.csv(equal_median,paste0('sim',sim,'/Combined_data_median_equal.csv'),quote=F)
+
+
+  #calculate 0.3 AUROC and 0.7 ACC weights sums and medians
+  AUC_low<-cbind(sapply(AUC[,-1],"*",0.3))
+  ACC_high<-cbind(sapply(ACC[,-1],"*",0.7))
+  three_seven<-cbind( AUC_low + ACC_high)
+
+
+  three_seven_sum<-cbind(AUC$Method_name,rowSums(three_seven)) %>% as.data.frame()
+  colnames(three_seven_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  three_seven_sum$Sum_of_avg_across_patients<-as.numeric(three_seven_sum$Sum_of_avg_across_patients)
+
+  three_seven_median<-cbind(AUC$Method_name,apply(three_seven, 1, median)) %>% as.data.frame()
+  colnames(three_seven_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(three_seven,paste0('sim',sim,'/Combined_data_37.csv'),quote=F)
+  write.csv(three_seven_sum,paste0('sim',sim,'/Combined_data_sums_37.csv'),quote=F)
+  write.csv(three_seven_median,paste0('sim',sim,'/Combined_data_median_37.csv'),quote=F)
+
+  #calculate 0.7 AUROC and 0.3 ACC weights sums and medianssums and medians}
+  AUC_high<-cbind(sapply(AUC[,-1],"*",0.7))
+  ACC_low<-cbind(sapply(ACC[,-1],"*",0.3))
+  seven_three<-cbind( AUC_low + ACC_high)
+
+  seven_three_sum<-cbind(AUC$Method_name,rowSums(seven_three)) %>% as.data.frame()
+  colnames(seven_three_sum)<-c("Method_name","Sum_of_avg_across_patients")
+  seven_three_sum$Sum_of_avg_across_patients<-as.numeric(seven_three_sum$Sum_of_avg_across_patients)
+
+
+  seven_three_median<-cbind(AUC$Method_name,apply(seven_three, 1, median)) %>% as.data.frame()
+  colnames(seven_three_median)<-c("Method_name","Median_across_patients")
+
+  write.csv(seven_three,paste0('sim',sim,'/Combined_data_73.csv'),quote=F)
+  write.csv(seven_three_sum,paste0('sim',sim,'/Combined_data_sums_73.csv'),quote=F)
+  write.csv(seven_three_median,paste0('sim',sim,'/Combined_data_median_73.csv'),quote=F)
+}
+```
+
+# Step2: Compute Average Row Sums and Median values under different weights
+
+Next, we compute the average Row Sums and Median values under the 5 AUROC and ACC weights.
+```{r average of sums}
+patterns<-c("Combined_data_sums_onlyAUC","Combined_data_sums_onlyACC","Combined_data_sums_equal","Combined_data_sums_37","Combined_data_sums_73")
+
+dir.create("averages")
+
+for (pattern in patterns){
+  count_files <- list.files(recursive=TRUE,pattern=paste0("^",pattern,".csv"),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f <- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 <- f
+    }else
+    {
+     d1$Sum_of_avg_across_patients<-d1$Sum_of_avg_across_patients+f$Sum_of_avg_across_patients
+    }
+  }
+    d1$Sum_of_avg_across_patients<-d1$Sum_of_avg_across_patients/28
+    d1$Sum_of_avg_across_patients<-d1$Sum_of_avg_across_patients/50
+    d1<- d1 %>% arrange(desc(Sum_of_avg_across_patients))
+    write.csv(d1,paste0("averages/Average_",pattern,".csv"),quote=F)
+}
+
+
+```
+
+```{r average of medians}
+patterns<-c("Combined_data_median_onlyAUC","Combined_data_median_onlyACC","Combined_data_median_equal","Combined_data_median_37","Combined_data_median_73")
+
+for (pattern in patterns){
+  count_files <- list.files(recursive=TRUE,pattern=paste0("^",pattern,".csv"),full.names=TRUE)
+  count_files<-count_files[!grepl("all", count_files)]
+  d1<-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f <- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 <- f
+    }else
+    {
+     d1$Median_across_patients<-d1$Median_across_patients+f$Median_across_patients
+    }
+  }
+    d1$Median_across_patients<-d1$Median_across_patients/28
+    d1<- d1 %>% arrange(desc(Median_across_patients))
+    write.csv(d1,paste0("averages/Average_Median_",pattern,".csv"),quote=F)
+}
+rm(list = ls())
+```
+
+# Step3: Generate heatmaps of Average Row Sums and Median values under different weights
+
+To identify the top performing network methods across all 28 networks and under different weights of the AUROC and ACC, we generate a heatmap with hierarchical clustering
+
+```{r heatmaps rowsums, message=FALSE, warning=FALSE}
+pal<-rev(c("#FF0000","#000000","#031e33","#0b5394","#38761d","#ffe700","#FFFFFF"))
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Combined"),full.names=TRUE)
+
+d1<-data.frame()
+for (i in count_files){
+  f<-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1<-f
+  }
+  else{
+    d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+  }
+
+  }
+
+
+  rownames(d1)<-d1$Method_name
+  colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+  d1<- d1 %>% select(-Method_name)
+  heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Row Sums Value across 28 Networks",file = "heatmap_rowsums.pdf",width=800,height=1000,margins = c(40, 50)) %>%
+layout(height = 900)
+
+```
+
+
+<br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br>
+```{r heatmaps median, message=FALSE, warning=FALSE}
+
+patterns<-c("Combined_data_median_onlyAUC","Combined_data_median_onlyACC","Combined_data_median_equal","Combined_data_median_37","Combined_data_median_73")
+
+count_files <- list.files(path="averages",recursive=TRUE,pattern=paste0("Average_Median"),full.names=TRUE)
+
+d1<-data.frame()
+for (i in count_files){
+  f<-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1<-f
+  }
+  else{
+    d1<- merge(d1, f, by.x = "Method_name", by.y = "Method_name")
+  }
+
+  }
+
+
+  rownames(d1)<-d1$Method_name
+  colnames(d1)<-c("Method_name","AUC=0.3,ACC=0.7","AUC=0.7,ACC=0.3","AUC=0.5,ACC=0.5","AUC=0,ACC=1","AUC=1,ACC=0")
+  d1<- d1 %>% select(-Method_name)
+  heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c("Weight<sub>AUC=0.3</sub>,Weight<sub>ACC=0.7</sub>","Weight<sub>AUC=0.7</sub>,Weight<sub>ACC=0.3</sub>","Weight<sub>AUC=0.5</sub>,Weight<sub>ACC=0.5</sub>","Weight<sub>AUC=0</sub>,Weight<sub>ACC=1</sub>","Weight<sub>AUC=1</sub>,Weight<sub>ACC=0</sub>"),main="Average Median Value across 28 Networks",file = "heatmap_medians.pdf",width=800,height=1000,margins = c(40, 50))  %>%
+  layout(height = 900)
+
+
+```
+<br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br>
+
+
+
+
+# Step4: Generate line plots of Average Row Sums and Median AUROC and ACC values under different weights
+
+Using our heatmaps, we see that the top combined methods of network structure prediction are BF_PFmean,  T_BCmean, T_BF_BCmean, T_BF_PF_BCmean, T_BF_PFmean, T_BFmean, T_PF_BCmean, T_PFmean. We can see how these compare to the individual methods (Tigress, BCorrU, BCohF, and PCohF) in all 28 networks individually using line plots
+
+```{r rowsums top12 lineplot function}
+create_rowsum_lineplot<-function(pattern,methods){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% methods)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Row Sum","Network")
+  d1$`Row Sum`<-d1$`Row Sum`/50
+
+  return(d1)
+}
+
+
+```
+
+```{r line plots top 12 rowsums, include=FALSE}
+pal<-c("#8dd3c7","#bebada","#fb8072","#80b1d3","#fdb462","#ffed6f","#b3de69","#d9d9d9","#ffffb3","#bc80bd","#ccebc5","#fccde5")
+methods<-c("BCohF","BCorrU","BF_PFmean","PCohF","T_BCmean","T_BF_BCmean","T_BF_PF_BCmean","T_BF_PFmean","T_BFmean","T_PF_BCmean","T_PFmean","Tigress")
+
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_AUConly.pdf")
+```
+
+```{r plot 1, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot2, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_sums_onlyACC.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_ACConly.pdf")
+```
+
+```{r plot 2, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot3, include=FALSE}
+#equal weights
+pattern<-"Combined_data_sums_equal.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_equal.pdf")
+```
+
+```{r plot 3, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot4, include=FALSE}
+
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_37.pdf")
+```
+
+```{r plot 4, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot5, include=FALSE}
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_rowsum_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+p1<-ggplotly(p)
+export(p1, file = "lineplot_RowSums_73.pdf")
+```
+
+```{r plot 5, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+```{r median lineplot function}
+create_median_lineplot<-function(pattern,methods){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1) %>% filter(Method_name %in% methods)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Median","Network")
+
+  return(d1)
+}
+
+
+```
+
+```{r line plots top 12 median, include=FALSE}
+
+#onlyAUC
+pattern<-"Combined_data_median_onlyAUC.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_AUConly.pdf")
+```
+
+```{r plot 6, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot7, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_median_onlyACC.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_ACConly.pdf")
+```
+
+```{r plot 7, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot8, include=FALSE}
+
+#equal weights
+pattern<-"Combined_data_median_equal.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_equal.pdf")
+```
+
+```{r plot 8, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot9, include=FALSE}
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_37.pdf")
+```
+
+```{r plot 9, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot10, include=FALSE}
+
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_median_lineplot(pattern,methods)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")+scale_color_manual(values=pal)
+
+p1<-ggplotly(p)
+export(p1, file = "lineplot_Median_73.pdf")
+```
+
+```{r plot 10, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+
+
+```{r all methods rowsums and median lineplot functions, include=FALSE}
+
+create_rowsum_lineplot<-function(pattern){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Row Sum","Network")
+  d1$`Row Sum`<-d1$`Row Sum`/50
+
+  return(d1)
+}
+
+create_median_lineplot<-function(pattern){
+  count_files <- list.files(recursive=T,pattern=paste0("^",pattern),full.names=TRUE)
+  d1<-data.frame()
+  for (i in count_files) {
+    f <- read.csv(i,row.names = 1)
+    f<- cbind(f,c(rep(unlist(strsplit(i,'/'))[2],nrow(f))))
+    colnames(f)[3]<-c('time_series')
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 <- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 <- rbind(d1,f)
+    }
+  }
+
+  d1$time_series<-gsub("sim","",d1$time_series)
+  d1$time_series<-str_pad(d1$time_series, 2, pad = "0")
+  colnames(d1)<-c("Method","Median","Network")
+
+  return(d1)
+}
+
+```
+
+
+We can also plot all 26 combined and individual methods on an interactive line plot
+
+
+```{r all methods line plots, include=FALSE}
+#onlyAUC
+pattern<-"Combined_data_sums_onlyAUC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")
+
+p1<-ggplotly(p)
+```
+
+```{r plot 11, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 12, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_sums_onlyACC.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")
+
+p1<-ggplotly(p)
+```
+
+```{r plot 12, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 13, include=FALSE}
+#equal weights
+pattern<-"Combined_data_sums_equal.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")
+
+p1<-ggplotly(p)
+```
+
+```{r plot 13, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 14, include=FALSE}
+
+
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")
+
+p1<-ggplotly(p)
+```
+
+```{r plot 14, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 15, include=FALSE}
+
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_rowsum_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=`Row Sum`,group=Method,color=Method)) + geom_line() + ggtitle("Row Sums Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")
+p1<-ggplotly(p)
+```
+
+```{r plot 15, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 16, include=FALSE}
+#onlyAUC
+pattern<-"Combined_data_median_onlyAUC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=1</sub>, Weight<sub>ACC=0</sub> for Top 12 Methods across Networks")
+p1<-ggplotly(p)
+```
+
+```{r plot 16, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 17, include=FALSE}
+#onlyACC
+pattern<-"Combined_data_median_onlyACC.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0</sub>, Weight<sub>ACC=1</sub> for Top 12 Methods across Networks")
+p1<-ggplotly(p)
+```
+
+```{r plot 17, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 18, include=FALSE}
+#equal weights
+pattern<-"Combined_data_median_equal.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.5</sub>, Weight<sub>ACC=0.5</sub> for Top 12 Methods across Networks")
+
+p1<-ggplotly(p)
+```
+
+```{r plot 18, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 19, include=FALSE}
+#AUC=0.3, ACC=0.7 weights
+pattern<-"Combined_data_sums_37.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.3</sub>, Weight<sub>ACC=0.7</sub> for Top 12 Methods across Networks")
+p1<-ggplotly(p)
+```
+
+```{r plot 19, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
+```{r lineplot 20, include=FALSE}
+#AUC=0.7, ACC=0.3 weights
+pattern<-"Combined_data_sums_73.csv"
+d1<-create_median_lineplot(pattern)
+p<-ggplot(d1, aes(x=Network, y=Median,group=Method,color=Method)) + geom_line() + ggtitle("Medians Weight<sub>AUC=0.7</sub>, Weight<sub>ACC=0.3</sub> for Top 12 Methods across Networks")
+p1<-ggplotly(p)
+```
+
+```{r plot 20, echo=FALSE}
+ggplotly(p) %>%  layout(autosize = F, width = 900, height = 500)
+```
+
diff --git a/2_individual_and_combined_methods_analysis/analysis.html b/2_individual_and_combined_methods_analysis/analysis.html
new file mode 100644
index 0000000..394035b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/analysis.html
@@ -0,0 +1,2629 @@
+<!DOCTYPE html>
+
+<html>
+
+<head>
+
+<meta charset="utf-8" />
+<meta name="generator" content="pandoc" />
+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
+
+
+<meta name="author" content="Lauren Marazzi" />
+
+<meta name="date" content="2022-10-25" />
+
+<title>Individualand Combined Methods Analysis</title>
+
+<script>/*! jQuery v3.5.1 | (c) JS Foundation and other contributors | jquery.org/license */
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) 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g5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg+FB1ubjlnRNvl3o6IEU2w7fdNPhm/hh+FLysUu6++DLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK/m4szFFR7ch0toUgBTdWHr7EpaWru6+6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d/jLST9v5YflasP6v/CO7+GNAPC2BMZWmsOjp2NNbfHwMCJD+LPVL+D/OYlWEEI/9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2+bBDWBud1Va4pcCn8CPqxlh/fgtG8IPaPH8C5wk6/nZDv69jurV5QhtwE0x2iqOsj9Mx8B9/0EaUdiPfOYYDCi/q9jhWRuupMDEU0+CtX0sDFxv07T/K5niBPqN9+tQjgEc31NGCXFeMcCEuQBIc/BK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF/R0/u5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y+RBgogrXPZ8E1yIHoHIFUM+AbJhE7lbMtt8ApL+xmZW7PwbjAO0fAVoXQOuiSP/ksIVdFZ0aulsamKUzwPZ/NYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7+pg+jUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd/J5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7+RHJHP+2hqfugo/MvI2H/mqr4b9tFnKSRY1Y5Ek80Nm/WIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw+nSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv+rWa/Wih0vlbX6Zb75T5C0qNKVFvH1QL/vazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f+XdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS/xTo+P5wGFak62ap1PVFFN4v/y+xuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f/6dhK6gQokFKhWX3urrjk/rnI0pgfpGMeuQIUaEM7+GF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x/GdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY+9yGFQtEo0GQPNv6vS2drj4+1jHbv3aJSMUWP+QTZrmbNTjU8wyG/iXNNpskybLcJ3CiTF5Ir+JYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d+/XeNRTZ9/1OPfG7+2hwzd5W3D+hmyjsRcUg/+Cavb++Vh2ls3L7zT/etOnHNxeerv313vzLVqPai4nJv+K1FC6040/4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk/U+D4gTXW+j0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7/R561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l+WKHmLTJwRv9E8GWJ6dYvf/FmEyEGr+gyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b+tMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1+Q2BIRvf6J6Kgatnrbiem+CFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ+CuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih/xELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD+uOe+kWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby/+SSbPY8/NH6vpl/Esq3Ae4ZU1HC44KFiI9o7CEgab/RqHbj7s5KAg06s39ZP/zxI/mVuF/TbTSy+3Fb8If9/cv7+wt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi/C8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0+Xxx/5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB/qM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J/UKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc/THK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd++U/3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg+e4As38MfGquNt7oUws6Ysarj1/efE+yst86YUVNvDdts3Pv5c8m/aP0C+f8/Qb+IMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT/v27wm09jRYVc/e++iyx2tyzJb/n3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy/t27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj/S5ki1jL/a0GC6+2L6Um+aoddlNFuj+bJ8mH/iaLh8I0/U51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz+1UmhTJyJGxZzw+wsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ/9pPA4RKTASWahmh+8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ/tHnODtENw/2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8+/Elg5j4Gxur3J8o2PJ4rg+2d08T/fwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r/aMMj8onCP/DuDZOuN+GPPr/+p7bx+7JlbYdppcNhzKU/1Px5aiaGDn/s1iGMaBcleKUo/v9rcxkZj7DBEKOfrayytXNLYiUdBY+pleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF/Qa9Pdf/QqOSqCiE/EE1/XIVKTc2tzWbHnimrEd+Vyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu/kzIdx+BxC0ay9zRSvoS0F2lIxI+X7klU63I40gLQ3w5ep5na+SFnba3z5D64zv+QtM4n4ffG3tq4aNHGRfxgrXPMim+5487abL7xhdseIRn1KDl+7aINixdv0OD+JSPwKf5+xoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz+9a/v2PH1Hfz9236w+ZrPXvWfAxlj4NLLHpq3c/PQ3uvmvbrjG7fe+o2y/cLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF/tkkOGPW2ibWaBTkeZ/dvPWazXfOnnvL6jkRXpi85sFzZt+55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG/yVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6/OU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR/rg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x+MJiOA3YwhDRQrWU0u/0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0+a0uoiFH/xcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL+j3D/uwhBRdyAyozeZwvQzs79soi+BKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo/ybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM+3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho/VDkzQfLE+IrYoJXkD19pdP7OwG/voIUtagiWiZ4PAFTHHlTVhRZ7dYmPar+NJ+8JhmR6DFK5DV1foHoLNO/pHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj+i5++WZfKeViJfW5HnUakVL4UCNVkA4+ETfIqx4B5xSaP2L1yn0zn2ltPn4+OqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL/NNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE+cPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP+Kps8J9/3mGQIteY/LGPC+L7872SPR2br5fy8MtKBMHedGuM28/MZmPJMrGgi3Gb1S+Si1/L/zrZwO9XH1ce/z7ZQ1WSoY/+pMb5FT4ua0Wm+Jf/298nFmChEQ+Ti71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa/1IFO1/jdWr/8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc+KJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3/tM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB/yox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt/qMDnvLpPNTXfNa60z5/yjXQOMq+lNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd+RiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb/pBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap/30lnVESgNnvjbUoT6w9N+Xoio0qcYOIM+heg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X+PE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa+dAdAbMYX6HVF8A+7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf/Nf+Ny65BhYxxxV+77XJ2wfQ389/IQPgajXbwMsuAz/0IaQcXJavKbRqR2IqyZruXjVC2+hdee/5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab/wXl2CNe7s/qCtTvWgG5kpBmCBlSzDS/r8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8/NCfiOUVirYcBbIeA2+iF68rQIo3B/S628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935+k1efkV51mzzrM0LL3/20avnwMeKuWyOUZg2TasSqZ+KcZQiOn1Iu2Vh497ALUVZiCKt/gh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1/uzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb+okJ5JRDyf54Axur1D+WS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt+t/qW2+93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz+tJo+wijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF+kuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj+Z4i+42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA/hRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz+x+Fkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3/RTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY+uSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN+fiK86LeXj+Sc5lPKy+k/vCUI/DaLFYCWHr6nbXuILTIsb5imNKY/rCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T/yOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH+L0eCPxmsa5ZpgRJSDZ11yDv+jmbd86vxZfc1WcZJ3UkMq1BOOOVtvu/+pB+en186d3GTwWAw2jheaJs09/+LNfZft37DALyrNj1wABMuUKbODyTVnT/KYbJ3Tpq8IrNh92dkxOj5P/YpZx4/ycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB+cV99/eTF6294dA8+TK6v74MHVpYNRt/I30e8QGTOOdfGWzzxcy+87a7bLjw37rHw1nPzp0KyyRSeZO+QQhInt3dYgvycjrPOv+T8s1rptaP84VeywdWX2T4ysr0/7TLIs6+x9zib56ye1dM9e/XsZmePY3NDs9zlnNVt4+WgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS+XPplV2ts4bvCwZu+KzgITtxepaPRzWdpv74muvv6RO0SorX6cu/dqKn/XWnrtp/Zragz13DUCl5myiFW2Ycvb0PtsXnU+tx8pvLFbUspLX68mdegwmOif/NPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3/jdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx+6arPqbkcNAHoFPzKUUQ+qL0k97pjbZv1I/egC9zTFbrrlFpNdmea+gIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV/ScS+zjlASyUTVv/AJ46gkJI4bHX4lTnloctxPZE1ckS3+jG2fKIjkQFyzuo8jvYQG1OrGvJPSTu/nSp9PHNTl4z5hK/8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt/wkSx/JCmP5/cBKQfl/5gd+rOS/+p91/+YCg5CXK2W4M9fu+/6xxX+vnelVuldIDCG0VQTpU9Dw4pRfei+6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15+5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl/5bqzYqT9hMmptEXDgTqP3Wiye+sD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC/v8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4+Ti7W9D/OZrLChdwxmPNiBRqVjnpK/aGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3+OfU5/ieLS/NuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD+N2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad/3t2KTtPobnX6D8C8pd0MDP+Kx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE+JGTS3JoEhTrz8/CB+5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk+htwN5A0V3RCPoD/yXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps/t+0iCT3AHVtZC7JDCXfR7OSb/Xja5H3zQbZL1B+ULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset+nQWdS/ZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5+LhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW/3Q5Nn8BZEuzqEI7HK3n0+zFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj/mQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2/BWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY/yCZu/Amd5Or9uS3DYaeqVOhH7gZN/8I/wi1fEuLXvyNivibjuKvN+1Nc01HF/3h+ef/sOhox8MPd5SFucPjorQwXT+ytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP/79nbvCXFOY+PUjrT7/otsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9+pbs6E/Vu7Nk642/PYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu/19/5QW9Rv1U1ridT22i+53pzumbs+XFFXYC++CGsTj5JUT/GCgRt3n78i2n71FHG4/u6X++9+raya7os3ZbDmgWfXun44e+u2NZKuGZ0HiF8M4TlMPR+EU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l+uXrbjPUyep+8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq+NzK/OKSbsfl79o9G20R+brBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery/7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1+SdazRrfddkBU98t1htvWrbjqSqjaCguxrffM/5zDCpBALUycmajhd+R6ww4SWafuZ5eU+tPid4lgd3gt+b/Y9rQoZNmiXYPXyRHbRs8zX/f4WIFjWZJtUdSD55AP3xtXH+ZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy/8F0GoqYPv75Yh9j3x4DuJ+uEzHRpAq2lMqb+qfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT+LUgx0Pg/p87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv/u9ZUWUx+PYFueUKwaNvbtu+Xps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L/BehXuHqfaBwBEU7hfVLcXvS4VQv+T/vaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq+k4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S/tkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP+EaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP/dsZ8+fP75D/9Uu5Gs3FY/2SxPld0DHOciXI9gqjcEidXjE+3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8+LTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7++wW4gRDRbaxw2nrOGm+xOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot/FpHvIUjJovFEoYvHYV9C5Y/xN9OfcalvII37UEhTbTg/AQIaPb4Vz6j5u8/aViycMod/fkDcpu8QZbZoeBi/vbzP3XPsZvOubMtaPHkD9jt6+U2O7vqU/9C9SMvgrXpQNG/E0oJxun+CiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp/VAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y+pGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr+P2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr+P30f3OkPQ72aO0xYo3/EsmO3QO5qEF8S0qQH0UsKXv0brnl9+8M7jF174+DsfvPOl1au/RL5/9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x+4ofw+3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ+pYl+Sf8YcurfmXP5F/kj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0/OM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw+1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g+Rn533qkocdvLs2HmhU75br/MmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3/3pYNi3bS+Rd+GjOfVpAPNd6y64Gsz1GaZleWIPoYL/v9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk/Iojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB/36kP+K38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL+x03nhh+oNo5e77psxg9Q5LzebIKD+fsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O/kdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P/F7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF/BRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm+RdmIJQST/ZfVdudUvh9S/qqNvqT98g9SQ3lHibZY0mRVHooyDN/FHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi+d0s4+ztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr+1VZFcEZ/PdJkn1hOs8SXS/NFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq+rbyg1Z+O8VsNC1UmcvORPRfxtPrfRwL2p/oA1eZp6Z/aGffoewaXcA/xBlKlQLfhQL/oPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp/bXh5e5YXW2Ngfvza0ZF6UgFL/E0fTq4LBlvTE2qb/KuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8/VWi33c3bBZnGY05+dm+3qc7fNmj4YGKLj2nfqFP+g7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j+SYEWHlZ0K/Hgsh/Ztsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D+YVyKd0jw3iumwi/BC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc/J5uGm6CViW5mulYMk+HqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br+fcLyoAyu8D9B7bgmzUqfFobF5nKnK4+t8MPJkI/xHUNWk117jugWF+xazTAALQn6+UE9lhoI5ApGA/iuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL/3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n+jspIsHFjJrTOdzSMuOa9DbDcj/nH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U/8JbJZPJJLBLolH1La/RbF9AbC8JJjv/mMnssKjLRBJyqj9QXxNko0Ux/X79epfiXkm6fmKwF/en1HLc6LxloXWKvGa5rVCVL83VuiPcDEX/K5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS/kTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv/36k2sbqCeCFNa+URpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR+D79H56NOz0EVWCTy2/fffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ+T/El3uZqL+FyzSZ8XxpTiI/G0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ+euOeG2SORmKZr/qKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya+vlKqv6aXK1qIj3imL+L6hL+yvUlFfE0VKZ7E8gBY3M/8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry/LgZIlCeP11Z4zs/AwvVwtGFEut5S1JY4lfyT0N/evOLo+rUEgjcqc9IkGpQbv3iW7Co5b+KgjvpzYdH85PLcc4X21ouwEGl/S4qnUAvoSlXUUhR1eKr2VWFTB+GMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH/qPepXQ0Db77CJOAImohB+RPWr31ev5g/kE+zTa4lbvZo8xdWPffQu9yJTPCNB66s+zXoJt/0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0+3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80+UxfUHPlBZIRVNQ+v0xRm8REKPoLmNr0+Uo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV/+mfr0C0r/NkeXbbpPlOTBBwT0mVz1zx9S/wJecBF9Wgv3p032iP2v4VSgfgW2G+HUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt/QRasn2kri+H6L80MJRsmVYJrAKyDItpJUy3/15WYIJqcJ9Q5N/LFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb+IP8gHed+6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha/fJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG/XbOFz+Tcq2MLrcmV28Nmi/OHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw+luPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs+31Wm5qpH+iJWSzqdPr2O7zc2TmtnrzCig6bBd/vgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I/MAp9q9S3Q/clADNm1wEeO+xbwg5OIYHZLY3ehG5lJk2xhco+6JWybpEVz2wrR6hZyD0QXZbeDVB+onmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P+1fAll+SyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y+cf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY/f+ucuMtCuP/e4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn/+7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7/6B23+f+sp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz/Q0hI0m3NKDRfkgsrnamo+p0CAq1FyvC3a3Nak/s5VX282x9Ufy3E39VAx6o7LpCvO2wK+ch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5+jP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00/Wavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR+gufwA8GegxUEo4A+gd0BASHiH6jYMLIsUdQJTs/C641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW+AMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA/xUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA/E+DXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX/k/7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh/TK18StOPhwG9Xo5mqXAxvw/79YQwwDR+nAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw+oTFqxtz8dxwtogBnF9MjIl/in+K8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O+GC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6/OC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx+v1UKPsfvzQU0Kc83i2VdILmd2/yX55zT9luN2+Cu4nKfwPcK/CvDVU+pHh8+LaldIf1fA5h3ndT6Fln9/W/9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW/uib/ud+VK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M+VG0KsUdgdvpgP/6NqqP0/gHZFUfGEijZLHpiIgvV5/Bltrj8Qd7XQd5p4P+7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z/vvacG/rjpsvnpzs0B1Id6fmX8119l88XnOxe/uGrzzHcdu7UtY3+2vmXN5zUyj3ZcPl8p1sZSs6/nGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q+lwg1RdRSpFDNzosb44YJXnAfoEOpZW//6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21/BWW5DnPQbn2X1WK43/aM2n18DfSoybbNHijFpamzXI31eRibGUOxSu/lT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO/VjC/EinToFyoNDz2p9XD6g78WgQdPG7Z3R0T/Z5dTM9lsL8Ktek7szl2L+gQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T/4VeamYPlLtffdQsk+2sUTY/zDXl/05W53/Bz9UK3p7LjapZ2ZxOm+UlZXrL3HHGqO8+wVroDaCTTnTxitMxmiAAYQzVJQH+nj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj/9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz+3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62/qN/tjQxnSnhnKPw+LNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh/LvQZnt0evgIhTFV0kE/PYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8/Cj1Y9NY6cnGVW0CjTLaz7E3epvaT/LtTV72Rs+0WVVmd0dz/MGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf/z+fdka+eKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ+bewnf18ap4Ib+mSMrtDU5zqlD8QANa5MBGh/OwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq+7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2+YuMbmE9dwGYB4KFTsvnDE6Ah47r/fE3AYI+oXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU/A/Jsw+vWDa/7emewLaoeibaF1B9qUNnuqWK3+UfXYVL1v/omD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk+gk8pL0mcCDOn08MDAQlf+/SlTZ1z12fnqntOhbOTL9/ZdevbAPN+yby1f/uUtC/ixm8ZBo59LTXEW060hGrTDplNprWd58fwB/b/E27BdS/s7U+rGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt+Kh6HN4ti6lxIhT/wahnZtWwzlY9QHQ2c79C+dxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah/PFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn+2MnYv36dbMDBTonl/T/ma5IKAyEGz+4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK/yp/gLEBVat5WnPDdKA574ubuFJ/IUfZ/Y2Nt6mN+ZNNTSTaeI56gKwkXerTe9DDHUw8/H35FY3nNN7GGuBKWhrV9ep+0k1WjNWVaHkW1yA+QHWNu8rtBw2a5YXuE40rs7/GA+j09V3hA98yRnFPOGr8ltGlsFdD/7tRce3LH6Trcneuiy7K7J3khKu+3qUaXPWaX7T6/Kfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM+0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz+XmcOs1H31U6cC6RTVLfCg7RNBF1UF2/wBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH+WC0E1qOGtP66s1MYv+VLu8/XFXvV/ZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86/1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp/lYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1+x1SXwLpFi53b+aHRYo/IrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f+nAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g/VRdpkkyVpD7jnmax88QwDvg/66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb+YFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb/d5gqmNaqJZSO1l6PVRy0nZIj/45EetjLguh1rLqR+SK0hO6NrsqcNX8zoUdjQYDJ7tb4os6+i+Y0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY/gZmE9iuP4V5v7CSR/RThaHLh+UeBkXwU6BC7lGOevK65udTv+tS/PfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso/c/1K9aLE12fMWLV1y1D9ua8lyJdWXr/bG+noCFutf/mLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq+PEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj+nzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3++fcnT49Qe+kBs+wdsMZgPXMp3U5S958snPP/EE7bvkOPCuTUDTUQ/UzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk/seDVWsvDWXXXsyn/4wfpXc2V3/Qxli3jl/5hj/83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3/+2TJrzLlkFz+ip3qCHKf6eqW02QJLjBYuuj4sobhCWqa/YHGEHpcnumuWSOhxeaL7sOakNR6vvmo+YcfFA8UFXEPZf9UjyudIOyNwx/i90DdsujS/FX2UAwvWSVK4NxaMhAGw3oowp/uc8CTi7D2rBgZWwb/60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E+o2t1nePTn8TUmxz/A3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD+qJopELrl4S6cJNRtEAsLP/OdvnJq0Wo0GolY2Et9VFB2Kf+4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam+bWmUJZfNn5ozKV5Pmmq8PF/jVY+2Tlk2M2RzSXKjmbQ4RZcQavEYrN/9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd+SyX/Cyf0Vxjd2R9NmsunnXYa8xGHzn+sSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV+D5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H/lpZBicglCPN7WOfJkcHqc3ElWqvvz/1E6bIQrG+tz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw+WSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM+wEW0El9dM/ueVRWIsXwe43R7SgbVZqrnqoJ1X/kuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM+foaCcwgaoqZUtmodV3p+X7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z+O4fYIbvZVt4EUcJEKOhHeincWqONw+q6w5Go+WGOSR7LhKV+KBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx+SyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq/qlFo1v+PTmTi3E/glC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO+YOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr+H1jR7km9vcvqN9657vffefkv+fKxge1X+7RdjYUPIESN7gTvRkB/RMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F+UX4+WKS4iBTP0IWxGtZgOdMaV4KTayqHQF/VihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g/qRCuy3vmQ3W9Vu8qbVbP+SzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB+LopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR/ut5Ug2jXAaT96+9RH/FToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye/78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard/nGAVN8alecnFdgu5Gbd5DJTL+hHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf+9Gp+VnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687+P3cx6tcAeNpjYGRgYGBk8s0/zBIfz2/zlUGeZQNQhOFCWfF0GP0/8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV+d8KJgP/XWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF++2W/nZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA+wT8L5nOdMaV0AuMJ+icRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn/AtWZyj3W0HjEXitOc/dIdbetPdFTZ+P6t+X7xU0/k6GJtOe1/B3arN0/pmz1J4UZc+D6ExwjD7vioeGd5HvhvU+R+DZcGZ6YBPNfAi0G97iBPwFXqph2cW8+D7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb/GOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY+5hPsLCwWLEksSyiOUOawzrLrYiti/sCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k/klqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R/aZnJ5cmdwB+ST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R/6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S/6Gnopekt0ruhz6fvpl+nv0n/h4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ/LA1sn1jZ2XXY3fFXsM+z36V/S8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l/8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf/d6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU/hM9jYWPgIFkYfwd6nsDD+d1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui+ncOr7D02y6/BTCrP/m+b5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU/exhxztMozlosTpMH6ZPge0L+OKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo//G7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq/ZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr/PW70/HO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8/3JOUnqAyR1d/cCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs/NdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxG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+};
+</script>
+<style>h1 {font-size: 34px;}
+       h1.title {font-size: 38px;}
+       h2 {font-size: 30px;}
+       h3 {font-size: 24px;}
+       h4 {font-size: 18px;}
+       h5 {font-size: 16px;}
+       h6 {font-size: 12px;}
+       code {color: inherit; background-color: rgba(0, 0, 0, 0.04);}
+       pre:not([class]) { background-color: white }</style>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+  "use strict";
+  $.fn.rmarkdownStickyTabs = function() {
+    var context = this;
+    // Show the tab corresponding with the hash in the URL, or the first tab
+    var showStuffFromHash = function() {
+      var hash = window.location.hash;
+      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+      var $selector = $(selector, context);
+      if($selector.data('toggle') === "tab") {
+        $selector.tab('show');
+        // walk up the ancestors of this element, show any hidden tabs
+        $selector.parents('.section.tabset').each(function(i, elm) {
+          var link = $('a[href="#' + $(elm).attr('id') + '"]');
+          if(link.data('toggle') === "tab") {
+            link.tab("show");
+          }
+        });
+      }
+    };
+
+
+    // Set the correct tab when the page loads
+    showStuffFromHash(context);
+
+    // Set the correct tab when a user uses their back/forward button
+    $(window).on('hashchange', function() {
+      showStuffFromHash(context);
+    });
+
+    // Change the URL when tabs are clicked
+    $('a', context).on('click', function(e) {
+      history.pushState(null, null, this.href);
+      showStuffFromHash(context);
+    });
+
+    return this;
+  };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+  // build a tabset from a section div with the .tabset class
+  function buildTabset(tabset) {
+
+    // check for fade and pills options
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // remove any table of contents entries associated with
+      // this ID (since we'll be removing the heading element)
+      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it, grab it's text, then remove it
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingText = heading.html();
+      heading.remove();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children('li')[activeTab]).addClass('active');
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    if (tabset.hasClass("tabset-sticky"))
+      tabset.rmarkdownStickyTabs();
+  }
+
+  // convert section divs with the .tabset class to tabsets
+  var tabsets = $("div.section.tabset");
+  tabsets.each(function(i) {
+    buildTabset($(tabsets[i]));
+  });
+};
+
+</script>
+<style type="text/css">.hljs-literal {
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+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!error instanceof SyntaxError) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      if (cel) {
+        cel.style.position = "absolute";
+        var pad = unpackPadding(sizing.padding);
+        cel.style.top = pad.top + "px";
+        cel.style.right = pad.right + "px";
+        cel.style.bottom = pad.bottom + "px";
+        cel.style.left = pad.left + "px";
+        el.style.width = "100%";
+        el.style.height = "100%";
+      }
+
+      return {
+        getWidth: function() { return cel.offsetWidth; },
+        getHeight: function() { return cel.offsetHeight; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return el.offsetWidth; },
+        getHeight: function() { return el.offsetHeight; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var result = bindingDef.initialize(el, el.offsetWidth,
+              el.offsetHeight);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          initResult = binding.initialize(el,
+            sizeObj ? sizeObj.getWidth() : el.offsetWidth,
+            sizeObj ? sizeObj.getHeight() : el.offsetHeight
+          );
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = {
+            w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
+            h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
+          };
+          var resizeHandler = function(e) {
+            var size = {
+              w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
+              h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
+            };
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+
+</script>
+<script>
+HTMLWidgets.widget({
+  name: "plotly",
+  type: "output",
+
+  initialize: function(el, width, height) {
+    return {};
+  },
+
+  resize: function(el, width, height, instance) {
+    if (instance.autosize) {
+      var width = instance.width || width;
+      var height = instance.height || height;
+      Plotly.relayout(el.id, {width: width, height: height});
+    }
+  },  
+  
+  renderValue: function(el, x, instance) {
+    
+    // Plotly.relayout() mutates the plot input object, so make sure to 
+    // keep a reference to the user-supplied width/height *before*
+    // we call Plotly.plot();
+    var lay = x.layout || {};
+    instance.width = lay.width;
+    instance.height = lay.height;
+    instance.autosize = lay.autosize || true;
+    
+    /* 
+    / 'inform the world' about highlighting options this is so other
+    / crosstalk libraries have a chance to respond to special settings 
+    / such as persistent selection. 
+    / AFAIK, leaflet is the only library with such intergration
+    / https://github.com/rstudio/leaflet/pull/346/files#diff-ad0c2d51ce5fdf8c90c7395b102f4265R154
+    */
+    var ctConfig = crosstalk.var('plotlyCrosstalkOpts').set(x.highlight);
+      
+    if (typeof(window) !== "undefined") {
+      // make sure plots don't get created outside the network (for on-prem)
+      window.PLOTLYENV = window.PLOTLYENV || {};
+      window.PLOTLYENV.BASE_URL = x.base_url;
+      
+      // Enable persistent selection when shift key is down
+      // https://stackoverflow.com/questions/1828613/check-if-a-key-is-down
+      var persistOnShift = function(e) {
+        if (!e) window.event;
+        if (e.shiftKey) { 
+          x.highlight.persistent = true; 
+          x.highlight.persistentShift = true;
+        } else {
+          x.highlight.persistent = false; 
+          x.highlight.persistentShift = false;
+        }
+      };
+      
+      // Only relevant if we haven't forced persistent mode at command line
+      if (!x.highlight.persistent) {
+        window.onmousemove = persistOnShift;
+      }
+    }
+
+    var graphDiv = document.getElementById(el.id);
+    
+    // TODO: move the control panel injection strategy inside here...
+    HTMLWidgets.addPostRenderHandler(function() {
+      
+      // lower the z-index of the modebar to prevent it from highjacking hover
+      // (TODO: do this via CSS?)
+      // https://github.com/ropensci/plotly/issues/956
+      // https://www.w3schools.com/jsref/prop_style_zindex.asp
+      var modebars = document.querySelectorAll(".js-plotly-plot .plotly .modebar");
+      for (var i = 0; i < modebars.length; i++) {
+        modebars[i].style.zIndex = 1;
+      }
+    });
+      
+      // inject a "control panel" holding selectize/dynamic color widget(s)
+    if ((x.selectize || x.highlight.dynamic) && !instance.plotly) {
+      var flex = document.createElement("div");
+      flex.class = "plotly-crosstalk-control-panel";
+      flex.style = "display: flex; flex-wrap: wrap";
+      
+      // inject the colourpicker HTML container into the flexbox
+      if (x.highlight.dynamic) {
+        var pickerDiv = document.createElement("div");
+        
+        var pickerInput = document.createElement("input");
+        pickerInput.id = el.id + "-colourpicker";
+        pickerInput.placeholder = "asdasd";
+        
+        var pickerLabel = document.createElement("label");
+        pickerLabel.for = pickerInput.id;
+        pickerLabel.innerHTML = "Brush color&nbsp;&nbsp;";
+        
+        pickerDiv.appendChild(pickerLabel);
+        pickerDiv.appendChild(pickerInput);
+        flex.appendChild(pickerDiv);
+      }
+      
+      // inject selectize HTML containers (one for every crosstalk group)
+      if (x.selectize) {
+        var ids = Object.keys(x.selectize);
+        
+        for (var i = 0; i < ids.length; i++) {
+          var container = document.createElement("div");
+          container.id = ids[i];
+          container.style = "width: 80%; height: 10%";
+          container.class = "form-group crosstalk-input-plotly-highlight";
+          
+          var label = document.createElement("label");
+          label.for = ids[i];
+          label.innerHTML = x.selectize[ids[i]].group;
+          label.class = "control-label";
+          
+          var selectDiv = document.createElement("div");
+          var select = document.createElement("select");
+          select.multiple = true;
+          
+          selectDiv.appendChild(select);
+          container.appendChild(label);
+          container.appendChild(selectDiv);
+          flex.appendChild(container);
+        }
+      }
+      
+      // finally, insert the flexbox inside the htmlwidget container,
+      // but before the plotly graph div
+      graphDiv.parentElement.insertBefore(flex, graphDiv);
+      
+      if (x.highlight.dynamic) {
+        var picker = $("#" + pickerInput.id);
+        var colors = x.highlight.color || [];
+        // TODO: let users specify options?
+        var opts = {
+          value: colors[0],
+          showColour: "both",
+          palette: "limited",
+          allowedCols: colors.join(" "),
+          width: "20%",
+          height: "10%"
+        };
+        picker.colourpicker({changeDelay: 0});
+        picker.colourpicker("settings", opts);
+        picker.colourpicker("value", opts.value);
+        // inform crosstalk about a change in the current selection colour
+        var grps = x.highlight.ctGroups || [];
+        for (var i = 0; i < grps.length; i++) {
+          crosstalk.group(grps[i]).var('plotlySelectionColour')
+            .set(picker.colourpicker('value'));
+        }
+        picker.on("change", function() {
+          for (var i = 0; i < grps.length; i++) {
+            crosstalk.group(grps[i]).var('plotlySelectionColour')
+              .set(picker.colourpicker('value'));
+          }
+        });
+      }
+    }
+    
+    // if no plot exists yet, create one with a particular configuration
+    if (!instance.plotly) {
+      
+      var plot = Plotly.newPlot(graphDiv, x);
+      instance.plotly = true;
+      
+    } else if (x.layout.transition) {
+      
+      var plot = Plotly.react(graphDiv, x);
+    
+    } else {
+      
+      // this is essentially equivalent to Plotly.newPlot(), but avoids creating 
+      // a new webgl context
+      // https://github.com/plotly/plotly.js/blob/2b24f9def901831e61282076cf3f835598d56f0e/src/plot_api/plot_api.js#L531-L532
+
+      // TODO: restore crosstalk selections?
+      Plotly.purge(graphDiv);
+      // TODO: why is this necessary to get crosstalk working?
+      graphDiv.data = undefined;
+      graphDiv.layout = undefined;
+      var plot = Plotly.newPlot(graphDiv, x);
+    }
+    
+    // Trigger plotly.js calls defined via `plotlyProxy()`
+    plot.then(function() {
+      if (HTMLWidgets.shinyMode) {
+        Shiny.addCustomMessageHandler("plotly-calls", function(msg) {
+          var gd = document.getElementById(msg.id);
+          if (!gd) {
+            throw new Error("Couldn't find plotly graph with id: " + msg.id);
+          }
+          // This isn't an official plotly.js method, but it's the only current way to 
+          // change just the configuration of a plot 
+          // https://community.plot.ly/t/update-config-function/9057
+          if (msg.method == "reconfig") {
+            Plotly.react(gd, gd.data, gd.layout, msg.args);
+            return;
+          }
+          if (!Plotly[msg.method]) {
+            throw new Error("Unknown method " + msg.method);
+          }
+          var args = [gd].concat(msg.args);
+          Plotly[msg.method].apply(null, args);
+        });
+      }
+      
+      // plotly's mapbox API doesn't currently support setting bounding boxes
+      // https://www.mapbox.com/mapbox-gl-js/example/fitbounds/
+      // so we do this manually...
+      // TODO: make sure this triggers on a redraw and relayout as well as on initial draw
+      var mapboxIDs = graphDiv._fullLayout._subplots.mapbox || [];
+      for (var i = 0; i < mapboxIDs.length; i++) {
+        var id = mapboxIDs[i];
+        var mapOpts = x.layout[id] || {};
+        var args = mapOpts._fitBounds || {};
+        if (!args) {
+          continue;
+        }
+        var mapObj = graphDiv._fullLayout[id]._subplot.map;
+        mapObj.fitBounds(args.bounds, args.options);
+      }
+      
+    });
+    
+    // Attach attributes (e.g., "key", "z") to plotly event data
+    function eventDataWithKey(eventData) {
+      if (eventData === undefined || !eventData.hasOwnProperty("points")) {
+        return null;
+      }
+      return eventData.points.map(function(pt) {
+        var obj = {
+          curveNumber: pt.curveNumber, 
+          pointNumber: pt.pointNumber, 
+          x: pt.x,
+          y: pt.y
+        };
+        
+        // If 'z' is reported with the event data, then use it!
+        if (pt.hasOwnProperty("z")) {
+          obj.z = pt.z;
+        }
+        
+        if (pt.hasOwnProperty("customdata")) {
+          obj.customdata = pt.customdata;
+        }
+        
+        /* 
+          TL;DR: (I think) we have to select the graph div (again) to attach keys...
+          
+          Why? Remember that crosstalk will dynamically add/delete traces 
+          (see traceManager.prototype.updateSelection() below)
+          For this reason, we can't simply grab keys from x.data (like we did previously)
+          Moreover, we can't use _fullData, since that doesn't include 
+          unofficial attributes. It's true that click/hover events fire with 
+          pt.data, but drag events don't...
+        */
+        var gd = document.getElementById(el.id);
+        var trace = gd.data[pt.curveNumber];
+        
+        if (!trace._isSimpleKey) {
+          var attrsToAttach = ["key"];
+        } else {
+          // simple keys fire the whole key
+          obj.key = trace.key;
+          var attrsToAttach = [];
+        }
+        
+        for (var i = 0; i < attrsToAttach.length; i++) {
+          var attr = trace[attrsToAttach[i]];
+          if (Array.isArray(attr)) {
+            if (typeof pt.pointNumber === "number") {
+              obj[attrsToAttach[i]] = attr[pt.pointNumber];
+            } else if (Array.isArray(pt.pointNumber)) {
+              obj[attrsToAttach[i]] = attr[pt.pointNumber[0]][pt.pointNumber[1]];
+            } else if (Array.isArray(pt.pointNumbers)) {
+              obj[attrsToAttach[i]] = pt.pointNumbers.map(function(idx) { return attr[idx]; });
+            }
+          }
+        }
+        return obj;
+      });
+    }
+    
+    
+    var legendEventData = function(d) {
+      // if legendgroup is not relevant just return the trace
+      var trace = d.data[d.curveNumber];
+      if (!trace.legendgroup) return trace;
+      
+      // if legendgroup was specified, return all traces that match the group
+      var legendgrps = d.data.map(function(trace){ return trace.legendgroup; });
+      var traces = [];
+      for (i = 0; i < legendgrps.length; i++) {
+        if (legendgrps[i] == trace.legendgroup) {
+          traces.push(d.data[i]);
+        }
+      }
+      
+      return traces;
+    };
+
+    
+    // send user input event data to shiny
+    if (HTMLWidgets.shinyMode && Shiny.setInputValue) {
+      
+      // Some events clear other input values
+      // TODO: always register these?
+      var eventClearMap = {
+        plotly_deselect: ["plotly_selected", "plotly_selecting", "plotly_brushed", "plotly_brushing", "plotly_click"],
+        plotly_unhover: ["plotly_hover"],
+        plotly_doubleclick: ["plotly_click"]
+      };
+    
+      Object.keys(eventClearMap).map(function(evt) {
+        graphDiv.on(evt, function() {
+          var inputsToClear = eventClearMap[evt];
+          inputsToClear.map(function(input) {
+            Shiny.setInputValue(input + "-" + x.source, null, {priority: "event"});
+          });
+        });
+      });
+      
+      var eventDataFunctionMap = {
+        plotly_click: eventDataWithKey,
+        plotly_sunburstclick: eventDataWithKey,
+        plotly_hover: eventDataWithKey,
+        plotly_unhover: eventDataWithKey,
+        // If 'plotly_selected' has already been fired, and you click
+        // on the plot afterwards, this event fires `undefined`?!?
+        // That might be considered a plotly.js bug, but it doesn't make 
+        // sense for this input change to occur if `d` is falsy because,
+        // even in the empty selection case, `d` is truthy (an object),
+        // and the 'plotly_deselect' event will reset this input
+        plotly_selected: function(d) { if (d) { return eventDataWithKey(d); } },
+        plotly_selecting: function(d) { if (d) { return eventDataWithKey(d); } },
+        plotly_brushed: function(d) {
+          if (d) { return d.range ? d.range : d.lassoPoints; }
+        },
+        plotly_brushing: function(d) {
+          if (d) { return d.range ? d.range : d.lassoPoints; }
+        },
+        plotly_legendclick: legendEventData,
+        plotly_legenddoubleclick: legendEventData,
+        plotly_clickannotation: function(d) { return d.fullAnnotation }
+      };
+      
+      var registerShinyValue = function(event) {
+        var eventDataPreProcessor = eventDataFunctionMap[event] || function(d) { return d ? d : el.id };
+        // some events are unique to the R package
+        var plotlyJSevent = (event == "plotly_brushed") ? "plotly_selected" : (event == "plotly_brushing") ? "plotly_selecting" : event;
+        // register the event
+        graphDiv.on(plotlyJSevent, function(d) {
+          Shiny.setInputValue(
+            event + "-" + x.source,
+            JSON.stringify(eventDataPreProcessor(d)),
+            {priority: "event"}
+          );
+        });
+      }
+    
+      var shinyEvents = x.shinyEvents || [];
+      shinyEvents.map(registerShinyValue);
+    }
+    
+    // Given an array of {curveNumber: x, pointNumber: y} objects,
+    // return a hash of {
+    //   set1: {value: [key1, key2, ...], _isSimpleKey: false}, 
+    //   set2: {value: [key3, key4, ...], _isSimpleKey: false}
+    // }
+    function pointsToKeys(points) {
+      var keysBySet = {};
+      for (var i = 0; i < points.length; i++) {
+        
+        var trace = graphDiv.data[points[i].curveNumber];
+        if (!trace.key || !trace.set) {
+          continue;
+        }
+        
+        // set defaults for this keySet
+        // note that we don't track the nested property (yet) since we always 
+        // emit the union -- http://cpsievert.github.io/talks/20161212b/#21
+        keysBySet[trace.set] = keysBySet[trace.set] || {
+          value: [],
+          _isSimpleKey: trace._isSimpleKey
+        };
+        
+        // Use pointNumber by default, but aggregated traces should emit pointNumbers
+        var ptNum = points[i].pointNumber;
+        var hasPtNum = typeof ptNum === "number";
+        var ptNum = hasPtNum ? ptNum : points[i].pointNumbers;
+        
+        // selecting a point of a "simple" trace means: select the 
+        // entire key attached to this trace, which is useful for,
+        // say clicking on a fitted line to select corresponding observations 
+        var key = trace._isSimpleKey ? trace.key : Array.isArray(ptNum) ? ptNum.map(function(idx) { return trace.key[idx]; }) : trace.key[ptNum];
+        // http://stackoverflow.com/questions/10865025/merge-flatten-an-array-of-arrays-in-javascript
+        var keyFlat = trace._isNestedKey ? [].concat.apply([], key) : key;
+        
+        // TODO: better to only add new values?
+        keysBySet[trace.set].value = keysBySet[trace.set].value.concat(keyFlat);
+      }
+      
+      return keysBySet;
+    }
+    
+    
+    x.highlight.color = x.highlight.color || [];
+    // make sure highlight color is an array
+    if (!Array.isArray(x.highlight.color)) {
+      x.highlight.color = [x.highlight.color];
+    }
+
+    var traceManager = new TraceManager(graphDiv, x.highlight);
+
+    // Gather all *unique* sets.
+    var allSets = [];
+    for (var curveIdx = 0; curveIdx < x.data.length; curveIdx++) {
+      var newSet = x.data[curveIdx].set;
+      if (newSet) {
+        if (allSets.indexOf(newSet) === -1) {
+          allSets.push(newSet);
+        }
+      }
+    }
+
+    // register event listeners for all sets
+    for (var i = 0; i < allSets.length; i++) {
+      
+      var set = allSets[i];
+      var selection = new crosstalk.SelectionHandle(set);
+      var filter = new crosstalk.FilterHandle(set);
+      
+      var filterChange = function(e) {
+        removeBrush(el);
+        traceManager.updateFilter(set, e.value);
+      };
+      filter.on("change", filterChange);
+      
+      
+      var selectionChange = function(e) {
+        
+        // Workaround for 'plotly_selected' now firing previously selected
+        // points (in addition to new ones) when holding shift key. In our case,
+        // we just want the new keys 
+        if (x.highlight.on === "plotly_selected" && x.highlight.persistentShift) {
+          // https://stackoverflow.com/questions/1187518/how-to-get-the-difference-between-two-arrays-in-javascript
+          Array.prototype.diff = function(a) {
+              return this.filter(function(i) {return a.indexOf(i) < 0;});
+          };
+          e.value = e.value.diff(e.oldValue);
+        }
+        
+        // array of "event objects" tracking the selection history
+        // this is used to avoid adding redundant selections
+        var selectionHistory = crosstalk.var("plotlySelectionHistory").get() || [];
+        
+        // Construct an event object "defining" the current event. 
+        var event = {
+          receiverID: traceManager.gd.id,
+          plotlySelectionColour: crosstalk.group(set).var("plotlySelectionColour").get()
+        };
+        event[set] = e.value;
+        // TODO: is there a smarter way to check object equality?
+        if (selectionHistory.length > 0) {
+          var ev = JSON.stringify(event);
+          for (var i = 0; i < selectionHistory.length; i++) {
+            var sel = JSON.stringify(selectionHistory[i]);
+            if (sel == ev) {
+              return;
+            }
+          }
+        }
+        
+        // accumulate history for persistent selection
+        if (!x.highlight.persistent) {
+          selectionHistory = [event];
+        } else {
+          selectionHistory.push(event);
+        }
+        crosstalk.var("plotlySelectionHistory").set(selectionHistory);
+        
+        // do the actual updating of traces, frames, and the selectize widget
+        traceManager.updateSelection(set, e.value);
+        // https://github.com/selectize/selectize.js/blob/master/docs/api.md#methods_items
+        if (x.selectize) {
+          if (!x.highlight.persistent || e.value === null) {
+            selectize.clear(true);
+          }
+          selectize.addItems(e.value, true);
+          selectize.close();
+        }
+      }
+      selection.on("change", selectionChange);
+      
+      // Set a crosstalk variable selection value, triggering an update
+      var turnOn = function(e) {
+        if (e) {
+          var selectedKeys = pointsToKeys(e.points);
+          // Keys are group names, values are array of selected keys from group.
+          for (var set in selectedKeys) {
+            if (selectedKeys.hasOwnProperty(set)) {
+              selection.set(selectedKeys[set].value, {sender: el});
+            }
+          }
+        }
+      };
+      if (x.highlight.debounce > 0) {
+        turnOn = debounce(turnOn, x.highlight.debounce);
+      }
+      graphDiv.on(x.highlight.on, turnOn);
+      
+      graphDiv.on(x.highlight.off, function turnOff(e) {
+        // remove any visual clues
+        removeBrush(el);
+        // remove any selection history
+        crosstalk.var("plotlySelectionHistory").set(null);
+        // trigger the actual removal of selection traces
+        selection.set(null, {sender: el});
+      });
+          
+      // register a callback for selectize so that there is bi-directional
+      // communication between the widget and direct manipulation events
+      if (x.selectize) {
+        var selectizeID = Object.keys(x.selectize)[i];
+        var items = x.selectize[selectizeID].items;
+        var first = [{value: "", label: "(All)"}];
+        var opts = {
+          options: first.concat(items),
+          searchField: "label",
+          valueField: "value",
+          labelField: "label",
+          maxItems: 50
+        };
+        var select = $("#" + selectizeID).find("select")[0];
+        var selectize = $(select).selectize(opts)[0].selectize;
+        // NOTE: this callback is triggered when *directly* altering 
+        // dropdown items
+        selectize.on("change", function() {
+          var currentItems = traceManager.groupSelections[set] || [];
+          if (!x.highlight.persistent) {
+            removeBrush(el);
+            for (var i = 0; i < currentItems.length; i++) {
+              selectize.removeItem(currentItems[i], true);
+            }
+          }
+          var newItems = selectize.items.filter(function(idx) { 
+            return currentItems.indexOf(idx) < 0;
+          });
+          if (newItems.length > 0) {
+            traceManager.updateSelection(set, newItems);
+          } else {
+            // Item has been removed...
+            // TODO: this logic won't work for dynamically changing palette 
+            traceManager.updateSelection(set, null);
+            traceManager.updateSelection(set, selectize.items);
+          }
+        });
+      }
+    } // end of selectionChange
+    
+  } // end of renderValue
+}); // end of widget definition
+
+/**
+ * @param graphDiv The Plotly graph div
+ * @param highlight An object with options for updating selection(s)
+ */
+function TraceManager(graphDiv, highlight) {
+  // The Plotly graph div
+  this.gd = graphDiv;
+
+  // Preserve the original data.
+  // TODO: try using Lib.extendFlat() as done in  
+  // https://github.com/plotly/plotly.js/pull/1136 
+  this.origData = JSON.parse(JSON.stringify(graphDiv.data));
+  
+  // avoid doing this over and over
+  this.origOpacity = [];
+  for (var i = 0; i < this.origData.length; i++) {
+    this.origOpacity[i] = this.origData[i].opacity === 0 ? 0 : (this.origData[i].opacity || 1);
+  }
+
+  // key: group name, value: null or array of keys representing the
+  // most recently received selection for that group.
+  this.groupSelections = {};
+  
+  // selection parameters (e.g., transient versus persistent selection)
+  this.highlight = highlight;
+}
+
+TraceManager.prototype.close = function() {
+  // TODO: Unhook all event handlers
+};
+
+TraceManager.prototype.updateFilter = function(group, keys) {
+
+  if (typeof(keys) === "undefined" || keys === null) {
+    
+    this.gd.data = JSON.parse(JSON.stringify(this.origData));
+    
+  } else {
+  
+    var traces = [];
+    for (var i = 0; i < this.origData.length; i++) {
+      var trace = this.origData[i];
+      if (!trace.key || trace.set !== group) {
+        continue;
+      }
+      var matchFunc = getMatchFunc(trace);
+      var matches = matchFunc(trace.key, keys);
+      
+      if (matches.length > 0) {
+        if (!trace._isSimpleKey) {
+          // subsetArrayAttrs doesn't mutate trace (it makes a modified clone)
+          trace = subsetArrayAttrs(trace, matches);
+        }
+        traces.push(trace);
+      }
+    }
+  }
+  
+  this.gd.data = traces;
+  Plotly.redraw(this.gd);
+  
+  // NOTE: we purposely do _not_ restore selection(s), since on filter,
+  // axis likely will update, changing the pixel -> data mapping, leading 
+  // to a likely mismatch in the brush outline and highlighted marks
+  
+};
+
+TraceManager.prototype.updateSelection = function(group, keys) {
+  
+  if (keys !== null && !Array.isArray(keys)) {
+    throw new Error("Invalid keys argument; null or array expected");
+  }
+  
+  // if selection has been cleared, or if this is transient
+  // selection, delete the "selection traces"
+  var nNewTraces = this.gd.data.length - this.origData.length;
+  if (keys === null || !this.highlight.persistent && nNewTraces > 0) {
+    var tracesToRemove = [];
+    for (var i = 0; i < this.gd.data.length; i++) {
+      if (this.gd.data[i]._isCrosstalkTrace) tracesToRemove.push(i);
+    }
+    Plotly.deleteTraces(this.gd, tracesToRemove);
+    this.groupSelections[group] = keys;
+  } else {
+    // add to the groupSelection, rather than overwriting it
+    // TODO: can this be removed?
+    this.groupSelections[group] = this.groupSelections[group] || [];
+    for (var i = 0; i < keys.length; i++) {
+      var k = keys[i];
+      if (this.groupSelections[group].indexOf(k) < 0) {
+        this.groupSelections[group].push(k);
+      }
+    }
+  }
+  
+  if (keys === null) {
+    
+    Plotly.restyle(this.gd, {"opacity": this.origOpacity});
+    
+  } else if (keys.length >= 1) {
+    
+    // placeholder for new "selection traces"
+    var traces = [];
+    // this variable is set in R/highlight.R
+    var selectionColour = crosstalk.group(group).var("plotlySelectionColour").get() || 
+      this.highlight.color[0];
+
+    for (var i = 0; i < this.origData.length; i++) {
+      // TODO: try using Lib.extendFlat() as done in  
+      // https://github.com/plotly/plotly.js/pull/1136 
+      var trace = JSON.parse(JSON.stringify(this.gd.data[i]));
+      if (!trace.key || trace.set !== group) {
+        continue;
+      }
+      // Get sorted array of matching indices in trace.key
+      var matchFunc = getMatchFunc(trace);
+      var matches = matchFunc(trace.key, keys);
+      
+      if (matches.length > 0) {
+        // If this is a "simple" key, that means select the entire trace
+        if (!trace._isSimpleKey) {
+          trace = subsetArrayAttrs(trace, matches);
+        }
+        // reach into the full trace object so we can properly reflect the 
+        // selection attributes in every view
+        var d = this.gd._fullData[i];
+        
+        /* 
+        / Recursively inherit selection attributes from various sources, 
+        / in order of preference:
+        /  (1) official plotly.js selected attribute
+        /  (2) highlight(selected = attrs_selected(...))
+        */
+        // TODO: it would be neat to have a dropdown to dynamically specify these!
+        $.extend(true, trace, this.highlight.selected);
+        
+        // if it is defined, override color with the "dynamic brush color""
+        if (d.marker) {
+          trace.marker = trace.marker || {};
+          trace.marker.color =  selectionColour || trace.marker.color || d.marker.color;
+        }
+        if (d.line) {
+          trace.line = trace.line || {};
+          trace.line.color =  selectionColour || trace.line.color || d.line.color;
+        }
+        if (d.textfont) {
+          trace.textfont = trace.textfont || {};
+          trace.textfont.color =  selectionColour || trace.textfont.color || d.textfont.color;
+        }
+        if (d.fillcolor) {
+          // TODO: should selectionColour inherit alpha from the existing fillcolor?
+          trace.fillcolor = selectionColour || trace.fillcolor || d.fillcolor;
+        }
+        // attach a sensible name/legendgroup
+        trace.name = trace.name || keys.join("<br />");
+        trace.legendgroup = trace.legendgroup || keys.join("<br />");
+        
+        // keep track of mapping between this new trace and the trace it targets
+        // (necessary for updating frames to reflect the selection traces)
+        trace._originalIndex = i;
+        trace._newIndex = this.gd._fullData.length + traces.length;
+        trace._isCrosstalkTrace = true;
+        traces.push(trace);
+      }
+    }
+    
+    if (traces.length > 0) {
+      
+      Plotly.addTraces(this.gd, traces).then(function(gd) {
+        // incrementally add selection traces to frames
+        // (this is heavily inspired by Plotly.Plots.modifyFrames() 
+        // in src/plots/plots.js)
+        var _hash = gd._transitionData._frameHash;
+        var _frames = gd._transitionData._frames || [];
+        
+        for (var i = 0; i < _frames.length; i++) {
+          
+          // add to _frames[i].traces *if* this frame references selected trace(s)
+          var newIndices = [];
+          for (var j = 0; j < traces.length; j++) {
+            var tr = traces[j];
+            if (_frames[i].traces.indexOf(tr._originalIndex) > -1) {
+              newIndices.push(tr._newIndex);
+              _frames[i].traces.push(tr._newIndex);
+            }
+          }
+          
+          // nothing to do...
+          if (newIndices.length === 0) {
+            continue;
+          }
+          
+          var ctr = 0;
+          var nFrameTraces = _frames[i].data.length;
+          
+          for (var j = 0; j < nFrameTraces; j++) {
+            var frameTrace = _frames[i].data[j];
+            if (!frameTrace.key || frameTrace.set !== group) {
+              continue;
+            }
+            
+            var matchFunc = getMatchFunc(frameTrace);
+            var matches = matchFunc(frameTrace.key, keys);
+            
+            if (matches.length > 0) {
+              if (!trace._isSimpleKey) {
+                frameTrace = subsetArrayAttrs(frameTrace, matches);
+              }
+              var d = gd._fullData[newIndices[ctr]];
+              if (d.marker) {
+                frameTrace.marker = d.marker;
+              }
+              if (d.line) {
+                frameTrace.line = d.line;
+              }
+              if (d.textfont) {
+                frameTrace.textfont = d.textfont;
+              }
+              ctr = ctr + 1;
+              _frames[i].data.push(frameTrace);
+            }
+          }
+          
+          // update gd._transitionData._frameHash
+          _hash[_frames[i].name] = _frames[i];
+        }
+      
+      });
+      
+      // dim traces that have a set matching the set of selection sets
+      var tracesToDim = [],
+          opacities = [],
+          sets = Object.keys(this.groupSelections),
+          n = this.origData.length;
+          
+      for (var i = 0; i < n; i++) {
+        var opacity = this.origOpacity[i] || 1;
+        // have we already dimmed this trace? Or is this even worth doing?
+        if (opacity !== this.gd._fullData[i].opacity || this.highlight.opacityDim === 1) {
+          continue;
+        }
+        // is this set an element of the set of selection sets?
+        var matches = findMatches(sets, [this.gd.data[i].set]);
+        if (matches.length) {
+          tracesToDim.push(i);
+          opacities.push(opacity * this.highlight.opacityDim);
+        }
+      }
+      
+      if (tracesToDim.length > 0) {
+        Plotly.restyle(this.gd, {"opacity": opacities}, tracesToDim);
+        // turn off the selected/unselected API
+        Plotly.restyle(this.gd, {"selectedpoints": null});
+      }
+      
+    }
+    
+  }
+};
+
+/* 
+Note: in all of these match functions, we assume needleSet (i.e. the selected keys)
+is a 1D (or flat) array. The real difference is the meaning of haystack.
+findMatches() does the usual thing you'd expect for 
+linked brushing on a scatterplot matrix. findSimpleMatches() returns a match iff 
+haystack is a subset of the needleSet. findNestedMatches() returns 
+*/
+
+function getMatchFunc(trace) {
+  return (trace._isNestedKey) ? findNestedMatches : 
+    (trace._isSimpleKey) ? findSimpleMatches : findMatches;
+}
+
+// find matches for "flat" keys
+function findMatches(haystack, needleSet) {
+  var matches = [];
+  haystack.forEach(function(obj, i) {
+    if (obj === null || needleSet.indexOf(obj) >= 0) {
+      matches.push(i);
+    }
+  });
+  return matches;
+}
+
+// find matches for "simple" keys
+function findSimpleMatches(haystack, needleSet) {
+  var match = haystack.every(function(val) {
+    return val === null || needleSet.indexOf(val) >= 0;
+  });
+  // yes, this doesn't make much sense other than conforming 
+  // to the output type of the other match functions
+  return (match) ? [0] : []
+}
+
+// find matches for a "nested" haystack (2D arrays)
+function findNestedMatches(haystack, needleSet) {
+  var matches = [];
+  for (var i = 0; i < haystack.length; i++) {
+    var hay = haystack[i];
+    var match = hay.every(function(val) { 
+      return val === null || needleSet.indexOf(val) >= 0; 
+    });
+    if (match) {
+      matches.push(i);
+    }
+  }
+  return matches;
+}
+
+function isPlainObject(obj) {
+  return (
+    Object.prototype.toString.call(obj) === '[object Object]' &&
+    Object.getPrototypeOf(obj) === Object.prototype
+  );
+}
+
+function subsetArrayAttrs(obj, indices) {
+  var newObj = {};
+  Object.keys(obj).forEach(function(k) {
+    var val = obj[k];
+
+    if (k.charAt(0) === "_") {
+      newObj[k] = val;
+    } else if (k === "transforms" && Array.isArray(val)) {
+      newObj[k] = val.map(function(transform) {
+        return subsetArrayAttrs(transform, indices);
+      });
+    } else if (k === "colorscale" && Array.isArray(val)) {
+      newObj[k] = val;
+    } else if (isPlainObject(val)) {
+      newObj[k] = subsetArrayAttrs(val, indices);
+    } else if (Array.isArray(val)) {
+      newObj[k] = subsetArray(val, indices);
+    } else {
+      newObj[k] = val;
+    }
+  });
+  return newObj;
+}
+
+function subsetArray(arr, indices) {
+  var result = [];
+  for (var i = 0; i < indices.length; i++) {
+    result.push(arr[indices[i]]);
+  }
+  return result;
+}
+
+// Convenience function for removing plotly's brush 
+function removeBrush(el) {
+  var outlines = el.querySelectorAll(".select-outline");
+  for (var i = 0; i < outlines.length; i++) {
+    outlines[i].remove();
+  }
+}
+
+
+// https://davidwalsh.name/javascript-debounce-function
+
+// Returns a function, that, as long as it continues to be invoked, will not
+// be triggered. The function will be called after it stops being called for
+// N milliseconds. If `immediate` is passed, trigger the function on the
+// leading edge, instead of the trailing.
+function debounce(func, wait, immediate) {
+	var timeout;
+	return function() {
+		var context = this, args = arguments;
+		var later = function() {
+			timeout = null;
+			if (!immediate) func.apply(context, args);
+		};
+		var callNow = immediate && !timeout;
+		clearTimeout(timeout);
+		timeout = setTimeout(later, wait);
+		if (callNow) func.apply(context, args);
+	};
+};
+</script>
+<script>(function(global){"use strict";var undefined=void 0;var MAX_ARRAY_LENGTH=1e5;function Type(v){switch(typeof v){case"undefined":return"undefined";case"boolean":return"boolean";case"number":return"number";case"string":return"string";default:return v===null?"null":"object"}}function Class(v){return Object.prototype.toString.call(v).replace(/^\[object *|\]$/g,"")}function IsCallable(o){return typeof o==="function"}function ToObject(v){if(v===null||v===undefined)throw TypeError();return Object(v)}function ToInt32(v){return v>>0}function ToUint32(v){return v>>>0}var LN2=Math.LN2,abs=Math.abs,floor=Math.floor,log=Math.log,max=Math.max,min=Math.min,pow=Math.pow,round=Math.round;(function(){var orig=Object.defineProperty;var dom_only=!function(){try{return Object.defineProperty({},"x",{})}catch(_){return false}}();if(!orig||dom_only){Object.defineProperty=function(o,prop,desc){if(orig)try{return orig(o,prop,desc)}catch(_){}if(o!==Object(o))throw TypeError("Object.defineProperty called 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packU8Clamped(n){n=round(Number(n));return[n<0?0:n>255?255:n&255]}function packI16(n){return[n>>8&255,n&255]}function unpackI16(bytes){return as_signed(bytes[0]<<8|bytes[1],16)}function packU16(n){return[n>>8&255,n&255]}function unpackU16(bytes){return as_unsigned(bytes[0]<<8|bytes[1],16)}function packI32(n){return[n>>24&255,n>>16&255,n>>8&255,n&255]}function unpackI32(bytes){return as_signed(bytes[0]<<24|bytes[1]<<16|bytes[2]<<8|bytes[3],32)}function packU32(n){return[n>>24&255,n>>16&255,n>>8&255,n&255]}function unpackU32(bytes){return as_unsigned(bytes[0]<<24|bytes[1]<<16|bytes[2]<<8|bytes[3],32)}function packIEEE754(v,ebits,fbits){var bias=(1<<ebits-1)-1,s,e,f,ln,i,bits,str,bytes;function roundToEven(n){var w=floor(n),f=n-w;if(f<.5)return w;if(f>.5)return w+1;return w%2?w+1:w}if(v!==v){e=(1<<ebits)-1;f=pow(2,fbits-1);s=0}else if(v===Infinity||v===-Infinity){e=(1<<ebits)-1;f=0;s=v<0?1:0}else if(v===0){e=0;f=0;s=1/v===-Infinity?1:0}else{s=v<0;v=abs(v);if(v>=pow(2,1-bias)){e=min(floor(log(v)/LN2),1023);f=roundToEven(v/pow(2,e)*pow(2,fbits));if(f/pow(2,fbits)>=2){e=e+1;f=1}if(e>bias){e=(1<<ebits)-1;f=0}else{e=e+bias;f=f-pow(2,fbits)}}else{e=0;f=roundToEven(v/pow(2,1-bias-fbits))}}bits=[];for(i=fbits;i;i-=1){bits.push(f%2?1:0);f=floor(f/2)}for(i=ebits;i;i-=1){bits.push(e%2?1:0);e=floor(e/2)}bits.push(s?1:0);bits.reverse();str=bits.join("");bytes=[];while(str.length){bytes.push(parseInt(str.substring(0,8),2));str=str.substring(8)}return bytes}function unpackIEEE754(bytes,ebits,fbits){var bits=[],i,j,b,str,bias,s,e,f;for(i=bytes.length;i;i-=1){b=bytes[i-1];for(j=8;j;j-=1){bits.push(b%2?1:0);b=b>>1}}bits.reverse();str=bits.join("");bias=(1<<ebits-1)-1;s=parseInt(str.substring(0,1),2)?-1:1;e=parseInt(str.substring(1,1+ebits),2);f=parseInt(str.substring(1+ebits),2);if(e===(1<<ebits)-1){return f!==0?NaN:s*Infinity}else if(e>0){return s*pow(2,e-bias)*(1+f/pow(2,fbits))}else if(f!==0){return s*pow(2,-(bias-1))*(f/pow(2,fbits))}else{return s<0?-0:0}}function unpackF64(b){return unpackIEEE754(b,11,52)}function packF64(v){return packIEEE754(v,11,52)}function unpackF32(b){return unpackIEEE754(b,8,23)}function packF32(v){return packIEEE754(v,8,23)}(function(){function ArrayBuffer(length){length=ToInt32(length);if(length<0)throw RangeError("ArrayBuffer size is not a small enough positive integer.");Object.defineProperty(this,"byteLength",{value:length});Object.defineProperty(this,"_bytes",{value:Array(length)});for(var i=0;i<length;i+=1)this._bytes[i]=0}global.ArrayBuffer=global.ArrayBuffer||ArrayBuffer;function $TypedArray$(){if(!arguments.length||typeof arguments[0]!=="object"){return function(length){length=ToInt32(length);if(length<0)throw RangeError("length is not a small enough positive 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ArrayBuffer||Class(arguments[0])==="ArrayBuffer")){return function(array){var byteLength=array.length*this.BYTES_PER_ELEMENT;Object.defineProperty(this,"buffer",{value:new ArrayBuffer(byteLength)});Object.defineProperty(this,"byteLength",{value:byteLength});Object.defineProperty(this,"byteOffset",{value:0});Object.defineProperty(this,"length",{value:array.length});for(var i=0;i<this.length;i+=1){var s=array[i];this._setter(i,Number(s))}}.apply(this,arguments)}if(arguments.length>=1&&Type(arguments[0])==="object"&&(arguments[0]instanceof ArrayBuffer||Class(arguments[0])==="ArrayBuffer")){return function(buffer,byteOffset,length){byteOffset=ToUint32(byteOffset);if(byteOffset>buffer.byteLength)throw RangeError("byteOffset out of range");if(byteOffset%this.BYTES_PER_ELEMENT)throw RangeError("buffer length minus the byteOffset is not a multiple of the element size.");if(length===undefined){var byteLength=buffer.byteLength-byteOffset;if(byteLength%this.BYTES_PER_ELEMENT)throw RangeError("length of buffer minus byteOffset not a multiple of the element size");length=byteLength/this.BYTES_PER_ELEMENT}else{length=ToUint32(length);byteLength=length*this.BYTES_PER_ELEMENT}if(byteOffset+byteLength>buffer.byteLength)throw RangeError("byteOffset and length reference an area beyond the end of the buffer");Object.defineProperty(this,"buffer",{value:buffer});Object.defineProperty(this,"byteLength",{value:byteLength});Object.defineProperty(this,"byteOffset",{value:byteOffset});Object.defineProperty(this,"length",{value:length})}.apply(this,arguments)}throw TypeError()}Object.defineProperty($TypedArray$,"from",{value:function(iterable){return new this(iterable)}});Object.defineProperty($TypedArray$,"of",{value:function(){return new this(arguments)}});var $TypedArrayPrototype$={};$TypedArray$.prototype=$TypedArrayPrototype$;Object.defineProperty($TypedArray$.prototype,"_getter",{value:function(index){if(arguments.length<1)throw SyntaxError("Not enough 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this.constructor(res)}});Object.defineProperty($TypedArray$.prototype,"find",{value:function(predicate){var o=ToObject(this);var lenValue=o.length;var len=ToUint32(lenValue);if(!IsCallable(predicate))throw TypeError();var t=arguments.length>1?arguments[1]:undefined;var k=0;while(k<len){var kValue=o._getter(k);var testResult=predicate.call(t,kValue,k,o);if(Boolean(testResult))return kValue;++k}return undefined}});Object.defineProperty($TypedArray$.prototype,"findIndex",{value:function(predicate){var o=ToObject(this);var lenValue=o.length;var len=ToUint32(lenValue);if(!IsCallable(predicate))throw TypeError();var t=arguments.length>1?arguments[1]:undefined;var k=0;while(k<len){var kValue=o._getter(k);var testResult=predicate.call(t,kValue,k,o);if(Boolean(testResult))return k;++k}return-1}});Object.defineProperty($TypedArray$.prototype,"forEach",{value:function(callbackfn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var 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tmp.join(separator===undefined?",":separator)}});Object.defineProperty($TypedArray$.prototype,"lastIndexOf",{value:function(searchElement){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);if(len===0)return-1;var n=len;if(arguments.length>1){n=Number(arguments[1]);if(n!==n){n=0}else if(n!==0&&n!==1/0&&n!==-(1/0)){n=(n>0||-1)*floor(abs(n))}}var k=n>=0?min(n,len-1):len-abs(n);for(;k>=0;k--){if(t._getter(k)===searchElement)return k}return-1}});Object.defineProperty($TypedArray$.prototype,"map",{value:function(callbackfn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);if(!IsCallable(callbackfn))throw TypeError();var res=[];res.length=len;var thisp=arguments[1];for(var i=0;i<len;i++)res[i]=callbackfn.call(thisp,t._getter(i),i,t);return new this.constructor(res)}});Object.defineProperty($TypedArray$.prototype,"reduce",{value:function(callbackfn){if(this===undefined||this===null)throw 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t=Object(this);var len=ToUint32(t.length);var half=floor(len/2);for(var i=0,j=len-1;i<half;++i,--j){var tmp=t._getter(i);t._setter(i,t._getter(j));t._setter(j,tmp)}return t}});Object.defineProperty($TypedArray$.prototype,"set",{value:function(index,value){if(arguments.length<1)throw SyntaxError("Not enough arguments");var array,sequence,offset,len,i,s,d,byteOffset,byteLength,tmp;if(typeof arguments[0]==="object"&&arguments[0].constructor===this.constructor){array=arguments[0];offset=ToUint32(arguments[1]);if(offset+array.length>this.length){throw RangeError("Offset plus length of array is out of 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k=relativeStart<0?max(len+relativeStart,0):min(relativeStart,len);var relativeEnd=end===undefined?len:ToInt32(end);var final=relativeEnd<0?max(len+relativeEnd,0):min(relativeEnd,len);var count=final-k;var c=o.constructor;var a=new c(count);var n=0;while(k<final){var kValue=o._getter(k);a._setter(n,kValue);++k;++n}return a}});Object.defineProperty($TypedArray$.prototype,"some",{value:function(callbackfn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);if(!IsCallable(callbackfn))throw TypeError();var thisp=arguments[1];for(var i=0;i<len;i++){if(callbackfn.call(thisp,t._getter(i),i,t)){return true}}return false}});Object.defineProperty($TypedArray$.prototype,"sort",{value:function(comparefn){if(this===undefined||this===null)throw TypeError();var t=Object(this);var len=ToUint32(t.length);var tmp=Array(len);for(var i=0;i<len;++i)tmp[i]=t._getter(i);if(comparefn)tmp.sort(comparefn);else tmp.sort();for(i=0;i<len;++i)t._setter(i,tmp[i]);return t}});Object.defineProperty($TypedArray$.prototype,"subarray",{value:function(start,end){function clamp(v,min,max){return v<min?min:v>max?max:v}start=ToInt32(start);end=ToInt32(end);if(arguments.length<1){start=0}if(arguments.length<2){end=this.length}if(start<0){start=this.length+start}if(end<0){end=this.length+end}start=clamp(start,0,this.length);end=clamp(end,0,this.length);var len=end-start;if(len<0){len=0}return new this.constructor(this.buffer,this.byteOffset+start*this.BYTES_PER_ELEMENT,len)}});function makeTypedArray(elementSize,pack,unpack){var TypedArray=function(){Object.defineProperty(this,"constructor",{value:TypedArray});$TypedArray$.apply(this,arguments);makeArrayAccessors(this)};if("__proto__"in TypedArray){TypedArray.__proto__=$TypedArray$}else{TypedArray.from=$TypedArray$.from;TypedArray.of=$TypedArray$.of}TypedArray.BYTES_PER_ELEMENT=elementSize;var TypedArrayPrototype=function(){};TypedArrayPrototype.prototype=$TypedArrayPrototype$;TypedArray.prototype=new TypedArrayPrototype;Object.defineProperty(TypedArray.prototype,"BYTES_PER_ELEMENT",{value:elementSize});Object.defineProperty(TypedArray.prototype,"_pack",{value:pack});Object.defineProperty(TypedArray.prototype,"_unpack",{value:unpack});return TypedArray}var Int8Array=makeTypedArray(1,packI8,unpackI8);var Uint8Array=makeTypedArray(1,packU8,unpackU8);var Uint8ClampedArray=makeTypedArray(1,packU8Clamped,unpackU8);var Int16Array=makeTypedArray(2,packI16,unpackI16);var Uint16Array=makeTypedArray(2,packU16,unpackU16);var Int32Array=makeTypedArray(4,packI32,unpackI32);var Uint32Array=makeTypedArray(4,packU32,unpackU32);var Float32Array=makeTypedArray(4,packF32,unpackF32);var 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bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(m,$)|0,a=a+Math.imul(m,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,q)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,q)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,mt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,mt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,mt)|0)+Math.imul(m,dt)|0))<<13)|0;c=((a=a+Math.imul(m,mt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,mt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,mt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,mt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,mt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,mt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,mt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,mt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,mt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,mt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,mt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,mt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,mt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,mt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,mt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,mt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,mt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=gt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function m(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?d(this,t,e):r<63?p(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):m(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],m=n[u+p],g=r[u+p+o],v=n[u+p+o],y=f*g-h*v;v=f*v+h*g,g=y,r[u+p]=d+g,n[u+p]=m+v,r[u+p+o]=d-g,n[u+p+o]=m-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),m(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n("number"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n("number"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n("number"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n("number"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n("number"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,"imaskn works only with positive numbers"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n("number"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n("number"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if("mod"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),"div"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),"mod"!==e&&(i=s.div.neg()),"div"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),"mod"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),"div"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?"div"===e?{div:this.divn(t.words[0]),mod:null}:"mod"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,"div",!1).div},a.prototype.mod=function(t){return this.divmod(t,"mod",!1).mod},a.prototype.umod=function(t){return this.divmod(t,"mod",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,m=1;0==(r.words[0]&m)&&d<26;++d,m<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n("number"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,"Number is too big");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,"Already a number in reduction context"),n(0===this.negative,"red works only with positives"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,"fromRed works only with numbers in reduction context"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,"Already a number in reduction context"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,"redAdd works only with red numbers"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,"redIAdd works only with red numbers"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,"redSub works only with red numbers"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,"redISub works only with red numbers"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,"redShl works only with red numbers"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,"redMul works only with red numbers"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,"redMul works only with red numbers"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,"redSqr works only with red numbers"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,"redISqr works only with red numbers"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,"redSqrt works only with red numbers"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,"redInvm works only with red numbers"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,"redNeg works only with red numbers"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,"redPow(normalNum)"),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function y(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){y.call(this,"k256","ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f")}function b(){y.call(this,"p224","ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001")}function _(){y.call(this,"p192","ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff")}function w(){y.call(this,"25519","7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed")}function T(t){if("string"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),"modulus must be greater than 1"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},y.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},y.prototype.split=function(t,e){t.iushrn(this.n,0,e)},y.prototype.imulK=function(t){return t.imul(this.k)},i(x,y),x.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,y),i(_,y),i(w,y),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if("k256"===t)e=new x;else if("p224"===t)e=new b;else if("p192"===t)e=new _;else{if("p25519"!==t)throw new Error("Unknown prime "+t);e=new w}return v[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,"red works only with positives"),n(t.red,"red works only with red numbers")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),"red works only with positives"),n(t.red&&t.red===e.red,"red works only with red numbers")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return 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+/*!
+ * The buffer module from node.js, for the browser.
+ *
+ * @author   Feross Aboukhadijeh <https://feross.org>
+ * @license  MIT
+ */
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i=e.geoCentroid({type:"MultiPoint",coordinates:[t,r,n]}),a=[-i[0],-i[1]],o=e.geoRotation(a),s=at(ot(o(t)),ot(o(r)),ot(o(n)));s.invert=H(s);var l=e.geoProjection(s).rotate(a),c=l.center;return delete l.rotate,l.center=function(t){return arguments.length?c(o(t)):o.invert(c())},l.clipAngle(90)}function lt(t,e){var r=L(1-m(e));return[2/T*t*r,T*(1-r)]}function ct(t){var e=g(t);function r(t,r){return[t,(t?t/m(t):1)*(m(r)*o(t)-e*o(r))]}return r.invert=e?function(t,r){t&&(r*=m(t)/t);var n=o(t);return[t,2*a(L(n*n+e*e-r*r)-n,e-r)]}:function(t,e){return[t,S(t?e*g(t)/t:e)]},r}lt.invert=function(t,e){var r=(r=e/T-1)*r;return[r>0?t*L(y/r)/2:0,S(1-r)]};var ut=L(3);function ft(t,e){return[ut*t*(2*o(2*e/3)-1)/T,ut*T*m(e/3)]}function ht(t){var e=o(t);function r(t,r){return[t*e,m(r)/e]}return r.invert=function(t,r){return[t/e,S(r*e)]},r}function pt(t){var e=o(t);function r(t,r){return[t*e,(1+e)*g(r/2)]}return r.invert=function(t,r){return[t/e,2*i(r/(1+e))]},r}function dt(t,e){var r=L(8/(3*y));return[r*t*(1-n(e)/y),r*e]}function mt(t,e){var r=L(4-3*m(n(e)));return[2/L(6*y)*t*r,d(e)*L(2*y/3)*(2-r)]}function gt(t,e){var r=L(y*(4+y));return[2/r*t*(1+L(1-4*e*e/(y*y))),4/r*e]}function vt(t,e){var r=(2+x)*m(e);e/=2;for(var i=0,a=1/0;i<10&&n(a)>v;i++){var s=o(e);e-=a=(e+m(e)*(s+2)-r)/(2*s*(1+s))}return[2/L(y*(4+y))*t*(1+o(e)),2*L(y/(4+y))*m(e)]}function yt(t,e){return[t*(1+o(e))/L(2+y),2*e/L(2+y)]}function xt(t,e){for(var r=(1+x)*m(e),i=0,a=1/0;i<10&&n(a)>v;i++)e-=a=(e+m(e)-r)/(1+o(e));return r=L(2+y),[t*(1+o(e))/r,2*e/r]}ft.invert=function(t,e){var r=3*S(e/(ut*T));return[T*t/(ut*(2*o(2*r/3)-1)),r]},dt.invert=function(t,e){var r=L(8/(3*y)),i=e/r;return[t/(r*(1-n(i)/y)),i]},mt.invert=function(t,e){var r=2-n(e)/L(2*y/3);return[t*L(6*y)/(2*r),d(e)*S((4-r*r)/3)]},gt.invert=function(t,e){var r=L(y*(4+y))/2;return[t*r/(1+L(1-e*e*(4+y)/(4*y))),e*r/2]},vt.invert=function(t,e){var r=e*L((4+y)/y)/2,n=S(r),i=o(n);return[t/(2/L(y*(4+y))*(1+i)),S((n+r*(i+2))/(2+x))]},yt.invert=function(t,e){var r=L(2+y),n=e*r/2;return[r*t/(1+o(n)),n]},xt.invert=function(t,e){var r=1+x,n=L(r/2);return[2*t*n/(1+o(e*=n)),S((e+m(e))/r)]};var bt=3+2*w;function _t(t,e){var r=m(t/=2),n=o(t),a=L(o(e)),s=o(e/=2),l=m(e)/(s+w*n*a),u=L(2/(1+l*l)),f=L((w*s+(n+r)*a)/(w*s+(n-r)*a));return[bt*(u*(f-1/f)-2*c(f)),bt*(u*l*(f+1/f)-2*i(l))]}_t.invert=function(t,e){if(!(r=D.invert(t/1.2,1.065*e)))return null;var r,a=r[0],s=r[1],l=20;t/=bt,e/=bt;do{var h=a/2,p=s/2,d=m(h),g=o(h),y=m(p),b=o(p),T=o(s),k=L(T),A=y/(b+w*g*k),M=A*A,S=L(2/(1+M)),E=(w*b+(g+d)*k)/(w*b+(g-d)*k),C=L(E),P=C-1/C,I=C+1/C,O=S*P-2*c(C)-t,z=S*A*I-2*i(A)-e,R=y&&_*k*d*M/y,F=(w*g*b+k)/(2*(b+w*g*k)*(b+w*g*k)*k),B=-.5*A*S*S*S,N=B*R,j=B*F,U=(U=2*b+w*k*(g-d))*U*C,V=(w*g*b*k+T)/U,H=-w*d*y/(k*U),q=P*N-2*V/C+S*(V+V/E),G=P*j-2*H/C+S*(H+H/E),Y=A*I*N-2*R/(1+M)+S*I*R+S*A*(V-V/E),W=A*I*j-2*F/(1+M)+S*I*F+S*A*(H-H/E),X=G*Y-W*q;if(!X)break;var 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b=g*g,_=t+b*(e+b*(r+b*i)),w=g*(a-1+b*(s-c+b*l)),T=_*_+w*w,k=2*w,A=T/k,M=A*A,E=S(_/A)/y,C=d*E,P=_*_,I=(2*e+b*(4*r+6*b*i))*g,O=a+b*(3*s+5*b*l),z=(2*(_*I+w*(O-1))*k-T*(2*(O-1)))/(k*k),D=o(C),R=m(C),F=A*D,B=A*R,N=d/y*(1/L(1-P/M))*(I*A-_*z)/M,j=B-u,U=g*(1+b*c)+A-F-f,V=z*R+F*N,H=F*E,q=1+z-(z*D-B*N),G=B*E,Y=V*G-q*H;if(!Y)break;d-=h=(U*V-j*q)/Y,g-=p=(j*G-U*H)/Y}while((n(h)>v||n(p)>v)&&--x>0);return[d,g]},u}Tt.invert=function(t,e){var r=e/(1+wt);return[t&&t/(wt*L(1-r*r)),2*i(r)]},kt.invert=function(t,e){var r=i(e/T),n=o(r),a=2*r;return[t*T/2/(o(a)*n*n),a]};var It=Pt(2.8284,-1.6988,.75432,-.18071,1.76003,-.38914,.042555);var Ot=Pt(2.583819,-.835827,.170354,-.038094,1.543313,-.411435,.082742);var zt=Pt(5/6*y,-.62636,-.0344,0,1.3493,-.05524,0,.045);function Dt(t,e){var r=t*t,n=e*e;return[t*(1-.162388*n)*(.87-952426e-9*r*r),e*(1+n/12)]}Dt.invert=function(t,e){var r,i=t,a=e,o=50;do{var s=a*a;a-=r=(a*(1+s/12)-e)/(1+s/4)}while(n(r)>v&&--o>0);o=50,t/=1-.162388*s;do{var 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e=t.height,r=t.data,n=3;n<r.length;n+=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}function o(t){for(var e=t.height,r=t.data,n=r.length-1;n>0;n-=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}e.exports=n,n.canvas=document.createElement("canvas"),n.cache={}},{}],247:[function(t,e,r){"use strict";e.exports=function(t){return new s(t||m,null)};function n(t,e,r,n,i,a){this._color=t,this.key=e,this.value=r,this.left=n,this.right=i,this._count=a}function i(t){return new n(t._color,t.key,t.value,t.left,t.right,t._count)}function a(t,e){return new n(t,e.key,e.value,e.left,e.right,e._count)}function o(t){t._count=1+(t.left?t.left._count:0)+(t.right?t.right._count:0)}function s(t,e){this._compare=t,this.root=e}var l=s.prototype;function c(t,e){var r;if(e.left&&(r=c(t,e.left)))return r;return(r=t(e.key,e.value))||(e.right?c(t,e.right):void 0)}function u(t,e,r,n){if(e(t,n.key)<=0){var i;if(n.left)if(i=u(t,e,r,n.left))return i;if(i=r(n.key,n.value))return i}if(n.right)return u(t,e,r,n.right)}function 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p=l[f-2];if(p.left===h)if(h.left===i){if(!(d=p.right)||0!==d._color){if(p._color=0,p.left=h.right,h._color=1,h.right=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(m=l[f-3]).left===p?m.left=h:m.right=h;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else{if(!(d=p.right)||0!==d._color){if(h.right=i.left,p._color=0,p.left=i.right,i._color=1,i.left=h,i.right=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(m=l[f-3]).left===p?m.left=i:m.right=i;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else if(h.right===i){if(!(d=p.left)||0!==d._color){if(p._color=0,p.right=h.left,h._color=1,h.left=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(m=l[f-3]).right===p?m.right=h:m.left=h;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}else{var d;if(!(d=p.left)||0!==d._color){var m;if(h.left=i.right,p._color=0,p.right=i.left,i._color=1,i.right=h,i.left=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(m=l[f-3]).right===p?m.right=i:m.left=i;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}}return l[0]._color=1,new 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f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,"key",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,"value",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,"index",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,"hasNext",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error("Can't update empty node!");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,"hasPrev",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],248:[function(t,e,r){e.exports=function(t,e){if("string"!=typeof t)throw new TypeError("must specify type string");if(e=e||{},"undefined"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement("canvas");"number"==typeof e.width&&(r.width=e.width);"number"==typeof e.height&&(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf("webgl")&&a.push("experimental-"+t);for(var o=0;o<a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],249:[function(t,e,r){"use strict";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t("./lib/text.js"),i=t("./lib/lines.js"),a=t("./lib/background.js"),o=t("./lib/cube.js"),s=t("./lib/ticks.js"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=["sans-serif","sans-serif","sans-serif"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=["auto","auto","auto"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=["x","y","z"],this.labelEnable=[!0,!0,!0],this.labelFont="sans-serif",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=["auto","auto","auto"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if("bounds"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if("ticks"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a("tickSpacing")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&("ticks"in t||"tickSpacing"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o("tickEnable"),l("tickFont")&&(u=!0),a("tickSize"),a("tickAngle"),a("tickPad"),c("tickColor");var m=l("labels");l("labelFont")&&(m=!0),o("labelEnable"),a("labelSize"),a("labelPad"),c("labelColor"),o("lineEnable"),o("lineMirror"),a("lineWidth"),c("lineColor"),o("lineTickEnable"),o("lineTickMirror"),a("lineTickLength"),a("lineTickWidth"),c("lineTickColor"),o("gridEnable"),a("gridWidth"),c("gridColor"),o("zeroEnable"),c("zeroLineColor"),a("zeroLineWidth"),o("backgroundEnable"),c("backgroundColor"),this._text?this._text&&(m||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var m=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=m;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(H[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]="auto"):this.tickAlign[A]=-1,F=1,"auto"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(""+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)H[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),"auto"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(""+S[0]);for(C=0;C<3;++C)H[C]+=k*U[C]*this.labelPad[C]/r[5*C];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{"./lib/background.js":250,"./lib/cube.js":251,"./lib/lines.js":252,"./lib/text.js":254,"./lib/ticks.js":255}],250:[function(t,e,r){"use strict";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var m=-1;m<=1;m+=2)f[u]=m,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=c;c=u,u=g}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{"./shaders":253,"gl-buffer":257,"gl-vao":343}],251:[function(t,e,r){"use strict";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);o(c[O],c[P],c[I],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);var 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e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var m=[1,1,1],g=[0,0,0],v={cubeEdges:m,axis:g}},{"bit-twiddle":101,"gl-mat4/multiply":289,"robust-orientation":524,"split-polygon":541}],252:[function(t,e,r){"use strict";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var m=+r[f][d].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){m=+r[f][v].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}g=o.length/3|0;c[f]=h,u[f]=g-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var m=f(l);m[t]=1,this.shader.uniforms.screenAxis=m,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{"./shaders":253,"gl-buffer":257,"gl-vao":343}],253:[function(t,e,r){"use strict";var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\nuniform float lineWidth;\nuniform vec2 screenShape;\n\nvec3 project(vec3 p) {\n  vec4 pp = projection * view * model * vec4(p, 1.0);\n  return pp.xyz / max(pp.w, 0.0001);\n}\n\nvoid main() {\n  vec3 major = position.x * majorAxis;\n  vec3 minor = position.y * minorAxis;\n\n  vec3 vPosition = major + minor + offset;\n  vec3 pPosition = project(vPosition);\n  vec3 offset = project(vPosition + screenAxis * position.z);\n\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\n\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 color;\nvoid main() {\n  gl_FragColor = color;\n}"]);r.line=function(t){return i(t,a,o,null,[{name:"position",type:"vec3"}])};var s=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\nuniform vec3 offset, axis, alignDir, alignOpt;\nuniform float scale, angle, pixelScale;\nuniform vec2 resolution;\n\nvec3 project(vec3 p) {\n  vec4 pp = projection * view * model * vec4(p, 1.0);\n  return pp.xyz / max(pp.w, 0.0001);\n}\n\nfloat computeViewAngle(vec3 a, vec3 b) {\n  vec3 A = project(a);\n  vec3 B = project(b);\n\n  return atan(\n    (B.y - A.y) * resolution.y,\n    (B.x - A.x) * resolution.x\n  );\n}\n\nconst float PI = 3.141592;\nconst float TWO_PI = 2.0 * PI;\nconst float HALF_PI = 0.5 * PI;\nconst float ONE_AND_HALF_PI = 1.5 * PI;\n\nint option = int(floor(alignOpt.x + 0.001));\nfloat hv_ratio =       alignOpt.y;\nbool enableAlign =    (alignOpt.z != 0.0);\n\nfloat mod_angle(float a) {\n  return mod(a, PI);\n}\n\nfloat positive_angle(float a) {\n  return mod_angle((a < 0.0) ?\n    a + TWO_PI :\n    a\n  );\n}\n\nfloat look_upwards(float a) {\n  float b = positive_angle(a);\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\n    b - PI :\n    b;\n}\n\nfloat look_horizontal_or_vertical(float a, float ratio) {\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\n  // if ratio is set to 0.5 then it is 50%, 50%.\n  // when using a higher ratio e.g. 0.75 the result would\n  // likely be more horizontal than vertical.\n\n  float b = positive_angle(a);\n\n  return\n    (b < (      ratio) * HALF_PI) ? 0.0 :\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\n    (b < (4.0 - ratio) * HALF_PI) ? 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HALF_PI :\n                      computeViewAngle(dataPosition, dataPosition + axis);\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\n\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\n\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\n\n    beta += applyAlignOption(clipAngle, flip * PI);\n  }\n\n  //Compute plane offset\n  vec2 planeCoord = position.xy * pixelScale;\n\n  mat2 planeXform = scale * mat2(\n     cos(beta), sin(beta),\n    -sin(beta), cos(beta)\n  );\n\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\n\n  //Compute clip position\n  vec3 clipPosition = project(dataPosition);\n\n  //Apply text offset in clip coordinates\n  clipPosition += vec3(viewOffset, 0.0);\n\n  //Done\n  gl_Position = vec4(clipPosition, 1.0);\n}"]),l=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 color;\nvoid main() {\n  gl_FragColor = color;\n}"]);r.text=function(t){return i(t,s,l,null,[{name:"position",type:"vec3"}])};var c=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec3 normal;\n\nuniform mat4 model, view, projection;\nuniform vec3 enable;\nuniform vec3 bounds[2];\n\nvarying vec3 colorChannel;\n\nvoid main() {\n\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\n\n  vec3 realNormal = signAxis * normal;\n\n  if(dot(realNormal, enable) > 0.0) {\n    vec3 minRange = min(bounds[0], bounds[1]);\n    vec3 maxRange = max(bounds[0], bounds[1]);\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\n  } else {\n    gl_Position = vec4(0,0,0,0);\n  }\n\n  colorChannel = abs(realNormal);\n}"]),u=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 colors[3];\n\nvarying vec3 colorChannel;\n\nvoid main() {\n  gl_FragColor = colorChannel.x * colors[0] +\n                 colorChannel.y * colors[1] +\n                 colorChannel.z * colors[2];\n}"]);r.bg=function(t){return i(t,c,u,null,[{name:"position",type:"vec3"},{name:"normal",type:"vec3"}])}},{"gl-shader":323,glslify:424}],254:[function(t,e,r){(function(r){(function(){"use strict";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t("gl-buffer"),i=t("gl-vao"),a=t("vectorize-text"),o=t("./shaders").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:"'+t+'" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:"center",textBaseline:"middle",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,m=p.length;d<m;++d)for(var g=p[d],v=2;v>=0;--v){var y=h[g[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var m=0;m<n[d].length;++m)n[d][m].text&&s(n[d][m].x,n[d][m].text,n[d][m].font||i,n[d][m].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=f,this.labelCount=h},u.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this)}).call(this,t("_process"))},{"./shaders":253,_process:504,"gl-buffer":257,"gl-vao":343,"vectorize-text":596}],255:[function(t,e,r){"use 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h=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,v,x,y)).axis;o(u,p,h),o(u,v,u);for(var _=m,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=y?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var I=d(g,u,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(I[C])))}}}}return _};var n=t("extract-frustum-planes"),i=t("split-polygon"),a=t("./lib/cube.js"),o=t("gl-mat4/multiply"),s=t("gl-mat4/transpose"),l=t("gl-vec4/transformMat4"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var m=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},{"./lib/cube.js":251,"extract-frustum-planes":241,"gl-mat4/multiply":289,"gl-mat4/transpose":300,"gl-vec4/transformMat4":414,"split-polygon":541}],257:[function(t,e,r){"use strict";var n=t("typedarray-pool"),i=t("ndarray-ops"),a=t("ndarray"),o=["uint8","uint8_clamped","uint16","uint32","int8","int16","int32","float32"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error("gl-buffer: If resizing buffer, must not specify offset");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if("number"!=typeof e&&(e=-1),this.bind(),"object"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r="float32"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension("OES_element_index_uint")&&"uint16"!==r?"uint32":"uint16";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,"uint16"):u(t,"float32"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if("object"==typeof t&&"number"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if("number"!=typeof t&&void 0!==t)throw new Error("gl-buffer: Invalid data type");if(e>=0)throw new Error("gl-buffer: Cannot specify offset when resizing buffer");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error("gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error("gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:462,"ndarray-ops":457,"typedarray-pool":590}],258:[function(t,e,r){"use strict";var n=t("gl-vec3");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,m=[],g=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),v=!1):v=!0}v||(p=x,d=b),m.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=m[y],P=n.length(C)*k,I=0;I<8;I++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=t("./lib/shaders");e.exports.createMesh=t("./create_mesh"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:"cone"})}},{"./create_mesh":259,"./lib/shaders":260,"gl-vec3":362}],259:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("gl-mat4/multiply"),l=t("gl-mat4/invert"),c=t("ndarray"),u=t("colormap"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function m(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,"lightPosition"in t&&(this.lightPosition=t.lightPosition),"opacity"in t&&(this.opacity=t.opacity),"ambient"in t&&(this.ambientLight=t.ambient),"diffuse"in t&&(this.diffuseLight=t.diffuse),"specular"in t&&(this.specularLight=t.specular),"roughness"in t&&(this.roughness=t.roughness),"fresnel"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:"rgba"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,m=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],m=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var v=p[g];d=Math.min(d,v),m=Math.max(m,v)}else for(g=0;g<n.length;++g){v=n[g][2];d=Math.min(d,v),m=Math.max(m,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(g=0;g<n.length;++g)for(var y=n[g],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(m-d),0]:[(y[2]-d)/(m-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var m=this.triShader;m.bind(),m.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return"cone"===this.traceType?i.index=Math.floor(r[1]/48):"streamtube"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=m(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,g,v,x,r.traceType||"cone");return b.update(e),b}},{colormap:132,"gl-buffer":257,"gl-mat4/invert":287,"gl-mat4/multiply":289,"gl-shader":323,"gl-texture2d":338,"gl-vao":343,ndarray:462}],260:[function(t,e,r){var n=t("glslify"),i=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n  // Return up-vector for only-z vector.\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\n  // Assign z = 0, x = -b, y = a:\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n    return normalize(vec3(-v.y, v.x, 0.0));\n  } else {\n    return normalize(vec3(0.0, v.z, -v.y));\n  }\n}\n\n// Calculate the cone vertex and normal at the given index.\n//\n// The returned vertex is for a cone with its top at origin and height of 1.0,\n// pointing in the direction of the vector attribute.\n//\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\n// These vertices are used to make up the triangles of the cone by the following:\n//   segment + 0 top vertex\n//   segment + 1 perimeter vertex a+1\n//   segment + 2 perimeter vertex a\n//   segment + 3 center base vertex\n//   segment + 4 perimeter vertex a\n//   segment + 5 perimeter vertex a+1\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\n// To go from index to segment, floor(index / 6)\n// To go from segment to angle, 2*pi * (segment/segmentCount)\n// To go from index to segment index, index - (segment*6)\n//\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\n\n  const float segmentCount = 8.0;\n\n  float index = rawIndex - floor(rawIndex /\n    (segmentCount * 6.0)) *\n    (segmentCount * 6.0);\n\n  float segment = floor(0.001 + index/6.0);\n  float segmentIndex = index - (segment*6.0);\n\n  normal = -normalize(d);\n\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\n    return mix(vec3(0.0), -d, coneOffset);\n  }\n\n  float nextAngle = (\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\n  ) ? 1.0 : 0.0;\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\n\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\n  vec3 v2 = v1 - d;\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d)*0.25;\n  vec3 y = v * sin(angle) * length(d)*0.25;\n  vec3 v3 = v2 + x + y;\n  if (segmentIndex < 3.0) {\n    vec3 tx = u * sin(angle);\n    vec3 ty = v * -cos(angle);\n    vec3 tangent = tx + ty;\n    normal = normalize(cross(v3 - v1, tangent));\n  }\n\n  if (segmentIndex == 0.0) {\n    return mix(d, vec3(0.0), coneOffset);\n  }\n  return v3;\n}\n\nattribute vec3 vector;\nattribute vec4 color, position;\nattribute vec2 uv;\n\nuniform float vectorScale, coneScale, coneOffset;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 eyePosition, lightPosition;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  // Scale the vector magnitude to stay constant with\n  // model & view changes.\n  vec3 normal;\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * conePosition;\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\n  vec4 t_position  = view * conePosition;\n  gl_Position      = projection * t_position;\n\n  f_color          = color;\n  f_data           = conePosition.xyz;\n  f_position       = position.xyz;\n  f_uv             = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness,\n  float fresnel) {\n\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n  //Half angle vector\n  vec3 H = normalize(lightDirection + viewDirection);\n\n  //Geometric term\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\n  float VdotH = max(dot(viewDirection, H), 0.000001);\n  float LdotH = max(dot(lightDirection, H), 0.000001);\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\n  float G = min(1.0, min(G1, G2));\n  \n  //Distribution term\n  float D = beckmannDistribution(NdotH, roughness);\n\n  //Fresnel term\n  float F = pow(1.0 - VdotN, fresnel);\n\n  //Multiply terms and done\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform sampler2D texture;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n  vec3 N = normalize(f_normal);\n  vec3 L = normalize(f_lightDirection);\n  vec3 V = normalize(f_eyeDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = litColor * opacity;\n}\n"]),o=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n  // Return up-vector for only-z vector.\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\n  // Assign z = 0, x = -b, y = a:\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n    return normalize(vec3(-v.y, v.x, 0.0));\n  } else {\n    return normalize(vec3(0.0, v.z, -v.y));\n  }\n}\n\n// Calculate the cone vertex and normal at the given index.\n//\n// The returned vertex is for a cone with its top at origin and height of 1.0,\n// pointing in the direction of the vector attribute.\n//\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\n// These vertices are used to make up the triangles of the cone by the following:\n//   segment + 0 top vertex\n//   segment + 1 perimeter vertex a+1\n//   segment + 2 perimeter vertex a\n//   segment + 3 center base vertex\n//   segment + 4 perimeter vertex a\n//   segment + 5 perimeter vertex a+1\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\n// To go from index to segment, floor(index / 6)\n// To go from segment to angle, 2*pi * (segment/segmentCount)\n// To go from index to segment index, index - (segment*6)\n//\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\n\n  const float segmentCount = 8.0;\n\n  float index = rawIndex - floor(rawIndex /\n    (segmentCount * 6.0)) *\n    (segmentCount * 6.0);\n\n  float segment = floor(0.001 + index/6.0);\n  float segmentIndex = index - (segment*6.0);\n\n  normal = -normalize(d);\n\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\n    return mix(vec3(0.0), -d, coneOffset);\n  }\n\n  float nextAngle = (\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\n  ) ? 1.0 : 0.0;\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\n\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\n  vec3 v2 = v1 - d;\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d)*0.25;\n  vec3 y = v * sin(angle) * length(d)*0.25;\n  vec3 v3 = v2 + x + y;\n  if (segmentIndex < 3.0) {\n    vec3 tx = u * sin(angle);\n    vec3 ty = v * -cos(angle);\n    vec3 tangent = tx + ty;\n    normal = normalize(cross(v3 - v1, tangent));\n  }\n\n  if (segmentIndex == 0.0) {\n    return mix(d, vec3(0.0), coneOffset);\n  }\n  return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform float vectorScale, coneScale, coneOffset;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  vec3 normal;\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n  gl_Position = projection * view * conePosition;\n  f_id        = id;\n  f_position  = position.xyz;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3  clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n  gl_FragColor = vec4(pickId, f_id.xyz);\n}"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec4"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"vector",type:"vec3"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec4"},{name:"id",type:"vec4"},{name:"vector",type:"vec3"}]}},{glslify:424}],261:[function(t,e,r){e.exports={0:"NONE",1:"ONE",2:"LINE_LOOP",3:"LINE_STRIP",4:"TRIANGLES",5:"TRIANGLE_STRIP",6:"TRIANGLE_FAN",256:"DEPTH_BUFFER_BIT",512:"NEVER",513:"LESS",514:"EQUAL",515:"LEQUAL",516:"GREATER",517:"NOTEQUAL",518:"GEQUAL",519:"ALWAYS",768:"SRC_COLOR",769:"ONE_MINUS_SRC_COLOR",770:"SRC_ALPHA",771:"ONE_MINUS_SRC_ALPHA",772:"DST_ALPHA",773:"ONE_MINUS_DST_ALPHA",774:"DST_COLOR",775:"ONE_MINUS_DST_COLOR",776:"SRC_ALPHA_SATURATE",1024:"STENCIL_BUFFER_BIT",1028:"FRONT",1029:"BACK",1032:"FRONT_AND_BACK",1280:"INVALID_ENUM",1281:"INVALID_VALUE",1282:"INVALID_OPERATION",1285:"OUT_OF_MEMORY",1286:"INVALID_FRAMEBUFFER_OPERATION",2304:"CW",2305:"CCW",2849:"LINE_WIDTH",2884:"CULL_FACE",2885:"CULL_FACE_MODE",2886:"FRONT_FACE",2928:"DEPTH_RANGE",2929:"DEPTH_TEST",2930:"DEPTH_WRITEMASK",2931:"DEPTH_CLEAR_VALUE",2932:"DEPTH_FUNC",2960:"STENCIL_TEST",2961:"STENCIL_CLEAR_VALUE",2962:"STENCIL_FUNC",2963:"STENCIL_VALUE_MASK",2964:"STENCIL_FAIL",2965:"STENCIL_PASS_DEPTH_FAIL",2966:"STENCIL_PASS_DEPTH_PASS",2967:"STENCIL_REF",2968:"STENCIL_WRITEMASK",2978:"VIEWPORT",3024:"DITHER",3042:"BLEND",3088:"SCISSOR_BOX",3089:"SCISSOR_TEST",3106:"COLOR_CLEAR_VALUE",3107:"COLOR_WRITEMASK",3317:"UNPACK_ALIGNMENT",3333:"PACK_ALIGNMENT",3379:"MAX_TEXTURE_SIZE",3386:"MAX_VIEWPORT_DIMS",3408:"SUBPIXEL_BITS",3410:"RED_BITS",3411:"GREEN_BITS",3412:"BLUE_BITS",3413:"ALPHA_BITS",3414:"DEPTH_BITS",3415:"STENCIL_BITS",3553:"TEXTURE_2D",4352:"DONT_CARE",4353:"FASTEST",4354:"NICEST",5120:"BYTE",5121:"UNSIGNED_BYTE",5122:"SHORT",5123:"UNSIGNED_SHORT",5124:"INT",5125:"UNSIGNED_INT",5126:"FLOAT",5386:"INVERT",5890:"TEXTURE",6401:"STENCIL_INDEX",6402:"DEPTH_COMPONENT",6406:"ALPHA",6407:"RGB",6408:"RGBA",6409:"LUMINANCE",6410:"LUMINANCE_ALPHA",7680:"KEEP",7681:"REPLACE",7682:"INCR",7683:"DECR",7936:"VENDOR",7937:"RENDERER",7938:"VERSION",9728:"NEAREST",9729:"LINEAR",9984:"NEAREST_MIPMAP_NEAREST",9985:"LINEAR_MIPMAP_NEAREST",9986:"NEAREST_MIPMAP_LINEAR",9987:"LINEAR_MIPMAP_LINEAR",10240:"TEXTURE_MAG_FILTER",10241:"TEXTURE_MIN_FILTER",10242:"TEXTURE_WRAP_S",10243:"TEXTURE_WRAP_T",10497:"REPEAT",10752:"POLYGON_OFFSET_UNITS",16384:"COLOR_BUFFER_BIT",32769:"CONSTANT_COLOR",32770:"ONE_MINUS_CONSTANT_COLOR",32771:"CONSTANT_ALPHA",32772:"ONE_MINUS_CONSTANT_ALPHA",32773:"BLEND_COLOR",32774:"FUNC_ADD",32777:"BLEND_EQUATION_RGB",32778:"FUNC_SUBTRACT",32779:"FUNC_REVERSE_SUBTRACT",32819:"UNSIGNED_SHORT_4_4_4_4",32820:"UNSIGNED_SHORT_5_5_5_1",32823:"POLYGON_OFFSET_FILL",32824:"POLYGON_OFFSET_FACTOR",32854:"RGBA4",32855:"RGB5_A1",32873:"TEXTURE_BINDING_2D",32926:"SAMPLE_ALPHA_TO_COVERAGE",32928:"SAMPLE_COVERAGE",32936:"SAMPLE_BUFFERS",32937:"SAMPLES",32938:"SAMPLE_COVERAGE_VALUE",32939:"SAMPLE_COVERAGE_INVERT",32968:"BLEND_DST_RGB",32969:"BLEND_SRC_RGB",32970:"BLEND_DST_ALPHA",32971:"BLEND_SRC_ALPHA",33071:"CLAMP_TO_EDGE",33170:"GENERATE_MIPMAP_HINT",33189:"DEPTH_COMPONENT16",33306:"DEPTH_STENCIL_ATTACHMENT",33635:"UNSIGNED_SHORT_5_6_5",33648:"MIRRORED_REPEAT",33901:"ALIASED_POINT_SIZE_RANGE",33902:"ALIASED_LINE_WIDTH_RANGE",33984:"TEXTURE0",33985:"TEXTURE1",33986:"TEXTURE2",33987:"TEXTURE3",33988:"TEXTURE4",33989:"TEXTURE5",33990:"TEXTURE6",33991:"TEXTURE7",33992:"TEXTURE8",33993:"TEXTURE9",33994:"TEXTURE10",33995:"TEXTURE11",33996:"TEXTURE12",33997:"TEXTURE13",33998:"TEXTURE14",33999:"TEXTURE15",34e3:"TEXTURE16",34001:"TEXTURE17",34002:"TEXTURE18",34003:"TEXTURE19",34004:"TEXTURE20",34005:"TEXTURE21",34006:"TEXTURE22",34007:"TEXTURE23",34008:"TEXTURE24",34009:"TEXTURE25",34010:"TEXTURE26",34011:"TEXTURE27",34012:"TEXTURE28",34013:"TEXTURE29",34014:"TEXTURE30",34015:"TEXTURE31",34016:"ACTIVE_TEXTURE",34024:"MAX_RENDERBUFFER_SIZE",34041:"DEPTH_STENCIL",34055:"INCR_WRAP",34056:"DECR_WRAP",34067:"TEXTURE_CUBE_MAP",34068:"TEXTURE_BINDING_CUBE_MAP",34069:"TEXTURE_CUBE_MAP_POSITIVE_X",34070:"TEXTURE_CUBE_MAP_NEGATIVE_X",34071:"TEXTURE_CUBE_MAP_POSITIVE_Y",34072:"TEXTURE_CUBE_MAP_NEGATIVE_Y",34073:"TEXTURE_CUBE_MAP_POSITIVE_Z",34074:"TEXTURE_CUBE_MAP_NEGATIVE_Z",34076:"MAX_CUBE_MAP_TEXTURE_SIZE",34338:"VERTEX_ATTRIB_ARRAY_ENABLED",34339:"VERTEX_ATTRIB_ARRAY_SIZE",34340:"VERTEX_ATTRIB_ARRAY_STRIDE",34341:"VERTEX_ATTRIB_ARRAY_TYPE",34342:"CURRENT_VERTEX_ATTRIB",34373:"VERTEX_ATTRIB_ARRAY_POINTER",34466:"NUM_COMPRESSED_TEXTURE_FORMATS",34467:"COMPRESSED_TEXTURE_FORMATS",34660:"BUFFER_SIZE",34661:"BUFFER_USAGE",34816:"STENCIL_BACK_FUNC",34817:"STENCIL_BACK_FAIL",34818:"STENCIL_BACK_PASS_DEPTH_FAIL",34819:"STENCIL_BACK_PASS_DEPTH_PASS",34877:"BLEND_EQUATION_ALPHA",34921:"MAX_VERTEX_ATTRIBS",34922:"VERTEX_ATTRIB_ARRAY_NORMALIZED",34930:"MAX_TEXTURE_IMAGE_UNITS",34962:"ARRAY_BUFFER",34963:"ELEMENT_ARRAY_BUFFER",34964:"ARRAY_BUFFER_BINDING",34965:"ELEMENT_ARRAY_BUFFER_BINDING",34975:"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING",35040:"STREAM_DRAW",35044:"STATIC_DRAW",35048:"DYNAMIC_DRAW",35632:"FRAGMENT_SHADER",35633:"VERTEX_SHADER",35660:"MAX_VERTEX_TEXTURE_IMAGE_UNITS",35661:"MAX_COMBINED_TEXTURE_IMAGE_UNITS",35663:"SHADER_TYPE",35664:"FLOAT_VEC2",35665:"FLOAT_VEC3",35666:"FLOAT_VEC4",35667:"INT_VEC2",35668:"INT_VEC3",35669:"INT_VEC4",35670:"BOOL",35671:"BOOL_VEC2",35672:"BOOL_VEC3",35673:"BOOL_VEC4",35674:"FLOAT_MAT2",35675:"FLOAT_MAT3",35676:"FLOAT_MAT4",35678:"SAMPLER_2D",35680:"SAMPLER_CUBE",35712:"DELETE_STATUS",35713:"COMPILE_STATUS",35714:"LINK_STATUS",35715:"VALIDATE_STATUS",35716:"INFO_LOG_LENGTH",35717:"ATTACHED_SHADERS",35718:"ACTIVE_UNIFORMS",35719:"ACTIVE_UNIFORM_MAX_LENGTH",35720:"SHADER_SOURCE_LENGTH",35721:"ACTIVE_ATTRIBUTES",35722:"ACTIVE_ATTRIBUTE_MAX_LENGTH",35724:"SHADING_LANGUAGE_VERSION",35725:"CURRENT_PROGRAM",36003:"STENCIL_BACK_REF",36004:"STENCIL_BACK_VALUE_MASK",36005:"STENCIL_BACK_WRITEMASK",36006:"FRAMEBUFFER_BINDING",36007:"RENDERBUFFER_BINDING",36048:"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE",36049:"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME",36050:"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL",36051:"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE",36053:"FRAMEBUFFER_COMPLETE",36054:"FRAMEBUFFER_INCOMPLETE_ATTACHMENT",36055:"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT",36057:"FRAMEBUFFER_INCOMPLETE_DIMENSIONS",36061:"FRAMEBUFFER_UNSUPPORTED",36064:"COLOR_ATTACHMENT0",36096:"DEPTH_ATTACHMENT",36128:"STENCIL_ATTACHMENT",36160:"FRAMEBUFFER",36161:"RENDERBUFFER",36162:"RENDERBUFFER_WIDTH",36163:"RENDERBUFFER_HEIGHT",36164:"RENDERBUFFER_INTERNAL_FORMAT",36168:"STENCIL_INDEX8",36176:"RENDERBUFFER_RED_SIZE",36177:"RENDERBUFFER_GREEN_SIZE",36178:"RENDERBUFFER_BLUE_SIZE",36179:"RENDERBUFFER_ALPHA_SIZE",36180:"RENDERBUFFER_DEPTH_SIZE",36181:"RENDERBUFFER_STENCIL_SIZE",36194:"RGB565",36336:"LOW_FLOAT",36337:"MEDIUM_FLOAT",36338:"HIGH_FLOAT",36339:"LOW_INT",36340:"MEDIUM_INT",36341:"HIGH_INT",36346:"SHADER_COMPILER",36347:"MAX_VERTEX_UNIFORM_VECTORS",36348:"MAX_VARYING_VECTORS",36349:"MAX_FRAGMENT_UNIFORM_VECTORS",37440:"UNPACK_FLIP_Y_WEBGL",37441:"UNPACK_PREMULTIPLY_ALPHA_WEBGL",37442:"CONTEXT_LOST_WEBGL",37443:"UNPACK_COLORSPACE_CONVERSION_WEBGL",37444:"BROWSER_DEFAULT_WEBGL"}},{}],262:[function(t,e,r){var n=t("./1.0/numbers");e.exports=function(t){return n[t]}},{"./1.0/numbers":261}],263:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders/index"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*u,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=u[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){"lineWidth"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),"capSize"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,"opacity"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var u=r[l],h=0;h<3;++h)if(isNaN(u[h])||!isFinite(u[h]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var m;if(p[0][s]<0)(m=u.slice())[s]+=p[0][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,m[0],m[1],m[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,m),o+=2+f(i,m,d,s);if(p[1][s]>0)(m=u.slice())[s]+=p[1][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,m[0],m[1],m[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,m),o+=2+f(i,m,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{"./shaders/index":264,"gl-buffer":257,"gl-vao":343}],264:[function(t,e,r){"use strict";var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, offset;\nattribute vec4 color;\nuniform mat4 model, view, projection;\nuniform float capSize;\nvarying vec4 fragColor;\nvarying vec3 fragPosition;\n\nvoid main() {\n  vec4 worldPosition  = model * vec4(position, 1.0);\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\n  gl_Position         = projection * view * worldPosition;\n  fragColor           = color;\n  fragPosition        = position;\n}"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float opacity;\nvarying vec3 fragPosition;\nvarying vec4 fragColor;\n\nvoid main() {\n  if (\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\n    fragColor.a * opacity == 0.\n  ) discard;\n\n  gl_FragColor = opacity * fragColor;\n}"]);e.exports=function(t){return i(t,a,o,null,[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"offset",type:"vec3"}])}},{"gl-shader":323,glslify:424}],265:[function(t,e,r){"use strict";var n=t("gl-texture2d");e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension("WEBGL_draw_buffers");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if("number"!=typeof e)throw new Error("gl-fbo: Missing shape parameter");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error("gl-fbo: Parameters are too large for FBO");var f=1;if("color"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error("gl-fbo: Must specify a nonnegative number of colors");if(f>1){if(!c)throw new Error("gl-fbo: Multiple draw buffer extension not supported");if(f>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error("gl-fbo: Context does not support "+f+" draw buffers")}}var h=t.UNSIGNED_BYTE,p=t.getExtension("OES_texture_float");if(n.float&&f>0){if(!p)throw new Error("gl-fbo: Context does not support floating point textures");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var m=!0;"depth"in n&&(m=!!n.depth);var g=!1;"stencil"in n&&(g=!!n.stencil);return new d(t,e,r,h,f,m,g,c)};var i,a,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error("gl-fbo: Framebuffer unsupported");case a:throw new Error("gl-fbo: Framebuffer incomplete attachment");case o:throw new Error("gl-fbo: Framebuffer incomplete dimensions");case s:throw new Error("gl-fbo: Framebuffer incomplete missing attachment");default:throw new Error("gl-fbo: Framebuffer failed for unspecified reason")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var m=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return m._shape[0]},set:function(t){return m.width=t}},1:{get:function(){return m._shape[1]},set:function(t){return m.height=t}}}),this._shapeVector=g,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,m=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension("WEBGL_depth_texture");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):m&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var m=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error("gl-fbo: Can't resize destroyed FBO");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error("gl-fbo: Can't resize FBO, invalid dimensions");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(m,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error("gl-fbo: Shape vector must be length 2");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),m.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},m.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{"gl-texture2d":338}],266:[function(t,e,r){var n=t("sprintf-js").sprintf,i=t("gl-constants/lookup"),a=t("glsl-shader-name"),o=t("add-line-numbers");e.exports=function(t,e,r){"use strict";var s=a(e)||"of unknown name (see npm glsl-shader-name)",l="unknown type";void 0!==r&&(l=r===i.FRAGMENT_SHADER?"fragment":"vertex");for(var c=n("Error compiling %s shader %s:\n",l,s),u=n("%s%s",c,t),f=t.split("\n"),h={},p=0;p<f.length;p++){var d=f[p];if(""!==d&&"\0"!==d){var m=parseInt(d.split(":")[2]);if(isNaN(m))throw new Error(n("Could not parse error: %s",d));h[m]=d}}var g=o(e).split("\n");for(p=0;p<g.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=g[p];if(c+=v+"\n",h[p+1]){var y=h[p+1];y=y.substr(y.split(":",3).join(":").length+1).trim(),c+=n("^^^ %s\n\n",y)}}return{long:c.trim(),short:u.trim()}}},{"add-line-numbers":68,"gl-constants/lookup":262,"glsl-shader-name":416,"sprintf-js":542}],267:[function(t,e,r){"use strict";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t("binary-search-bounds"),i=t("iota-array"),a=t("typedarray-pool"),o=t("gl-shader"),s=t("gl-buffer"),l=t("./lib/shaders");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],m=t.colorValues||[0,0,0,1],g=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,I;l?(P=x*(o[C]-u),I=x*(o[C+1]-u)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-u):x*(o[C]-(o[C]-o[C-1])/2-u),I=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-u):x*(o[C]+(o[C]-o[C-1])/2-u));for(var O=0;O<E;++O){var z,D;l?(z=y*(r[O]-c),D=y*(r[O+1]-c)):(z=O<b-1?y*(r[O]-(r[O+1]-r[O])/2-c):y*(r[O]-(r[O]-r[O-1])/2-c),D=O<b-1?y*(r[O]+(r[O+1]-r[O])/2-c):y*(r[O]+(r[O]-r[O-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(O+U):C*b+O],q=n.le(d,H);if(q<0)F=m[0],B=m[1],N=m[2],j=m[3];else if(q===g-1)F=m[4*g-4],B=m[4*g-3],N=m[4*g-2],j=m[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Y=1-G,W=4*q,X=4*(q+1);F=Y*m[W]+G*m[X],B=Y*m[W+1]+G*m[X+1],N=Y*m[W+2]+G*m[X+2],j=Y*m[W+3]+G*m[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*I,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+O,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{"./lib/shaders":268,"binary-search-bounds":100,"gl-buffer":257,"gl-shader":323,"iota-array":431,"typedarray-pool":590}],268:[function(t,e,r){"use strict";var n=t("glslify");e.exports={fragment:n(["precision lowp float;\n#define GLSLIFY 1\nvarying vec4 fragColor;\nvoid main() {\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\n}\n"]),vertex:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 color;\nattribute vec2 weight;\n\nuniform vec2 shape;\nuniform mat3 viewTransform;\n\nvarying vec4 fragColor;\n\nvoid main() {\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\n  fragColor = color;\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\n}\n"]),pickFragment:n(["precision mediump float;\n#define GLSLIFY 1\n\nvarying vec4 fragId;\nvarying vec2 vWeight;\n\nuniform vec2 shape;\nuniform vec4 pickOffset;\n\nvoid main() {\n  vec2 d = step(.5, vWeight);\n  vec4 id = fragId + pickOffset;\n  id.x += d.x + d.y*shape.x;\n\n  id.y += floor(id.x / 256.0);\n  id.x -= floor(id.x / 256.0) * 256.0;\n\n  id.z += floor(id.y / 256.0);\n  id.y -= floor(id.y / 256.0) * 256.0;\n\n  id.w += floor(id.z / 256.0);\n  id.z -= floor(id.z / 256.0) * 256.0;\n\n  gl_FragColor = id/255.;\n}\n"]),pickVertex:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 pickId;\nattribute vec2 weight;\n\nuniform vec2 shape;\nuniform mat3 viewTransform;\n\nvarying vec4 fragId;\nvarying vec2 vWeight;\n\nvoid main() {\n  vWeight = weight;\n\n  fragId = pickId;\n\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\n}\n"])}},{glslify:424}],269:[function(t,e,r){var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, nextPosition;\nattribute float arcLength, lineWidth;\nattribute vec4 color;\n\nuniform vec2 screenShape;\nuniform float pixelRatio;\nuniform mat4 model, view, projection;\n\nvarying vec4 fragColor;\nvarying vec3 worldPosition;\nvarying float pixelArcLength;\n\nvec4 project(vec3 p) {\n  return projection * view * model * vec4(p, 1.0);\n}\n\nvoid main() {\n  vec4 startPoint = project(position);\n  vec4 endPoint   = project(nextPosition);\n\n  vec2 A = startPoint.xy / startPoint.w;\n  vec2 B =   endPoint.xy /   endPoint.w;\n\n  float clipAngle = atan(\n    (B.y - A.y) * screenShape.y,\n    (B.x - A.x) * screenShape.x\n  );\n\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\n    sin(clipAngle),\n    -cos(clipAngle)\n  ) / screenShape;\n\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\n\n  worldPosition = position;\n  pixelArcLength = arcLength;\n  fragColor = color;\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3      clipBounds[2];\nuniform sampler2D dashTexture;\nuniform float     dashScale;\nuniform float     opacity;\n\nvarying vec3    worldPosition;\nvarying float   pixelArcLength;\nvarying vec4    fragColor;\n\nvoid main() {\n  if (\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\n    fragColor.a * opacity == 0.\n  ) discard;\n\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\n  if(dashWeight < 0.5) {\n    discard;\n  }\n  gl_FragColor = fragColor * opacity;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\n#define FLOAT_MAX  1.70141184e38\n#define FLOAT_MIN  1.17549435e-38\n\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\nvec4 packFloat(float v) {\n  float av = abs(v);\n\n  //Handle special cases\n  if(av < FLOAT_MIN) {\n    return vec4(0.0, 0.0, 0.0, 0.0);\n  } else if(v > FLOAT_MAX) {\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\n  } else if(v < -FLOAT_MAX) {\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\n  }\n\n  vec4 c = vec4(0,0,0,0);\n\n  //Compute exponent and mantissa\n  float e = floor(log2(av));\n  float m = av * pow(2.0, -e) - 1.0;\n\n  //Unpack mantissa\n  c[1] = floor(128.0 * m);\n  m -= c[1] / 128.0;\n  c[2] = floor(32768.0 * m);\n  m -= c[2] / 32768.0;\n  c[3] = floor(8388608.0 * m);\n\n  //Unpack exponent\n  float ebias = e + 127.0;\n  c[0] = floor(ebias / 2.0);\n  ebias -= c[0] * 2.0;\n  c[1] += floor(ebias) * 128.0;\n\n  //Unpack sign bit\n  c[0] += 128.0 * step(0.0, -v);\n\n  //Scale back to range\n  return c / 255.0;\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform float pickId;\nuniform vec3 clipBounds[2];\n\nvarying vec3 worldPosition;\nvarying float pixelArcLength;\nvarying vec4 fragColor;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\n\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\n}"]),l=[{name:"position",type:"vec3"},{name:"nextPosition",type:"vec3"},{name:"arcLength",type:"float"},{name:"lineWidth",type:"float"},{name:"color",type:"vec4"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{"gl-shader":323,glslify:424}],270:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var m=new v(e,r,o,s,l,d);return m.update(t),m};var n=t("gl-buffer"),i=t("gl-vao"),a=t("gl-texture2d"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t("binary-search-bounds"),c=t("ndarray"),u=t("./lib/shaders"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function m(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:m(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:m(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;"dashScale"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,"opacity"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],m=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(m)?m.length>e-1?m[e-1]:m.length>0?m[m.length-1]:[0,0,0,1]:m;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,"dashes"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,u,h,this.points[h])}},{"./lib/shaders":269,"binary-search-bounds":100,"gl-buffer":257,"gl-texture2d":338,"gl-vao":343,ndarray:462}],271:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],m=e[13],g=e[14],v=e[15];return t[0]=s*(h*v-p*g)-f*(l*v-c*g)+m*(l*p-c*h),t[1]=-(n*(h*v-p*g)-f*(i*v-a*g)+m*(i*p-a*h)),t[2]=n*(l*v-c*g)-s*(i*v-a*g)+m*(i*c-a*l),t[3]=-(n*(l*p-c*h)-s*(i*p-a*h)+f*(i*c-a*l)),t[4]=-(o*(h*v-p*g)-u*(l*v-c*g)+d*(l*p-c*h)),t[5]=r*(h*v-p*g)-u*(i*v-a*g)+d*(i*p-a*h),t[6]=-(r*(l*v-c*g)-o*(i*v-a*g)+d*(i*c-a*l)),t[7]=r*(l*p-c*h)-o*(i*p-a*h)+u*(i*c-a*l),t[8]=o*(f*v-p*m)-u*(s*v-c*m)+d*(s*p-c*f),t[9]=-(r*(f*v-p*m)-u*(n*v-a*m)+d*(n*p-a*f)),t[10]=r*(s*v-c*m)-o*(n*v-a*m)+d*(n*c-a*s),t[11]=-(r*(s*p-c*f)-o*(n*p-a*f)+u*(n*c-a*s)),t[12]=-(o*(f*g-h*m)-u*(s*g-l*m)+d*(s*h-l*f)),t[13]=r*(f*g-h*m)-u*(n*g-i*m)+d*(n*h-i*f),t[14]=-(r*(s*g-l*m)-o*(n*g-i*m)+d*(n*l-i*s)),t[15]=r*(s*h-l*f)-o*(n*h-i*f)+u*(n*l-i*s),t}},{}],272:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],273:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],274:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],275:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],f=t[10],h=t[11],p=t[12],d=t[13],m=t[14],g=t[15];return(e*o-r*a)*(f*g-h*m)-(e*s-n*a)*(u*g-h*d)+(e*l-i*a)*(u*m-f*d)+(r*s-n*o)*(c*g-h*p)-(r*l-i*o)*(c*m-f*p)+(n*l-i*s)*(c*d-u*p)}},{}],276:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,c=r*o,u=n*o,f=n*s,h=i*o,p=i*s,d=i*l,m=a*o,g=a*s,v=a*l;return t[0]=1-f-d,t[1]=u+v,t[2]=h-g,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+m,t[7]=0,t[8]=h+g,t[9]=p-m,t[10]=1-c-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],277:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o=r[0],s=r[1],l=r[2],c=Math.sqrt(o*o+s*s+l*l);if(Math.abs(c)<1e-6)return null;return o*=c=1/c,s*=c,l*=c,n=Math.sin(e),i=Math.cos(e),a=1-i,t[0]=o*o*a+i,t[1]=s*o*a+l*n,t[2]=l*o*a-s*n,t[3]=0,t[4]=o*s*a-l*n,t[5]=s*s*a+i,t[6]=l*s*a+o*n,t[7]=0,t[8]=o*l*a+s*n,t[9]=s*l*a-o*n,t[10]=l*l*a+i,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],278:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,c=a+a,u=n*s,f=n*l,h=n*c,p=i*l,d=i*c,m=a*c,g=o*s,v=o*l,y=o*c;return t[0]=1-(p+m),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+m),t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],279:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],280:[function(t,e,r){e.exports=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t}},{}],281:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],282:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],283:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],284:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(r-e),l=1/(i-n),c=1/(a-o);return t[0]=2*a*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*a*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(o+a)*c,t[11]=-1,t[12]=0,t[13]=0,t[14]=o*a*2*c,t[15]=0,t}},{}],285:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],286:[function(t,e,r){e.exports={create:t("./create"),clone:t("./clone"),copy:t("./copy"),identity:t("./identity"),transpose:t("./transpose"),invert:t("./invert"),adjoint:t("./adjoint"),determinant:t("./determinant"),multiply:t("./multiply"),translate:t("./translate"),scale:t("./scale"),rotate:t("./rotate"),rotateX:t("./rotateX"),rotateY:t("./rotateY"),rotateZ:t("./rotateZ"),fromRotation:t("./fromRotation"),fromRotationTranslation:t("./fromRotationTranslation"),fromScaling:t("./fromScaling"),fromTranslation:t("./fromTranslation"),fromXRotation:t("./fromXRotation"),fromYRotation:t("./fromYRotation"),fromZRotation:t("./fromZRotation"),fromQuat:t("./fromQuat"),frustum:t("./frustum"),perspective:t("./perspective"),perspectiveFromFieldOfView:t("./perspectiveFromFieldOfView"),ortho:t("./ortho"),lookAt:t("./lookAt"),str:t("./str")}},{"./adjoint":271,"./clone":272,"./copy":273,"./create":274,"./determinant":275,"./fromQuat":276,"./fromRotation":277,"./fromRotationTranslation":278,"./fromScaling":279,"./fromTranslation":280,"./fromXRotation":281,"./fromYRotation":282,"./fromZRotation":283,"./frustum":284,"./identity":285,"./invert":287,"./lookAt":288,"./multiply":289,"./ortho":290,"./perspective":291,"./perspectiveFromFieldOfView":292,"./rotate":293,"./rotateX":294,"./rotateY":295,"./rotateZ":296,"./scale":297,"./str":298,"./translate":299,"./transpose":300}],287:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],m=e[13],g=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*m-f*d,A=u*g-h*d,M=u*v-p*d,S=f*g-h*m,E=f*v-p*m,L=h*v-p*g,C=y*L-x*E+b*S+_*M-w*A+T*k;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(m*T-g*w+v*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-c*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-v*x)*C,t[7]=(u*T-h*b+p*x)*C,t[8]=(o*E-s*M+c*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-m*b+v*y)*C,t[11]=(f*b-u*w-p*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(m*x-d*_-g*y)*C,t[15]=(u*_-f*x+h*y)*C,t}},{}],288:[function(t,e,r){var n=t("./identity");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,m=e[0],g=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(m-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=m-_,h=g-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*m+o*g+s*v),t[13]=-(l*m+c*g+u*v),t[14]=-(f*m+h*g+p*v),t[15]=1,t}},{"./identity":285}],289:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],m=e[12],g=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*m,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*m,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*m,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*m,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],290:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],291:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],292:[function(t,e,r){e.exports=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),c=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*c*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t}},{}],293:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],m=e[8],g=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+m*_,t[1]=l*x+h*b+g*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+m*k,t[5]=l*w+h*T+g*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+m*S,t[9]=l*A+h*M+g*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],294:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],295:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],296:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],297:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],298:[function(t,e,r){e.exports=function(t){return"mat4("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+", "+t[4]+", "+t[5]+", "+t[6]+", "+t[7]+", "+t[8]+", "+t[9]+", "+t[10]+", "+t[11]+", "+t[12]+", "+t[13]+", "+t[14]+", "+t[15]+")"}},{}],299:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,m=r[0],g=r[1],v=r[2];e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*m+s*g+f*v+e[12],t[13]=i*m+l*g+h*v+e[13],t[14]=a*m+c*g+p*v+e[14],t[15]=o*m+u*g+d*v+e[15]);return t}},{}],300:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],301:[function(t,e,r){"use strict";var n=t("barycentric"),i=t("polytope-closest-point/lib/closest_point_2d.js");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,m=0;m<2;++m)d+=Math.pow(u[f][m]-e[m],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;v+=g[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,g),g]}},{barycentric:81,"polytope-closest-point/lib/closest_point_2d.js":488}],302:[function(t,e,r){var n=t("glslify"),i=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, normal;\nattribute vec4 color;\nattribute vec2 uv;\n\nuniform mat4 model\n           , view\n           , projection\n           , inverseModel;\nuniform vec3 eyePosition\n           , lightPosition;\n\nvarying vec3 f_normal\n           , f_lightDirection\n           , f_eyeDirection\n           , f_data;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvec4 project(vec3 p) {\n  return projection * view * model * vec4(p, 1.0);\n}\n\nvoid main() {\n  gl_Position      = project(position);\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n  f_color          = color;\n  f_data           = position;\n  f_uv             = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness,\n  float fresnel) {\n\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n  //Half angle vector\n  vec3 H = normalize(lightDirection + viewDirection);\n\n  //Geometric term\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\n  float VdotH = max(dot(viewDirection, H), 0.000001);\n  float LdotH = max(dot(lightDirection, H), 0.000001);\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\n  float G = min(1.0, min(G1, G2));\n  \n  //Distribution term\n  float D = beckmannDistribution(NdotH, roughness);\n\n  //Fresnel term\n  float F = pow(1.0 - VdotN, fresnel);\n\n  //Multiply terms and done\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness\n            , fresnel\n            , kambient\n            , kdiffuse\n            , kspecular;\nuniform sampler2D texture;\n\nvarying vec3 f_normal\n           , f_lightDirection\n           , f_eyeDirection\n           , f_data;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (f_color.a == 0.0 ||\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\n  ) discard;\n\n  vec3 N = normalize(f_normal);\n  vec3 L = normalize(f_lightDirection);\n  vec3 V = normalize(f_eyeDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\n\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = litColor * f_color.a;\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 uv;\n\nuniform mat4 model, view, projection;\n\nvarying vec4 f_color;\nvarying vec3 f_data;\nvarying vec2 f_uv;\n\nvoid main() {\n  gl_Position = projection * view * model * vec4(position, 1.0);\n  f_color = color;\n  f_data  = position;\n  f_uv    = uv;\n}"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform sampler2D texture;\nuniform float opacity;\n\nvarying vec4 f_color;\nvarying vec3 f_data;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\n\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\n}"]),l=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 uv;\nattribute float pointSize;\n\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\n  } else {\n    gl_Position = projection * view * model * vec4(position, 1.0);\n  }\n  gl_PointSize = pointSize;\n  f_color = color;\n  f_uv = uv;\n}"]),c=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform sampler2D texture;\nuniform float opacity;\n\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\n  if(dot(pointR, pointR) > 0.25) {\n    discard;\n  }\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\n}"]),u=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  gl_Position = projection * view * model * vec4(position, 1.0);\n  f_id        = id;\n  f_position  = position;\n}"]),f=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3  clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n  gl_FragColor = vec4(pickId, f_id.xyz);\n}"]),h=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3  position;\nattribute float pointSize;\nattribute vec4  id;\n\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\n  } else {\n    gl_Position  = projection * view * model * vec4(position, 1.0);\n    gl_PointSize = pointSize;\n  }\n  f_id         = id;\n  f_position   = position;\n}"]),p=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\n\nvoid main() {\n  gl_Position = projection * view * model * vec4(position, 1.0);\n}"]),d=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec3 contourColor;\n\nvoid main() {\n  gl_FragColor = vec4(contourColor, 1.0);\n}\n"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec3"},{name:"normal",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"pointSize",type:"float"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:"position",type:"vec3"},{name:"id",type:"vec4"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:"position",type:"vec3"},{name:"pointSize",type:"float"},{name:"id",type:"vec4"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:"position",type:"vec3"}]}},{glslify:424}],303:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("normals"),l=t("gl-mat4/multiply"),c=t("gl-mat4/invert"),u=t("ndarray"),f=t("colormap"),h=t("simplicial-complex-contour"),p=t("typedarray-pool"),d=t("./lib/shaders"),m=t("./lib/closest-point"),g=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=v,this.edgeIds=m,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],m=n[f][1],g=i[f],v=1-g,y=this.positions[d],x=this.positions[m],b=0;b<3;++b)o[s++]=g*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,"contourEnable"in t&&(this.contourEnable=t.contourEnable),"contourColor"in t&&(this.contourColor=t.contourColor),"lineWidth"in t&&(this.lineWidth=t.lineWidth),"lightPosition"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,"opacity"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),"opacityscale"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),"ambient"in t&&(this.ambientLight=t.ambient),"diffuse"in t&&(this.diffuseLight=t.diffuse),"specular"in t&&(this.specularLight=t.specular),"roughness"in t&&(this.roughness=t.roughness),"fresnel"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:"rgba"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],m=[],g=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,O=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!I)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(O)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<O.length;++R){F=O[R];z=Math.min(z,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];z=Math.min(z,F),D=Math.max(D,F)}this.intensity=P||(O||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(O||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],m.push(Z[0],Z[1]),g.push(R)}H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=m(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension("OES_standard_derivatives")||t.getExtension("MOZ_OES_standard_derivatives")||t.getExtension("WEBKIT_OES_standard_derivatives");if(!r)throw new Error("derivatives not supported");var n=M(t),s=S(t),l=E(t),c=L(t),f=C(t),h=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),m=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),A=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=i(t),O=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:O,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,m,g,v,x,b,k,_,w,A,I,R,O,z,D,F,B,N);return j.update(e),j}},{"./lib/closest-point":301,"./lib/shaders":302,colormap:132,"gl-buffer":257,"gl-mat4/invert":287,"gl-mat4/multiply":289,"gl-shader":323,"gl-texture2d":338,"gl-vao":343,ndarray:462,normals:465,"simplicial-complex-contour":532,"typedarray-pool":590}],304:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("./shaders");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{"./shaders":307,"gl-buffer":257,"gl-shader":323}],305:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("binary-search-bounds"),o=t("./shaders");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,m=0;m<2;++m){var g=a[m],v=a[m+2]-g,y=.5*(o[m+2]+o[m]),x=o[m+2]-o[m];u[m]=2*v/x,c[m]=2*(g-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(m=0;m<2;++m){f[0]=f[1]=0,f[m]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[m]/(s[m+2]-s[m])*d,r.uniforms.color=h[m];var _=6*n[m].length;p[m]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,m=s.viewBox,g=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=m[2]-m[0],_=m[3]-m[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,I=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),O=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*I,D=6*Math.max(0,O-I),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(m[0]-E[1])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[1]*g/y,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[1]-E[0])/x-1,o[0]=L[0]*g/y,o[1]=E[0]*g/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(m[2]+E[3])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[3]*g/y,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[3]+E[2])/x-1,o[0]=L[2]*g/y,o[1]=E[2]*g/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var m=0;m<6;++m)n[i++]=d,n[i++]=h[m],n[i++]=p[m]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{"./shaders":307,"binary-search-bounds":100,"gl-buffer":257,"gl-shader":323}],306:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("./shaders");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{"./shaders":307,"gl-buffer":257,"gl-shader":323}],307:[function(t,e,r){"use strict";var n=t("glslify"),i=n(["precision lowp float;\n#define GLSLIFY 1\nuniform vec4 color;\nvoid main() {\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\n}\n"]);e.exports={lineVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 coord;\n\nuniform vec4 screenBox;\nuniform vec2 start, end;\nuniform float width;\n\nvec2 perp(vec2 v) {\n  return vec2(v.y, -v.x);\n}\n\nvec2 screen(vec2 v) {\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\n}\n\nvoid main() {\n  vec2 delta = normalize(perp(start - end));\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\n}\n"]),lineFrag:i,textVert:n(["#define GLSLIFY 1\nattribute vec3 textCoordinate;\n\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\nuniform float angle;\n\nvoid main() {\n  float dataOffset  = textCoordinate.z;\n  vec2 glyphOffset  = textCoordinate.xy;\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\n    glyphMatrix * glyphOffset * textScale + screenOffset;\n  gl_Position = vec4(screenCoordinate, 0, 1);\n}\n"]),textFrag:i,gridVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec3 dataCoord;\n\nuniform vec2 dataAxis, dataShift, dataScale;\nuniform float lineWidth;\n\nvoid main() {\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\n  gl_Position = vec4(pos, 0, 1);\n}\n"]),gridFrag:i,boxVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 coord;\n\nuniform vec4 screenBox;\nuniform vec2 lo, hi;\n\nvec2 screen(vec2 v) {\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\n}\n\nvoid main() {\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\n}\n"]),tickVert:n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec3 dataCoord;\n\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\n\nvoid main() {\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\n}\n"])}},{glslify:424}],308:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t("gl-buffer"),i=t("gl-shader"),a=t("text-cache"),o=t("binary-search-bounds"),s=t("./shaders");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,m=l.prototype;m.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,m=e.tickPad,g=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*m[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*m[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),m.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),m.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],m=a[o+2]-f,g=i[o],v=i[o+2]-g;p[o]=2*l/u*m/v,h[o]=2*(s-c)/u*m/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),m.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,m=p.text,g=p.font||"sans-serif";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=m.split("\n"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:"center"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},m.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{"./shaders":307,"binary-search-bounds":100,"gl-buffer":257,"gl-shader":323,"text-cache":570}],309:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t("gl-select-static"),i=t("./lib/grid"),a=t("./lib/text"),o=t("./lib/line"),s=t("./lib/box");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var m=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(m,e[1],m,e[3],p[d],h[d]):o.drawLine(e[0],m,e[2],m,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),g[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),g[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),g[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!("titleEnable"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||["x","y"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||["sans-serif","sans-serif"],title:t.title||"",titleSize:t.titleSize||18,titleFont:t.titleFont||"sans-serif"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{"./lib/box":304,"./lib/grid":305,"./lib/line":306,"./lib/text":308,"gl-select-static":322}],310:[function(t,e,r){"use strict";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];"distanceLimits"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);"zoomMin"in e&&(r[0]=e.zoomMin);"zoomMax"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||"orbit",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:"rotate",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&"orthographic"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),"turntable"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener("contextmenu",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s="rotate"===o,l="pan"===o,u="zoom"===o,h=!!a.control,p=!!a.alt,m=!!a.shift,g=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!m||g&&!h&&!p&&m)&&c.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!m||v||g&&h&&!p&&!m)&&c.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&g&&!h&&!p&&!m||y||g&&!h&&p&&!m)){var M=-d.zoomSpeed*_/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener("touchstart",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener("touchmove",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener("touchend",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t("right-now"),i=t("3d-view"),a=t("mouse-change"),o=t("mouse-wheel"),s=t("mouse-event-offset"),l=t("has-passive-events")},{"3d-view":55,"has-passive-events":426,"mouse-change":449,"mouse-event-offset":450,"mouse-wheel":452,"right-now":518}],311:[function(t,e,r){var n=t("glslify"),i=t("gl-shader"),a=n(["precision mediump float;\n#define GLSLIFY 1\nattribute vec2 position;\nvarying vec2 uv;\nvoid main() {\n  uv = position;\n  gl_Position = vec4(position, 0, 1);\n}"]),o=n(["precision mediump float;\n#define GLSLIFY 1\n\nuniform sampler2D accumBuffer;\nvarying vec2 uv;\n\nvoid main() {\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\n  gl_FragColor = min(vec4(1,1,1,1), accum);\n}"]);e.exports=function(t){return i(t,a,o,null,[{name:"position",type:"vec2"}])}},{"gl-shader":323,glslify:424}],312:[function(t,e,r){"use strict";var n=t("./camera.js"),i=t("gl-axes3d"),a=t("gl-axes3d/properties"),o=t("gl-spikes3d"),s=t("gl-select-static"),l=t("gl-fbo"),c=t("a-big-triangle"),u=t("mouse-change"),f=t("gl-mat4/perspective"),h=t("gl-mat4/ortho"),p=t("./lib/shader"),d=t("is-mobile")({tablet:!0,featureDetect:!0});function m(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return"boolean"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement("canvas"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext("webgl",e))||(r=t.getContext("experimental-webgl",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error("webgl not supported");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new m,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&"orthographic"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||"turntable",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||"absolute",o.left="0px",o.top="0px",o.width=r+"px",o.height=n+"px",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,F);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function H(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener("resize",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener("resize",U),e.removeEventListener("webglcontextlost",H),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(O=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(L[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener("webglcontextlost",H);var q=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[q[0].slice(),q[1].slice()];function Y(){if(!H()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,O=O||t,A.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=q[0],i=q[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=N.pixelRatio,C.axes=N.axes,I=I||!!C.dirty,O=O||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var m=.05*(i[p]-n[p]);n[p]=n[p]-m,i[p]=i[p]+m}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(O=O||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:y}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var m=0;for(d=0;d<3;++d)m=Math.max(m,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/m,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(C=E[o]).axesBounds=d,N.clipToBounds&&(C.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),O&&(O=!1,function(){if(!H()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;A.enable&&(M=M||A.isTransparent(),A.draw(R)),S.axes=A,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(C=E[o]).axes=A,C.pixelRatio=N.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(R),C.isTransparent&&C.isTransparent()&&(M=!0)}if(M){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{"./camera.js":310,"./lib/shader":311,"a-big-triangle":66,"gl-axes3d":249,"gl-axes3d/properties":256,"gl-fbo":265,"gl-mat4/ortho":290,"gl-mat4/perspective":291,"gl-select-static":322,"gl-spikes3d":332,"is-mobile":435,"mouse-change":449}],313:[function(t,e,r){var n=t("glslify");r.pointVertex=n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\n\nuniform mat3 matrix;\nuniform float pointSize;\nuniform float pointCloud;\n\nhighp float rand(vec2 co) {\n  highp float a = 12.9898;\n  highp float b = 78.233;\n  highp float c = 43758.5453;\n  highp float d = dot(co.xy, vec2(a, b));\n  highp float e = mod(d, 3.14);\n  return fract(sin(e) * c);\n}\n\nvoid main() {\n  vec3 hgPosition = matrix * vec3(position, 1);\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\n    // if we don't jitter the point size a bit, overall point cloud\n    // saturation 'jumps' on zooming, which is disturbing and confusing\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\n  if(pointCloud != 0.0) { // pointCloud is truthy\n    // get the same square surface as circle would be\n    gl_PointSize *= 0.886;\n  }\n}"]),r.pointFragment=n(["precision mediump float;\n#define GLSLIFY 1\n\nuniform vec4 color, borderColor;\nuniform float centerFraction;\nuniform float pointCloud;\n\nvoid main() {\n  float radius;\n  vec4 baseColor;\n  if(pointCloud != 0.0) { // pointCloud is truthy\n    if(centerFraction == 1.0) {\n      gl_FragColor = color;\n    } else {\n      gl_FragColor = mix(borderColor, color, centerFraction);\n    }\n  } else {\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\n    if(radius > 1.0) {\n      discard;\n    }\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\n  }\n}\n"]),r.pickVertex=n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 pickId;\n\nuniform mat3 matrix;\nuniform float pointSize;\nuniform vec4 pickOffset;\n\nvarying vec4 fragId;\n\nvoid main() {\n  vec3 hgPosition = matrix * vec3(position, 1);\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\n  gl_PointSize = pointSize;\n\n  vec4 id = pickId + pickOffset;\n  id.y += floor(id.x / 256.0);\n  id.x -= floor(id.x / 256.0) * 256.0;\n\n  id.z += floor(id.y / 256.0);\n  id.y -= floor(id.y / 256.0) * 256.0;\n\n  id.w += floor(id.z / 256.0);\n  id.z -= floor(id.z / 256.0) * 256.0;\n\n  fragId = id;\n}\n"]),r.pickFragment=n(["precision mediump float;\n#define GLSLIFY 1\n\nvarying vec4 fragId;\n\nvoid main() {\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\n  if(radius > 1.0) {\n    discard;\n  }\n  gl_FragColor = fragId / 255.0;\n}\n"])},{glslify:424}],314:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("typedarray-pool"),o=t("./lib/shader");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r("sizeMin",.5),this.sizeMax=r("sizeMax",20),this.color=r("color",[1,0,0,1]).slice(),this.areaRatio=r("areaRatio",1),this.borderColor=r("borderColor",[0,0,0,1]).slice(),this.blend=r("blend",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{"./lib/shader":313,"gl-buffer":257,"gl-shader":323,"typedarray-pool":590}],315:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],m=r[2],g=r[3];(a=c*p+u*d+f*m+h*g)<0&&(a=-a,p=-p,d=-d,m=-m,g=-g);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*m,t[3]=s*h+l*g,t}},{}],316:[function(t,e,r){"use strict";e.exports=function(t){return t||0===t?t.toString():""}},{}],317:[function(t,e,r){"use strict";var n=t("vectorize-text");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:"center",textBaseline:"middle",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{"vectorize-text":596}],318:[function(t,e,r){var n=t("gl-shader"),i=t("glslify"),a=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform vec4 highlightId;\nuniform float highlightScale;\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0,0,0,0);\n  } else {\n    float scale = 1.0;\n    if(distance(highlightId, id) < 0.0001) {\n      scale = highlightScale;\n    }\n\n    vec4 worldPosition = model * vec4(position, 1);\n    vec4 viewPosition = view * worldPosition;\n    viewPosition = viewPosition / viewPosition.w;\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\n\n    gl_Position = clipPosition;\n    interpColor = color;\n    pickId = id;\n    dataCoordinate = position;\n  }\n}"]),o=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform vec2 screenSize;\nuniform vec3 clipBounds[2];\nuniform float highlightScale, pixelRatio;\nuniform vec4 highlightId;\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0,0,0,0);\n  } else {\n    float scale = pixelRatio;\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\n      scale *= highlightScale;\n    }\n\n    vec4 worldPosition = model * vec4(position, 1.0);\n    vec4 viewPosition = view * worldPosition;\n    vec4 clipPosition = projection * viewPosition;\n    clipPosition /= clipPosition.w;\n\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\n    interpColor = color;\n    pickId = id;\n    dataCoordinate = position;\n  }\n}"]),s=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform float highlightScale;\nuniform vec4 highlightId;\nuniform vec3 axes[2];\nuniform mat4 model, view, projection;\nuniform vec2 screenSize;\nuniform vec3 clipBounds[2];\nuniform float scale, pixelRatio;\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n    gl_Position = vec4(0,0,0,0);\n  } else {\n    float lscale = pixelRatio * scale;\n    if(distance(highlightId, id) < 0.0001) {\n      lscale *= highlightScale;\n    }\n\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\n\n    gl_Position = clipPosition;\n    interpColor = color;\n    pickId = id;\n    dataCoordinate = dataPosition;\n  }\n}\n"]),l=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 fragClipBounds[2];\nuniform float opacity;\n\nvarying vec4 interpColor;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\n    interpColor.a * opacity == 0.\n  ) discard;\n  gl_FragColor = interpColor * opacity;\n}\n"]),c=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 fragClipBounds[2];\nuniform float pickGroup;\n\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\n\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\n}"]),u=[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"glyph",type:"vec2"},{name:"id",type:"vec4"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},m={vertex:o,fragment:c,attributes:u},g={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,m)},r.createPickProject=function(t){return v(t,g)}},{"gl-shader":323,glslify:424}],319:[function(t,e,r){"use strict";var n=t("is-string-blank"),i=t("gl-buffer"),a=t("gl-vao"),o=t("typedarray-pool"),s=t("gl-mat4/multiply"),l=t("./lib/shaders"),c=t("./lib/glyphs"),u=t("./lib/get-simple-string"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function m(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),m=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new g(e,r,n,o,f,h,p,d,m,s,c,u);return v.update(t),v};var v=g.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,m=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=m,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*g]=0,i[g]<0?v[12+g]=d[0][g]:v[12+g]=d[1][g],s(v,c,v),l.model=v;var C=(g+1)%3,P=(g+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,m[0],g,-1e8),l.fragClipBounds[1]=E(k,m[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a="\u25bc",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if("perspective"in(t=t||{})&&(this.useOrtho=!t.perspective),"orthographic"in t&&(this.useOrtho=!!t.orthographic),"lineWidth"in t&&(this.lineWidth=t.lineWidth),"project"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if("projectScale"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,"projectOpacity"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=m(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,"opacity"in t&&(this.opacity=m(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||"normal",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var 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i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=i||c<=l)return null;var u=[o-i,c-l],f=a(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(i+n[0]*l)),h=function(t,e,r){for(var n=1e8,i=-1,a=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),f=t.get(l,c,1),h=t.get(l,c,2),p=t.get(l,c,3);if(u<255||f<255||h<255||p<255){var d=e-l,m=r-c,g=d*d+m*m;g<n&&(n=g,i=l,a=c)}}return[i,a,n]}(f.hi(u[0],u[1],1),r,r),p=h[0],d=h[1];return p<0||Math.pow(this.radius,2)<h[2]?null:new s(p+i|0,d+l|0,f.get(p,d,0),[f.get(p,d,1),f.get(p,d,2),f.get(p,d,3)],Math.sqrt(h[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{"bit-twiddle":101,"gl-fbo":265,ndarray:462,"typedarray-pool":590}],323:[function(t,e,r){"use strict";var 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w=c[y];if(w.type.indexOf("mat")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),A=0;A<T;++A)k[A]=_.length,b.push(w.name+"["+A+"]"),"number"==typeof w.location?_.push(w.location+A):Array.isArray(w.location)&&w.location.length===T&&"number"==typeof w.location[A]?_.push(0|w.location[A]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),"number"==typeof w.location?_.push(0|w.location):_.push(-1)}var M=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(M)>=0;)M+=1;_[y]=M}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(h.program,r[t].name)}E(),h._relink=E,h.types={uniforms:a(r),attributes:a(c)},h.attributes=i(p,h,x,_),Object.defineProperty(h,"uniforms",n(p,h,r,S))},e.exports=function(t,e,r,n,i){var a=new c(t);return 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radius of length(d), pointing in the direction of d.\n//\n// Each tube segment is made up of a ring of vertices.\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\n// The indexes of tube segments run from 0 to 8.\n//\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\n  float segmentCount = 8.0;\n\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d);\n  vec3 y = v * sin(angle) * length(d);\n  vec3 v3 = x + y;\n\n  normal = normalize(v3);\n\n  return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 color, position;\nattribute vec2 uv;\n\nuniform float vectorScale, tubeScale;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 eyePosition, lightPosition;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  // Scale the vector magnitude to stay constant with\n  // model & view changes.\n  vec3 normal;\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * tubePosition;\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\n  vec4 t_position  = view * tubePosition;\n  gl_Position      = projection * t_position;\n\n  f_color          = color;\n  f_data           = tubePosition.xyz;\n  f_position       = position.xyz;\n  f_uv             = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness,\n  float fresnel) {\n\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n  //Half angle vector\n  vec3 H = normalize(lightDirection + viewDirection);\n\n  //Geometric term\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\n  float VdotH = max(dot(viewDirection, H), 0.000001);\n  float LdotH = max(dot(lightDirection, H), 0.000001);\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\n  float G = min(1.0, min(G1, G2));\n  \n  //Distribution term\n  float D = beckmannDistribution(NdotH, roughness);\n\n  //Fresnel term\n  float F = pow(1.0 - VdotN, fresnel);\n\n  //Multiply terms and done\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform sampler2D texture;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n  vec3 N = normalize(f_normal);\n  vec3 L = normalize(f_lightDirection);\n  vec3 V = normalize(f_eyeDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = litColor * opacity;\n}\n"]),o=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n  // Return up-vector for only-z vector.\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\n  // Assign z = 0, x = -b, y = a:\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n    return normalize(vec3(-v.y, v.x, 0.0));\n  } else {\n    return normalize(vec3(0.0, v.z, -v.y));\n  }\n}\n\n// Calculate the tube vertex and normal at the given index.\n//\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\n//\n// Each tube segment is made up of a ring of vertices.\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\n// The indexes of tube segments run from 0 to 8.\n//\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\n  float segmentCount = 8.0;\n\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\n\n  vec3 u = getOrthogonalVector(d);\n  vec3 v = normalize(cross(u, d));\n\n  vec3 x = u * cos(angle) * length(d);\n  vec3 y = v * sin(angle) * length(d);\n  vec3 v3 = x + y;\n\n  normal = normalize(v3);\n\n  return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform float tubeScale;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  vec3 normal;\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n  gl_Position = projection * view * tubePosition;\n  f_id        = id;\n  f_position  = position.xyz;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3  clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n  gl_FragColor = vec4(pickId, f_id.xyz);\n}"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec4"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"vector",type:"vec4"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec4"},{name:"id",type:"vec4"},{name:"vector",type:"vec4"}]}},{glslify:424}],334:[function(t,e,r){"use strict";var n=t("gl-vec3"),i=t("gl-vec4"),a=["xyz","xzy","yxz","yzx","zxy","zyx"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],m=0,g=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(m,g,g,g,m,m);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=m;m=g,g=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var m=u[s],g=f.length;f=f.concat(m.positions),p=p.concat(m.vectors),d=d.concat(m.vertexIntensity);for(c=0;c<m.cells.length;c++){var v=m.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||"+x+y+z",p={};-1!==h.indexOf("-x")&&(p.reversedX=!0),-1!==h.indexOf("-y")&&(p.reversedY=!0),-1!==h.indexOf("-z")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,"").replace(/\+/g,""));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),m=s(a[1],c),g=s(a[2],u),v=d+1,y=m+1,x=g+1;if(d=l(d,0,f-1),v=l(v,0,f-1),m=l(m,0,h-1),y=l(y,0,h-1),g=l(g,0,p-1),x=l(x,0,p-1),d<0||m<0||g<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][m],L=a[1][y],C=a[2][g],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(m=h-1-m,y=h-1-y),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=m*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=g,A=x,b=d*p,_=v*p,w=m*p*f,T=y*p*f;break;case 3:w=m,T=y,k=g*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=m,T=y,b=d*h,_=v*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=v,k=g*f,A=x*f,w=m*f*p,T=y*f*p;break;default:b=d,_=v,w=m*f,T=y*f,k=g*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(H,D,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,q,I),n.lerp(W,H,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},m=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),m=c(r),g=c(n),v=Math.min(d,m,g);return isFinite(v)?v:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],I=[],O=d(C),z=C;I.push(O);var D=[],R=m(C,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),g.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.length<i&&T(C);){B++;var N=n.clone(O),j=n.squaredLength(N);if(0===j)break;if(j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=m(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t("./lib/shaders"),f=t("gl-cone3d").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:"streamtube"})}},{"./lib/shaders":333,"gl-cone3d":258,"gl-vec3":362,"gl-vec4":398}],335:[function(t,e,r){var n=t("gl-shader"),i=t("glslify"),a=i(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec4 uv;\nattribute vec3 f;\nattribute vec3 normal;\n\nuniform vec3 objectOffset;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 lightPosition, eyePosition;\nuniform sampler2D colormap;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n  vec3 localCoordinate = vec3(uv.zw, f.x);\n  worldCoordinate = objectOffset + localCoordinate;\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\n  vec4 clipPosition = projection * view * worldPosition;\n  gl_Position = clipPosition;\n  kill = f.y;\n  value = f.z;\n  planeCoordinate = uv.xy;\n\n  vColor = texture2D(colormap, vec2(value, value));\n\n  //Lighting geometry parameters\n  vec4 cameraCoordinate = view * worldPosition;\n  cameraCoordinate.xyz /= cameraCoordinate.w;\n  lightDirection = lightPosition - cameraCoordinate.xyz;\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\n}\n"]),o=i(["precision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n  float NdotH = max(x, 0.0001);\n  float cos2Alpha = NdotH * NdotH;\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n  float roughness2 = roughness * roughness;\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n  return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat beckmannSpecular(\n  vec3 lightDirection,\n  vec3 viewDirection,\n  vec3 surfaceNormal,\n  float roughness) {\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\n}\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 lowerBound, upperBound;\nuniform float contourTint;\nuniform vec4 contourColor;\nuniform sampler2D colormap;\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform float vertexColor;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n  if (\n    kill > 0.0 ||\n    vColor.a == 0.0 ||\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\n  ) discard;\n\n  vec3 N = normalize(surfaceNormal);\n  vec3 V = normalize(eyeDirection);\n  vec3 L = normalize(lightDirection);\n\n  if(gl_FrontFacing) {\n    N = -N;\n  }\n\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n  //decide how to interpolate color \u2014 in vertex or in fragment\n  vec4 surfaceColor =\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\n    step(.5, vertexColor) * vColor;\n\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\n\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\n}\n"]),s=i(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec4 uv;\nattribute float f;\n\nuniform vec3 objectOffset;\nuniform mat3 permutation;\nuniform mat4 model, view, projection;\nuniform float height, zOffset;\nuniform sampler2D colormap;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\n  worldCoordinate = objectOffset + dataCoordinate;\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\n\n  vec4 clipPosition = projection * view * worldPosition;\n  clipPosition.z += zOffset;\n\n  gl_Position = clipPosition;\n  value = f + objectOffset.z;\n  kill = -1.0;\n  planeCoordinate = uv.zw;\n\n  vColor = texture2D(colormap, vec2(value, value));\n\n  //Don't do lighting for contours\n  surfaceNormal   = vec3(1,0,0);\n  eyeDirection    = vec3(0,1,0);\n  lightDirection  = vec3(0,0,1);\n}\n"]),l=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n  return ((p > max(a, b)) || \n          (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n  return (outOfRange(a.x, b.x, p.x) ||\n          outOfRange(a.y, b.y, p.y) ||\n          outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n  return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec2 shape;\nuniform vec3 clipBounds[2];\nuniform float pickId;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 surfaceNormal;\n\nvec2 splitFloat(float v) {\n  float vh = 255.0 * v;\n  float upper = floor(vh);\n  float lower = fract(vh);\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\n}\n\nvoid main() {\n  if ((kill > 0.0) ||\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\n\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\n}\n"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:"uv",type:"vec4"},{name:"f",type:"vec3"},{name:"normal",type:"vec3"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:"uv",type:"vec4"},{name:"f",type:"vec3"},{name:"normal",type:"vec3"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:"uv",type:"vec4"},{name:"f",type:"float"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:"uv",type:"vec4"},{name:"f",type:"float"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{"gl-shader":323,glslify:424}],336:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),m=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);m.minFilter=e.LINEAR,m.magFilter=e.LINEAR;var g=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,m,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||"jet",g.update(v),g};var n=t("bit-twiddle"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("typedarray-pool"),l=t("colormap"),c=t("ndarray-ops"),u=t("ndarray-pack"),f=t("ndarray"),h=t("surface-nets"),p=t("gl-mat4/multiply"),d=t("gl-mat4/invert"),m=t("binary-search-bounds"),g=t("ndarray-gradient"),v=t("./lib/shaders"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,m,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=m,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:"rgba"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var m=0;m<this.contourLevels[o].length;++m)m===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==m&&m-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][m]&&(f.uniforms.height=this.contourLevels[o][m],h.draw(r.LINES,this._contourCounts[o][m],this._contourOffsets[o][m]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return z.call(this,t,!1)},S.drawTransparent=function(t){return z.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=O;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=C(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,g=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*g;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=m.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,"contourWidth"in t&&(this.contourWidth=R(t.contourWidth,Number)),"showContour"in t&&(this.showContour=R(t.showContour,Boolean)),"showSurface"in t&&(this.showSurface=!!t.showSurface),"contourTint"in t&&(this.contourTint=R(t.contourTint,Boolean)),"contourColor"in t&&(this.contourColor=B(t.contourColor)),"contourProject"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),"surfaceProject"in t&&(this.surfaceProject=t.surfaceProject),"dynamicColor"in t&&(this.dynamicColor=B(t.dynamicColor)),"dynamicTint"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),"dynamicWidth"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),"opacity"in t&&(this.opacity=t.opacity),"opacityscale"in t&&(this.opacityscale=t.opacityscale),"colorBounds"in t&&(this.colorBounds=t.colorBounds),"vertexColor"in t&&(this.vertexColor=t.vertexColor?1:0),"colormap"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),"field"in t||"coords"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error("gl-surface: invalid coordinates for x/y");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error("gl-surface: coords have incorrect shape");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error("gl-surface: invalid ticks");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error("gl-surface: invalid tick length");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var m=[0,0];m[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],m,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),y[o],"mirror");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),A=x.get(1,o,v,1),M=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-A*M,L=M*w-S*_,C=_*A-w*k,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,L*P),b.set(o,v,2,C*P)}s.free(x.data);var I=[1/0,1/0,1/0],O=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+v+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Y=o+T[q][0],W=v+T[q][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),L=b.get(Y+1,W+1,1),C=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=L,N[j++]=C,I[0]=Math.min(I[0],X+this.objectOffset[0]),I[1]=Math.min(I[1],Z+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),z=Math.min(z,J),O[0]=Math.max(O[0],X+this.objectOffset[0]),O[1]=Math.max(O[1],Z+this.objectOffset[1]),O[2]=Math.max(O[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,O],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if("levels"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var mt=($+dt+1)%3;for(V=0;V<2;++V){var gt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var vt=H?ht:1-ht;if(W=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[mt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=gt*vt;nt[dt]+=yt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),m=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<m.length;++e)for(var v=m[e],y=0;y<2;++y){var x=g[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,I=T*L,O=T*E,z=C*f.get(_,M)+P*f.get(_,S)+I*f.get(w,M)+O*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+I*p.get(w,M)+O*p.get(w,S);if(isNaN(z)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{"./lib/shaders":335,"binary-search-bounds":100,"bit-twiddle":101,colormap:132,"gl-buffer":257,"gl-mat4/invert":287,"gl-mat4/multiply":289,"gl-texture2d":338,"gl-vao":343,ndarray:462,"ndarray-gradient":455,"ndarray-ops":457,"ndarray-pack":458,"surface-nets":565,"typedarray-pool":590}],337:[function(t,e,r){"use strict";var n=t("css-font"),i=t("pick-by-alias"),a=t("regl"),o=t("gl-util/context"),s=t("es6-weak-map"),l=t("color-normalize"),c=t("font-atlas"),u=t("typedarray-pool"),f=t("parse-rect"),h=t("is-plain-obj"),p=t("parse-unit"),d=t("to-px"),m=t("detect-kerning"),g=t("object-assign"),v=t("font-measure"),y=t("flatten-vertex-data"),x=t("bit-twiddle").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement("div"));w.style.font="italic small-caps bold condensed 16px/2 cursive",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return"function"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:"uint8",usage:"stream"}),this.sizeBuffer=this.regl.buffer({type:"float",usage:"stream"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:"src alpha",dstRGB:"one minus src alpha",srcAlpha:"one minus dst alpha",dstAlpha:"one"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop("count"),offset:t.prop("offset"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this("sizeBuffer")},width:{offset:0,stride:8,buffer:t.this("sizeBuffer")},char:t.this("charBuffer"),position:t.this("position")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop("color"),opacity:t.prop("opacity"),viewport:t.this("viewportArray"),scale:t.this("scale"),align:t.prop("align"),baseline:t.prop("baseline"),translate:t.this("translate"),positionOffset:t.prop("positionOffset")},primitive:"points",viewport:t.this("viewport"),vert:"\n\t\t\tprecision highp float;\n\t\t\tattribute float width, charOffset, char;\n\t\t\tattribute vec2 position;\n\t\t\tuniform float fontSize, charStep, em, align, baseline;\n\t\t\tuniform vec4 viewport;\n\t\t\tuniform vec4 color;\n\t\t\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\n\t\t\tvarying vec2 charCoord, charId;\n\t\t\tvarying float charWidth;\n\t\t\tvarying vec4 fontColor;\n\t\t\tvoid main () {\n\t\t\t\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\n\t\t\t\t\t+ vec2(positionOffset.x, -positionOffset.y)))\n\t\t\t\t\t/ (viewport.zw * scale.xy);\n\n\t\t\t\tvec2 position = (position + translate) * scale;\n\t\t\t\tposition += offset * scale;\n\n\t\t\t\tcharCoord = position * viewport.zw + viewport.xy;\n\n\t\t\t\tgl_Position = vec4(position * 2. - 1., 0, 1);\n\n\t\t\t\tgl_PointSize = charStep;\n\n\t\t\t\tcharId.x = mod(char, atlasDim.x);\n\t\t\t\tcharId.y = floor(char / atlasDim.x);\n\n\t\t\t\tcharWidth = width * em;\n\n\t\t\t\tfontColor = color / 255.;\n\t\t\t}",frag:"\n\t\t\tprecision highp float;\n\t\t\tuniform float fontSize, charStep, opacity;\n\t\t\tuniform vec2 atlasSize;\n\t\t\tuniform vec4 viewport;\n\t\t\tuniform sampler2D atlas;\n\t\t\tvarying vec4 fontColor;\n\t\t\tvarying vec2 charCoord, charId;\n\t\t\tvarying float charWidth;\n\n\t\t\tfloat lightness(vec4 color) {\n\t\t\t\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\n\t\t\t}\n\n\t\t\tvoid main () {\n\t\t\t\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\n\t\t\t\tfloat halfCharStep = floor(charStep * .5 + .5);\n\n\t\t\t\t// invert y and shift by 1px (FF expecially needs that)\n\t\t\t\tuv.y = charStep - uv.y;\n\n\t\t\t\t// ignore points outside of character bounding box\n\t\t\t\tfloat halfCharWidth = ceil(charWidth * .5);\n\t\t\t\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\n\t\t\t\t\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\n\n\t\t\t\tuv += charId * charStep;\n\t\t\t\tuv = uv / atlasSize;\n\n\t\t\t\tvec4 color = fontColor;\n\t\t\t\tvec4 mask = texture2D(atlas, uv);\n\n\t\t\t\tfloat maskY = lightness(mask);\n\t\t\t\t// float colorY = lightness(color);\n\t\t\t\tcolor.a *= maskY;\n\t\t\t\tcolor.a *= opacity;\n\n\t\t\t\t// color.a += .1;\n\n\t\t\t\t// antialiasing, see yiq color space y-channel formula\n\t\t\t\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\n\n\t\t\t\tgl_FragColor = color;\n\t\t\t}"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if("string"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:"position positions coord coords coordinates",font:"font fontFace fontface typeface cssFont css-font family fontFamily",fontSize:"fontSize fontsize size font-size",text:"text texts chars characters value values symbols",align:"align alignment textAlign textbaseline",baseline:"baseline textBaseline textbaseline",direction:"dir direction textDirection",color:"color colour fill fill-color fillColor textColor textcolor",kerning:"kerning kern",range:"range dataBox",viewport:"vp viewport viewBox viewbox viewPort",opacity:"opacity alpha transparency visible visibility opaque",offset:"offset positionOffset padding shift indent indentation"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&("number"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+"px sans-serif");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if("string"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+"px "+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(", "),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:"top",fontSize:T.baseFontSize,fontStyle:u.join(" ")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),"string"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join("")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);g(t.kerning,m(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:"float",data:k}):this.position=this.regl.buffer({type:"float",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,O=0;I<this.counts.length;I++){for(var z=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(O),N=this.text.charAt(O-1);if(C[O]=R.ids[B],P[2*O]=D.width[B],F){var j=P[2*O-2],U=P[2*O],V=P[2*O-1]+.5*j+.5*U;if(this.kerning){var H=D.kerning[N+B];H&&(V+=.001*H)}P[2*O+1]=V}else P[2*O+1]=.5*P[2*O];O++}this.textWidth.push(P.length?.5*P[2*O-2]+P[2*O-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:"uint8",usage:"stream"}),this.sizeBuffer({data:P,type:"float",usage:"stream"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if("number"==typeof n)return n;switch(n){case"right":case"end":return-t;case"center":case"centre":case"middle":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+="number"==typeof t?t-n.baseline:-n[t],i*=-1}))),null!=t.color)if(t.color||(t.color="transparent"),"string"!=typeof t.color&&isNaN(t.color)){var q;if("number"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;q=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)q.set(l(Y(W,W+4),"uint8"),W)}else{var X=t.color.length;q=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)q.set(l(t.color[Z]||0,"uint8"),4*Z)}this.color=q}else this.color=l(t.color,"uint8");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text="",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.maxAtlasSize=1024,T.atlasCanvas=document.createElement("canvas"),T.atlasContext=T.atlasCanvas.getContext("2d",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{"bit-twiddle":101,"color-normalize":126,"css-font":146,"detect-kerning":173,"es6-weak-map":233,"flatten-vertex-data":244,"font-atlas":245,"font-measure":246,"gl-util/context":339,"is-plain-obj":437,"object-assign":466,"parse-rect":471,"parse-unit":473,"pick-by-alias":475,regl:516,"to-px":574,"typedarray-pool":590}],338:[function(t,e,r){"use strict";var n=t("ndarray"),i=t("ndarray-ops"),a=t("typedarray-pool");e.exports=function(t){if(arguments.length<=1)throw new Error("gl-texture2d: Missing arguments for texture2d constructor");o||c(t);if("number"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if("object"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error("gl-texture2d: Invalid arguments for texture2d constructor")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return"undefined"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||"undefined"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||"undefined"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||"undefined"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function 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y=u.size,x=c.indexOf(o)<0;x&&c.push(o);if(d===l&&v)0===u.offset&&u.data.length===y?x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,u.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,u.data):x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,u.data.subarray(u.offset,u.offset+y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,u.data.subarray(u.offset,u.offset+y));else{var b;b=l===t.FLOAT?a.mallocFloat32(y):a.mallocUint8(y);var _=n(b,p,[p[2],p[2]*p[0],1]);d===t.FLOAT&&l===t.UNSIGNED_BYTE?f(_,u):i.assign(_,u),x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,b.subarray(0,y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,b.subarray(0,y)),l===t.FLOAT?a.freeFloat32(b):a.freeUint8(b)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},{ndarray:462,"ndarray-ops":457,"typedarray-pool":590}],339:[function(t,e,r){(function(r){(function(){"use strict";var n=t("pick-by-alias");function 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Use headless-gl.");t.container=document.body||document.documentElement,t.canvas=o(),t.container.appendChild(t.canvas),i(t)}return t.gl||["webgl","experimental-webgl","webgl-experimental"].some((function(e){try{t.gl=t.canvas.getContext(e,t.attrs)}catch(t){}return t.gl})),t.gl}}).call(this)}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"pick-by-alias":475}],340:[function(t,e,r){"use strict";e.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length>n)throw new Error("gl-vao: Too many vertex attributes");for(var i=0;i<r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,c=!!a.normalized,u=a.stride||0,f=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,c,u,f)}else{if("number"==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else 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f(this.rightPoints,t,e)}return h(this.leftPoints,e)},a.queryInterval=function(t,e,r){var n;if(t<this.mid&&this.left&&(n=this.left.queryInterval(t,e,r)))return n;if(e>this.mid&&this.right&&(n=this.right.queryInterval(t,e,r)))return n;return e<this.mid?u(this.leftPoints,e,r):t>this.mid?f(this.rightPoints,t,r):h(this.leftPoints,r)};var y=v.prototype;y.insert=function(t){this.root?this.root.insert(t):this.root=new i(t[0],null,null,[t],[t])},y.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&&(this.root=null),0!==e}return!1},y.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},y.queryInterval=function(t,e,r){if(t<=e&&this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(y,"count",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(y,"intervals",{get:function(){return this.root?this.root.intervals([]):[]}})},{"binary-search-bounds":100}],431:[function(t,e,r){"use strict";e.exports=function(t){for(var e=new 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+/*!
+ * Determine if an object is a Buffer
+ *
+ * @author   Feross Aboukhadijeh <https://feross.org>
+ * @license  MIT
+ */
+e.exports=function(t){return null!=t&&(n(t)||function(t){return"function"==typeof t.readFloatLE&&"function"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],434:[function(t,e,r){"use strict";e.exports="undefined"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\//.test(navigator.appVersion))},{}],435:[function(t,e,r){"use strict";e.exports=a,e.exports.isMobile=a,e.exports.default=a;var n=/(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series[46]0|symbian|treo|up\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series[46]0|symbian|treo|up\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;if(e||"undefined"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&"string"==typeof e.headers["user-agent"]&&(e=e.headers["user-agent"]),"string"!=typeof e)return!1;var r=t.tablet?i.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf("Macintosh")&&-1!==e.indexOf("Safari")&&(r=!0),r}},{}],436:[function(t,e,r){"use strict";e.exports=function(t){var e=typeof t;return null!==t&&("object"===e||"function"===e)}},{}],437:[function(t,e,r){"use strict";var n=Object.prototype.toString;e.exports=function(t){var e;return"[object Object]"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],438:[function(t,e,r){"use strict";e.exports=function(t){for(var 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n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,i,a,o;for(void 0===e&&(e=1e-6),i=t,o=0;o<8;o++){if(a=this.sampleCurveX(i)-t,Math.abs(a)<e)return i;var s=this.sampleCurveDerivativeX(i);if(Math.abs(s)<1e-6)break;i-=a/s}if((i=t)<(r=0))return r;if(i>(n=1))return n;for(;r<n;){if(a=this.sampleCurveX(i),Math.abs(a-t)<e)return i;t>a?r=i:n=i,i=.5*(n-r)+r}return i},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var i=a;function a(t,e){this.x=t,this.y=e}function o(t,e,n,i){var a=new r(t,e,n,i);return function(t){return a.solve(t)}}a.prototype={clone:function(){return new a(this.x,this.y)},add:function(t){return this.clone()._add(t)},sub:function(t){return this.clone()._sub(t)},multByPoint:function(t){return this.clone()._multByPoint(t)},divByPoint:function(t){return this.clone()._divByPoint(t)},mult:function(t){return this.clone()._mult(t)},div:function(t){return this.clone()._div(t)},rotate:function(t){return this.clone()._rotate(t)},rotateAround:function(t,e){return this.clone()._rotateAround(t,e)},matMult:function(t){return this.clone()._matMult(t)},unit:function(){return this.clone()._unit()},perp:function(){return this.clone()._perp()},round:function(){return this.clone()._round()},mag:function(){return Math.sqrt(this.x*this.x+this.y*this.y)},equals:function(t){return this.x===t.x&&this.y===t.y},dist:function(t){return Math.sqrt(this.distSqr(t))},distSqr:function(t){var e=t.x-this.x,r=t.y-this.y;return e*e+r*r},angle:function(){return Math.atan2(this.y,this.x)},angleTo:function(t){return Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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0===s?jr(e.default,r.default):n(e,r,s,i,a)}}}(this._parameters,this._specification))};function Qr(t){var e=t.key,r=t.value,n=t.valueSpec||{},i=t.objectElementValidators||{},a=t.style,o=t.styleSpec,s=[],l=Fr(r);if("object"!==l)return[new Ct(e,r,"object expected, "+l+" found")];for(var c in r){var u=c.split(".")[0],f=n[u]||n["*"],h=void 0;if(i[u])h=i[u];else if(n[u])h=kn;else if(i["*"])h=i["*"];else{if(!n["*"]){s.push(new Ct(e,r[c],'unknown property "'+c+'"'));continue}h=kn}s=s.concat(h({key:(e?e+".":e)+c,value:r[c],valueSpec:f,style:a,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)i[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new Ct(e,r,'missing required property "'+p+'"'));return s}function $r(t){var e=t.value,r=t.valueSpec,n=t.style,i=t.styleSpec,a=t.key,o=t.arrayElementValidator||kn;if("array"!==Fr(e))return[new Ct(a,e,"array expected, "+Fr(e)+" found")];if(r.length&&e.length!==r.length)return[new Ct(a,e,"array length "+r.length+" expected, length 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0===t.value.property,l=!s,c="array"===Fr(t.value.stops)&&"array"===Fr(t.value.stops[0])&&"object"===Fr(t.value.stops[0][0]),u=Qr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if("identity"===a)return[new Ct(t.key,t.value,'identity function may not have a "stops" property')];var e=[],r=t.value;e=e.concat($r({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),"array"===Fr(r)&&0===r.length&&e.push(new Ct(t.key,r,"array must have at least one stop"));return e},default:function(t){return kn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return"identity"===a&&s&&u.push(new Ct(t.key,t.value,'missing required property "property"')),"identity"===a||t.value.stops||u.push(new Ct(t.key,t.value,'missing required property "stops"')),"exponential"===a&&t.valueSpec.expression&&!Rr(t.valueSpec)&&u.push(new Ct(t.key,t.value,"exponential functions not supported")),t.styleSpec.$version>=8&&(l&&!zr(t.valueSpec)?u.push(new Ct(t.key,t.value,"property functions not supported")):s&&!Dr(t.valueSpec)&&u.push(new Ct(t.key,t.value,"zoom functions not supported"))),"categorical"!==a&&!c||void 0!==t.value.property||u.push(new Ct(t.key,t.value,'"property" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if("array"!==Fr(a))return[new Ct(s,a,"array expected, "+Fr(a)+" found")];if(2!==a.length)return[new Ct(s,a,"array length 2 expected, length "+a.length+" found")];if(c){if("object"!==Fr(a[0]))return[new Ct(s,a,"object expected, "+Fr(a[0])+" found")];if(void 0===a[0].zoom)return[new Ct(s,a,"object stop key must have zoom")];if(void 0===a[0].value)return[new Ct(s,a,"object stop key must have value")];if(n&&n>Ot(a[0].zoom))return[new Ct(s,a[0].zoom,"stop zoom values must appear in ascending order")];Ot(a[0].zoom)!==n&&(n=Ot(a[0].zoom),r=void 0,o={}),e=e.concat(Qr({key:s+"[0]",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:tn,value:h}}))}else e=e.concat(h({key:s+"[0]",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Yr(zt(a[1]))?e.concat([new Ct(s+"[1]",a[1],"expressions are not allowed in function stops.")]):e.concat(kn({key:s+"[1]",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Fr(t.value),l=Ot(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Ct(t.key,c,s+" stop domain type must match previous stop domain type "+e)]}else e=s;if("number"!==s&&"string"!==s&&"boolean"!==s)return[new Ct(t.key,c,"stop domain value must be a number, string, or boolean")];if("number"!==s&&"categorical"!==a){var u="number expected, "+s+" found";return zr(i)&&void 0===a&&(u+='\nIf you intended to use a categorical function, specify `"type": "categorical"`.'),[new Ct(t.key,c,u)]}return"categorical"!==a||"number"!==s||isFinite(l)&&Math.floor(l)===l?"categorical"!==a&&"number"===s&&void 0!==r&&l<r?[new Ct(t.key,c,"stop domain values must appear in ascending order")]:(r=l,"categorical"===a&&l in o?[new Ct(t.key,c,"stop domain values must be unique")]:(o[l]=!0,[])):[new Ct(t.key,c,"integer expected, found "+l)]}}function rn(t){var e=("property"===t.expressionContext?Jr:Wr)(zt(t.value),t.valueSpec);if("error"===e.result)return e.value.map((function(e){return new Ct(""+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if("property"===t.expressionContext&&"text-font"===t.propertyKey&&!r.outputDefined())return[new Ct(t.key,t.value,'Invalid data expression for "'+t.propertyKey+'". Output values must be contained as literals within the expression.')];if("property"===t.expressionContext&&"layout"===t.propertyType&&!Be(r))return[new Ct(t.key,t.value,'"feature-state" data expressions are not supported with layout properties.')];if("filter"===t.expressionContext&&!Be(r))return[new Ct(t.key,t.value,'"feature-state" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf("cluster")){if(!Ne(r,["zoom","feature-state"]))return[new Ct(t.key,t.value,'"zoom" and "feature-state" expressions are not supported with cluster properties.')];if("cluster-initial"===t.expressionContext&&!Fe(r))return[new Ct(t.key,t.value,"Feature data expressions are not supported with initial expression part of cluster properties.")]}return[]}function nn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ot(r))&&i.push(new Ct(e,r,"expected one of ["+n.values.join(", ")+"], "+JSON.stringify(r)+" found")):-1===Object.keys(n.values).indexOf(Ot(r))&&i.push(new Ct(e,r,"expected one of ["+Object.keys(n.values).join(", ")+"], "+JSON.stringify(r)+" found")),i}function an(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case"has":return t.length>=2&&"$id"!==t[1]&&"$type"!==t[1];case"in":return t.length>=3&&("string"!=typeof t[1]||Array.isArray(t[2]));case"!in":case"!has":case"none":return!1;case"==":case"!=":case">":case">=":case"<":case"<=":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case"any":case"all":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!an(n)&&"boolean"!=typeof n)return!1}return!0;default:return!0}}Kr.deserialize=function(t){return new Kr(t._parameters,t._specification)},Kr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var on={type:"boolean",default:!1,transition:!1,"property-type":"data-driven",expression:{interpolated:!1,parameters:["zoom","feature"]}};function sn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};an(t)||(t=cn(t));var e=Wr(t,on);if("error"===e.result)throw new Error(e.value.map((function(t){return t.key+": "+t.message})).join(", "));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if("within"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function ln(t,e){return t<e?-1:t>e?1:0}function cn(t){if(!t)return!0;var e,r=t[0];return t.length<=1?"any"!==r:"=="===r?un(t[1],t[2],"=="):"!="===r?pn(un(t[1],t[2],"==")):"<"===r||">"===r||"<="===r||">="===r?un(t[1],t[2],r):"any"===r?(e=t.slice(1),["any"].concat(e.map(cn))):"all"===r?["all"].concat(t.slice(1).map(cn)):"none"===r?["all"].concat(t.slice(1).map(cn).map(pn)):"in"===r?fn(t[1],t.slice(2)):"!in"===r?pn(fn(t[1],t.slice(2))):"has"===r?hn(t[1]):"!has"===r?pn(hn(t[1])):"within"!==r||t}function un(t,e,r){switch(t){case"$type":return["filter-type-"+r,e];case"$id":return["filter-id-"+r,e];default:return["filter-"+r,t,e]}}function fn(t,e){if(0===e.length)return!1;switch(t){case"$type":return["filter-type-in",["literal",e]];case"$id":return["filter-id-in",["literal",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?["filter-in-large",t,["literal",e.sort(ln)]]:["filter-in-small",t,["literal",e]]}}function hn(t){switch(t){case"$type":return!0;case"$id":return["filter-has-id"];default:return["filter-has",t]}}function pn(t){return["!",t]}function dn(t){return an(zt(t.value))?rn(It({},t,{expressionContext:"filter",valueSpec:{value:"boolean"}})):function t(e){var r=e.value,n=e.key;if("array"!==Fr(r))return[new Ct(n,r,"array expected, "+Fr(r)+" found")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new Ct(n,r,"filter array must have at least 1 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Ct(n,r,'filter array for "'+r[0]+'" operator must have 2 elements')):"string"!==i&&o.push(new Ct(n+"[1]",r[1],"string expected, "+i+" found"));break;case"within":i=Fr(r[1]),2!==r.length?o.push(new Ct(n,r,'filter array for "'+r[0]+'" operator must have 2 elements')):"object"!==i&&o.push(new Ct(n+"[1]",r[1],"object expected, "+i+" found"))}return o}(t)}function mn(t,e){var r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+"_"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if("paint"===e&&l&&s[l[1]]&&s[l[1]].transition)return kn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Ct(r,a,'unknown property "'+o+'"')];if("string"===Fr(a)&&zr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Ct(r,a,'"'+o+'" does not support interpolation syntax\nUse an identity property function instead: `{ "type": "identity", "property": '+JSON.stringify(c[1])+" }`.")];var f=[];return"symbol"===t.layerType&&("text-field"===o&&n&&!n.glyphs&&f.push(new Ct(r,a,'use of "text-field" requires a style "glyphs" property')),"text-font"===o&&Br(zt(a))&&"identity"===Ot(a.type)&&f.push(new Ct(r,a,'"text-font" does not support identity functions'))),f.concat(kn({key:t.key,value:a,valueSpec:u,style:n,styleSpec:i,expressionContext:"property",propertyType:e,propertyKey:o}))}function gn(t){return mn(t,"paint")}function vn(t){return mn(t,"layout")}function yn(t){var e=[],r=t.value,n=t.key,i=t.style,a=t.styleSpec;r.type||r.ref||e.push(new Ct(n,r,'either "type" or "ref" is required'));var o,s=Ot(r.type),l=Ot(r.ref);if(r.id)for(var c=Ot(r.id),u=0;u<t.arrayIndex;u++){var f=i.layers[u];Ot(f.id)===c&&e.push(new Ct(n,r.id,'duplicate layer id "'+r.id+'", previously used at line '+f.id.__line__))}if("ref"in r)["type","source","source-layer","filter","layout"].forEach((function(t){t in r&&e.push(new Ct(n,r[t],'"'+t+'" is prohibited for ref 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e.push(new Ct(n,r,'missing required property "source"'));return e=e.concat(Qr({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{"*":function(){return[]},type:function(){return kn({key:n+".type",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:"type"})},filter:dn,layout:function(t){return Qr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{"*":function(t){return vn(It({layerType:s},t))}}})},paint:function(t){return Qr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{"*":function(t){return gn(It({layerType:s},t))}}})}}}))}function xn(t){var e=t.value,r=t.key,n=Fr(e);return"string"!==n?[new Ct(r,e,"string expected, "+n+" found")]:[]}var bn={promoteId:function(t){var e=t.key,r=t.value;if("string"===Fr(r))return xn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,xn({key:e+"."+i,value:r[i]}));return n}};function _n(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new Ct(r,e,'"type" is required')];var a,o=Ot(e.type);switch(o){case"vector":case"raster":case"raster-dem":return a=Qr({key:r,value:e,valueSpec:n["source_"+o.replace("-","_")],style:t.style,styleSpec:n,objectElementValidators:bn});case"geojson":if(a=Qr({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:bn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=l[1],f="string"==typeof c?[c,["accumulated"],["get",s]]:c;a.push.apply(a,rn({key:r+"."+s+".map",value:u,expressionContext:"cluster-map"})),a.push.apply(a,rn({key:r+"."+s+".reduce",value:f,expressionContext:"cluster-reduce"}))}return a;case"video":return Qr({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case"image":return Qr({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case"canvas":return[new Ct(r,null,"Please use runtime APIs to add canvas sources, rather 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vi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};vi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var yi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};yi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},yi.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var xi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};xi.prototype.getValue=function(t){return x(this._values[t].value)},xi.prototype.setValue=function(t,e){this._values[t]=new di(this._values[t].property,null===e?void 0:x(e))},xi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},xi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};bi.prototype.isConstant=function(){return"constant"===this.value.kind},bi.prototype.constantOr=function(t){return"constant"===this.value.kind?this.value.value:t},bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var _i=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};_i.prototype.get=function(t){return this._values[t]};var wi=function(t){this.specification=t};wi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},wi.prototype.interpolate=function(t,e,r){var n=Ge[this.specification.type];return n?n(t,e,r):t};var Ti=function(t,e){this.specification=t,this.overrides=e};Ti.prototype.possiblyEvaluate=function(t,e,r,n){return"constant"===t.expression.kind||"camera"===t.expression.kind?new bi(this,{kind:"constant",value:t.expression.evaluate(e,null,{},r,n)},e):new bi(this,t.expression,e)},Ti.prototype.interpolate=function(t,e,r){if("constant"!==t.value.kind||"constant"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new bi(this,{kind:"constant",value:void 0},t.parameters);var n=Ge[this.specification.type];return n?new bi(this,{kind:"constant",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ti.prototype.evaluate=function(t,e,r,n,i,a){return"constant"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new bi(this,{kind:"constant",value:void 0},e);if("constant"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a="resolvedImage"===t.property.specification.type&&"string"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new bi(this,{kind:"constant",value:o},e)}if("camera"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new bi(this,{kind:"constant",value:s},e)}return new bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if("source"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return"composite"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ti),Ai=function(t){this.specification=t};Ai.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if("constant"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new pi(Math.floor(e.zoom),e)),t.expression.evaluate(new pi(Math.floor(e.zoom+1),e)),e)}},Ai.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Ai.prototype.interpolate=function(t){return t};var Mi=function(t){this.specification=t};Mi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Mi.prototype.interpolate=function(){return!1};var Si=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new mi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Nn("DataDrivenProperty",Ti),Nn("DataConstantProperty",wi),Nn("CrossFadedDataDrivenProperty",ki),Nn("CrossFadedProperty",Ai),Nn("ColorRampProperty",Mi);var Ei=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},"custom"!==e.type&&(e=e,this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,"background"!==e.type&&(this.source=e.source,this.sourceLayer=e["source-layer"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new xi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new gi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new _i(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return"visibility"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n="layers."+this.id+".layout."+t;if(this._validate(In,n,t,e,r))return}"visibility"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return g(t,"-transition")?this._transitionablePaint.getTransition(t.slice(0,-"-transition".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n="layers."+this.id+".paint."+t;if(this._validate(Pn,n,t,e,r))return!1}if(g(t,"-transition"))return this._transitionablePaint.setTransition(t.slice(0,-"-transition".length),e||void 0),!1;var i=this._transitionablePaint._values[t],a="cross-faded-data-driven"===i.property.specification["property-type"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||(!!(this.maxzoom&&t>=this.maxzoom)||"none"===this.visibility)},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,"source-layer":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||"layout"===e&&!Object.keys(t).length||"paint"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&On(this,t.call(Ln,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Lt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof bi&&zr(e.property.specification)&&(("source"===e.value.kind||"composite"===e.value.kind)&&e.value.isStateDependent))return!0}return!1},e}(Et),Li={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ci=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Pi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ii(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Li[i].BYTES_PER_ELEMENT),o=r=Oi(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:Oi(r,Math.max(n,e)),alignment:e}}function Oi(t,e){return Math.ceil(t/e)*e}Pi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Pi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Pi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Pi.prototype.clear=function(){this.length=0},Pi.prototype.resize=function(t){this.reserve(t),this.length=t},Pi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Pi.prototype._refreshViews=function(){throw new Error("_refreshViews() must be implemented by each concrete StructArray layout")};var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Pi);zi.prototype.bytesPerElement=4,Nn("StructArrayLayout2i4",zi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Pi);Di.prototype.bytesPerElement=8,Nn("StructArrayLayout4i8",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Ri.prototype.bytesPerElement=12,Nn("StructArrayLayout2i4i12",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Pi);Fi.prototype.bytesPerElement=8,Nn("StructArrayLayout2i4ub8",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(Pi);Bi.prototype.bytesPerElement=18,Nn("StructArrayLayout8ui2ub18",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Pi);Ni.prototype.bytesPerElement=24,Nn("StructArrayLayout4i4ui4i24",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Pi);ji.prototype.bytesPerElement=12,Nn("StructArrayLayout3f12",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Pi);Ui.prototype.bytesPerElement=4,Nn("StructArrayLayout1ul4",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Pi);Vi.prototype.bytesPerElement=20,Nn("StructArrayLayout6i1ul2ui20",Vi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Hi.prototype.bytesPerElement=12,Nn("StructArrayLayout2i2i2i12",Hi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Pi);qi.prototype.bytesPerElement=16,Nn("StructArrayLayout2f1f2i16",qi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Pi);Gi.prototype.bytesPerElement=12,Nn("StructArrayLayout2ub2f12",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(Pi);Yi.prototype.bytesPerElement=6,Nn("StructArrayLayout3ui6",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=m,this.uint32[x+10]=g,this.int16[y+22]=v,t},e}(Pi);Wi.prototype.bytesPerElement=48,Nn("StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48",Wi);var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=c,this.uint16[L+9]=u,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=m,this.uint16[L+15]=g,this.uint16[L+16]=v,this.uint16[L+17]=y,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Pi);Xi.prototype.bytesPerElement=68,Nn("StructArrayLayout8i15ui1ul4f68",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Pi);Zi.prototype.bytesPerElement=4,Nn("StructArrayLayout1f4",Zi);var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(Pi);Ji.prototype.bytesPerElement=6,Nn("StructArrayLayout3i6",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(Pi);Ki.prototype.bytesPerElement=8,Nn("StructArrayLayout1ul2ui8",Ki);var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Pi);Qi.prototype.bytesPerElement=4,Nn("StructArrayLayout2ui4",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint16[r+0]=e,t},e}(Pi);$i.prototype.bytesPerElement=2,Nn("StructArrayLayout1ui2",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Pi);ta.prototype.bytesPerElement=8,Nn("StructArrayLayout2f8",ta);var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Pi);ea.prototype.bytesPerElement=16,Nn("StructArrayLayout4f16",ea);var ra=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Ci);ra.prototype.size=20;var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ra(this,t)},e}(Vi);Nn("CollisionBoxArray",na);var ia=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Ci);ia.prototype.size=48;var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ia(this,t)},e}(Wi);Nn("PlacedSymbolArray",aa);var oa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return this._structArray.uint16[this._pos2+22]},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+12]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+12]=t},r.textBoxScale.get=function(){return this._structArray.float32[this._pos4+13]},r.textOffset0.get=function(){return this._structArray.float32[this._pos4+14]},r.textOffset1.get=function(){return this._structArray.float32[this._pos4+15]},r.collisionCircleDiameter.get=function(){return this._structArray.float32[this._pos4+16]},Object.defineProperties(e.prototype,r),e}(Ci);oa.prototype.size=68;var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new oa(this,t)},e}(Xi);Nn("SymbolInstanceArray",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getoffsetX=function(t){return this.float32[1*t+0]},e}(Zi);Nn("GlyphOffsetArray",la);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getx=function(t){return this.int16[3*t+0]},e.prototype.gety=function(t){return this.int16[3*t+1]},e.prototype.gettileUnitDistanceFromAnchor=function(t){return this.int16[3*t+2]},e}(Ji);Nn("SymbolLineVertexArray",ca);var ua=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0}};return r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+0]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+3]},Object.defineProperties(e.prototype,r),e}(Ci);ua.prototype.size=8;var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ua(this,t)},e}(Ki);Nn("FeatureIndexArray",fa);var ha=Ii([{name:"a_pos",components:2,type:"Int16"}],4).members,pa=function(t){void 0===t&&(t=[]),this.segments=t};function da(t,e){return 256*(t=l(Math.floor(t),0,255))+(e=l(Math.floor(e),0,255))}pa.prototype.prepareSegment=function(t,e,r,n){var i=this.segments[this.segments.length-1];return t>pa.MAX_VERTEX_ARRAY_LENGTH&&_("Max vertices per segment is "+pa.MAX_VERTEX_ARRAY_LENGTH+": bucket requested "+t),(!i||i.vertexLength+t>pa.MAX_VERTEX_ARRAY_LENGTH||i.sortKey!==n)&&(i={vertexOffset:e.length,primitiveOffset:r.length,vertexLength:0,primitiveLength:0},void 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t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof bi&&zr(o.property.specification)){var s=Va(a,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,f=o.property.specification["property-type"],h="cross-faded"===f||"cross-faded-data-driven"===f;if("constant"===l.kind)this.binders[a]=h?new Ra(l.value,s):new Da(l.value,s,c),i.push("/u_"+a);else if("source"===l.kind||h){var p=Ha(a,c,"source");this.binders[a]=h?new Na(l,c,u,e,p,t.id):new Fa(l,s,c,p),i.push("/a_"+a)}else{var d=Ha(a,c,"composite");this.binders[a]=new Ba(l,s,c,u,e,d),i.push("/z_"+a)}}}this.cacheKey=i.sort().join("")};ja.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Fa||e instanceof Ba?e.maxValue:0},ja.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof Fa||o instanceof Ba||o instanceof Na)&&o.populatePaintArray(t,e,r,n,i)}},ja.prototype.setConstantPatternPositions=function(t,e){for(var r in 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c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error("unknown command "+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error("unknown command "+r)}return[o,l,s,c]},ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=ks(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}r&&i.push(r);return i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c="Multi"+c;var h={type:"Feature",geometry:{type:c,coordinates:l},properties:this.properties};return"id"in this&&(h.id=this.id),h};var As=Ms;function Ms(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ss,this,e),this.length=this._features.length}function Ss(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){var e=null,r=t.readVarint()+t.pos;for(;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Es(t,e,r){if(3===t){var n=new As(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ms.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error("feature index out of bounds");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new _s(this._pbf,e,this.extent,this._keys,this._values)};var Ls={VectorTile:function(t,e){this.layers=t.readFields(Es,{},e)},VectorTileFeature:_s,VectorTileLayer:As},Cs=Ls.VectorTileFeature.types,Ps=Math.pow(2,13);function Is(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Ps)+o,i*Ps*2,a*Ps*2,Math.round(s))}var Os=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ri,this.indexArray=new Yi,this.programConfigurations=new Ua(bs,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function zs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}function Ds(t){return t.every((function(t){return t.x<0}))||t.every((function(t){return t.x>8192}))||t.every((function(t){return t.y<0}))||t.every((function(t){return t.y>8192}))}Os.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ds("fill-extrusion",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Ya(o):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Ya(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(ms("fill-extrusion",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},Os.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},Os.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Os.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Os.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Os.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Os.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Os.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=hs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1){l+=u[c].length}for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!Ds(d))for(var m=0,g=0;g<d.length;g++){var v=d[g];if(g>=1){var y=d[g-1];if(!zs(v,y)){f.vertexLength+4>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);m+b>32768&&(m=0),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,m),m+=b,Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,m);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),"Polygon"===Cs[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Is(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=Do(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Nn("FillExtrusionBucket",Os,{omit:["layers","features"]});var Rs={paint:new Si({"fill-extrusion-opacity":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-opacity"]),"fill-extrusion-color":new Ti(Lt["paint_fill-extrusion"]["fill-extrusion-color"]),"fill-extrusion-translate":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-translate"]),"fill-extrusion-translate-anchor":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-translate-anchor"]),"fill-extrusion-pattern":new ki(Lt["paint_fill-extrusion"]["fill-extrusion-pattern"]),"fill-extrusion-height":new Ti(Lt["paint_fill-extrusion"]["fill-extrusion-height"]),"fill-extrusion-base":new Ti(Lt["paint_fill-extrusion"]["fill-extrusion-base"]),"fill-extrusion-vertical-gradient":new wi(Lt["paint_fill-extrusion"]["fill-extrusion-vertical-gradient"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Os(t)},e.prototype.queryRadius=function(){return so(this.paint.get("fill-extrusion-translate"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=lo(t,this.paint.get("fill-extrusion-translate"),this.paint.get("fill-extrusion-translate-anchor"),o.angle,s),u=this.paint.get("fill-extrusion-height").evaluate(e,r),f=this.paint.get("fill-extrusion-base").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];xo(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l,0,0),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,m=0,g=t;m<g.length;m+=1){for(var v=g[m],y=[],x=[],b=0,_=v;b<_.length;b+=1){var w=_[b],T=w.x,k=w.y,A=n[0]*T+n[4]*k+n[12],M=n[1]*T+n[5]*k+n[13],S=n[2]*T+n[6]*k+n[14],E=n[3]*T+n[7]*k+n[15],L=S+c,C=E+u,P=A+f,I=M+h,O=S+p,z=E+d,D=new i((A+s)/C,(M+l)/C);D.z=L/C,y.push(D);var R=new i(P/z,I/z);R.z=O/z,x.push(R)}a.push(y),o.push(x)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;Ka(r,e)&&(n=Ns(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],f=o[s+1],h=[l,c,f,u,l];Za(r,h)&&(n=Math.min(n,Ns(r,h)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ei);function Bs(t,e){return t.x*e.x+t.y*e.y}function Ns(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Bs(s,s),f=Bs(s,l),h=Bs(l,l),p=Bs(c,s),d=Bs(c,l),m=u*h-f*f,g=(h*p-f*d)/m,v=(u*d-f*p)/m,y=1-g-v,x=i.z*y+r.z*g+a.z*v;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var js=Ii([{name:"a_pos_normal",components:2,type:"Int16"},{name:"a_data",components:4,type:"Uint8"}],4).members,Us=Ls.VectorTileFeature.types,Vs=Math.cos(Math.PI/180*37.5),Hs=Math.pow(2,14)/.5,qs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Fi,this.indexArray=new Yi,this.programConfigurations=new Ua(js,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};qs.prototype.populate=function(t,e,r){this.hasPattern=ds("line",this.layers,e);for(var n=this.layers[0].layout.get("line-sort-key"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Ya(l):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),p,r)){h||(p.geometry=Ya(l));var d=n?n.evaluate(p,{},r):void 0,m={id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d};i.push(m)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,v=i;g<v.length;g+=1){var y=v[g],x=y,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=ms("line",this.layers,y,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(y,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},qs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},qs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},qs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},qs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},qs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,js),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},qs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},qs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get("line-join").evaluate(t,{}),s=a.get("line-cap"),l=a.get("line-miter-limit"),c=a.get("line-round-limit"),u=0,f=e;u<f.length;u+=1){var h=f[u];this.addLine(h,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},qs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty("mapbox_clip_start")&&e.properties.hasOwnProperty("mapbox_clip_end")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s="Polygon"===Us[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){"bevel"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,m=void 0,g=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],g=t[c].sub(u)._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){g&&(m=g),u&&(p=u),u=t[v],g=d?d.sub(u)._unit()._perp():m;var y=(m=m||g).add(g);0===y.x&&0===y.y||y._unit();var x=m.x*g.x+m.y*g.y,b=y.x*g.x+y.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Vs&&p&&d,k=m.x*g.y-m.y*g.x>0;if(T&&v>c){var A=u.dist(p);if(A>2*f){var M=u.sub(u.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,m,0,0,h),p=M}}var S=p&&d,E=S?r:s?"butt":n;if(S&&"round"===E&&(_<a?E="miter":_<=2&&(E="fakeround")),"miter"===E&&_>i&&(E="bevel"),"bevel"===E&&(_>2&&(E="flipbevel"),_<i&&(E="miter")),p&&this.updateDistance(p,u),"miter"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if("flipbevel"===E){if(_>100)y=g.mult(-1);else{var L=_*m.add(g).mag()/m.sub(g).mag();y._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if("bevel"===E||"fakeround"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,I=k?0:C;if(p&&this.addCurrentVertex(u,m,P,I,h),"fakeround"===E)for(var O=Math.round(180*w/Math.PI/20),z=1;z<O;z++){var D=z/O;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(m)._mult(D)._add(m)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,g,-P,-I,h)}else if("butt"===E)this.addCurrentVertex(u,y,0,0,h);else if("square"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else"round"===E&&(p&&(this.addCurrentVertex(u,m,0,0,h),this.addCurrentVertex(u,m,1,1,h,!0)),d&&(this.addCurrentVertex(u,g,-1,-1,h,!0),this.addCurrentVertex(u,g,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,g,0,0,h),u=j}}}}},qs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>Hs/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},qs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),i?this.e2=u:this.e1=u},qs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Hs-1):this.distance},qs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Nn("LineBucket",qs,{omit:["layers","patternFeatures"]});var Gs=new Si({"line-cap":new wi(Lt.layout_line["line-cap"]),"line-join":new Ti(Lt.layout_line["line-join"]),"line-miter-limit":new wi(Lt.layout_line["line-miter-limit"]),"line-round-limit":new wi(Lt.layout_line["line-round-limit"]),"line-sort-key":new Ti(Lt.layout_line["line-sort-key"])}),Ys={paint:new Si({"line-opacity":new Ti(Lt.paint_line["line-opacity"]),"line-color":new Ti(Lt.paint_line["line-color"]),"line-translate":new wi(Lt.paint_line["line-translate"]),"line-translate-anchor":new wi(Lt.paint_line["line-translate-anchor"]),"line-width":new Ti(Lt.paint_line["line-width"]),"line-gap-width":new Ti(Lt.paint_line["line-gap-width"]),"line-offset":new Ti(Lt.paint_line["line-offset"]),"line-blur":new Ti(Lt.paint_line["line-blur"]),"line-dasharray":new Ai(Lt.paint_line["line-dasharray"]),"line-pattern":new ki(Lt.paint_line["line-pattern"]),"line-gradient":new Mi(Lt.paint_line["line-gradient"])}),layout:Gs},Ws=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ti))(Ys.paint.properties["line-width"].specification);Ws.useIntegerZoom=!0;var Xs=function(t){function e(e){t.call(this,e,Ys)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){"line-gradient"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var 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Eo({width:o||1,height:s||1});for(var c in t){var u=t[c],f=r[c].paddedRect;Eo.copy(u.data,l,{x:0,y:0},{x:f.x+1,y:f.y+1},u.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,m=d.x+1,g=d.y+1,v=p.data.width,y=p.data.height;Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g},p.data),Eo.copy(p.data,l,{x:0,y:y-1},{x:m,y:g-1},{width:v,height:1}),Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g+y},{width:v,height:1}),Eo.copy(p.data,l,{x:v-1,y:0},{x:m-1,y:g},{width:1,height:y}),Eo.copy(p.data,l,{x:0,y:0},{x:m+v,y:g},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Ll.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new Sl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Ll.prototype.patchUpdatedImages=function(t,e){for(var r in 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e=0,r=t;e<r.length;e+=1){if(0!==r[e].positionedGlyphs.length)return!1}return!0}(L)&&C}Il.fromFeature=function(t,e){for(var r=new Il,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},Il.prototype.length=function(){return this.text.length},Il.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},Il.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},Il.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},Il.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e="",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;(!n||!Jn(n)||rl[t[r+1]])&&(!i||!Jn(i)||rl[t[r-1]])&&rl[t[r]]?e+=rl[t[r]]:e+=t[r]}return e}(this.text)},Il.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&zl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&zl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},Il.prototype.substring=function(t,e){var r=new Il;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},Il.prototype.toString=function(){return this.text},Il.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},Il.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(Pl.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},Il.prototype.addImageSection=function(t){var e=t.image?t.image.name:"";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(Pl.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_("Reached maximum number of 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l=t.getSection(s);o+=Rl(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf("\u200b")>=0,f=0,h=0;h<t.length();h++){var p=t.getSection(h),d=t.getCharCode(h);if(zl[d]||(f+=Rl(d,p,n,i,e,o)),h<t.length()-1){var m=!!(!((s=d)<11904)&&(Yn["Bopomofo Extended"](s)||Yn.Bopomofo(s)||Yn["CJK Compatibility Forms"](s)||Yn["CJK Compatibility Ideographs"](s)||Yn["CJK Compatibility"](s)||Yn["CJK Radicals Supplement"](s)||Yn["CJK Strokes"](s)||Yn["CJK Symbols and Punctuation"](s)||Yn["CJK Unified Ideographs Extension A"](s)||Yn["CJK Unified Ideographs"](s)||Yn["Enclosed CJK Letters and Months"](s)||Yn["Halfwidth and Fullwidth Forms"](s)||Yn.Hiragana(s)||Yn["Ideographic Description Characters"](s)||Yn["Kangxi Radicals"](s)||Yn["Katakana Phonetic Extensions"](s)||Yn.Katakana(s)||Yn["Vertical Forms"](s)||Yn["Yi Radicals"](s)||Yn["Yi Syllables"](s)));(Dl[d]||m||p.imageName)&&l.push(Nl(h+1,f,c,l,Bl(d,t.getCharCode(h+1),m&&u),!1))}}return function t(e){return e?t(e.priorBreak).concat(e.index):[]}(Nl(t.length(),f,c,l,0,!0))}function Ul(t){var e=.5,r=.5;switch(t){case"right":case"top-right":case"bottom-right":e=1;break;case"left":case"top-left":case"bottom-left":e=0}switch(t){case"bottom":case"bottom-right":case"bottom-left":r=1;break;case"top":case"top-right":case"top-left":r=0}return{horizontalAlign:e,verticalAlign:r}}function Vl(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function Hl(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,f,h,p,d=e.left*a,m=e.right*a;"width"===r||"both"===r?(p=i[0]+d-n[3],f=i[0]+m+n[1]):f=(p=i[0]+(d+m-s.displaySize[0])/2)+s.displaySize[0];var 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F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];C._matMult(N),P._matMult(N),O._matMult(N),I._matMult(N)}var j=n.stretch+n.fixed,U=l.stretch+l.fixed,V=a.stretch+a.fixed,H=c.stretch+c.fixed;return{tl:C,tr:P,bl:O,br:I,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+V,w:U-j,h:H-V},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:z,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:M/s/f,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var L=ic(h,v,m),C=ic(p,y,g),P=0;P<L.length-1;P++)for(var I=L[P],O=L[P+1],z=0;z<C.length-1;z++){var D=C[z],R=C[z+1];a.push(E(I,D,O,R))}else a.push(E({fixed:0,stretch:-1},{fixed:0,stretch:-1},{fixed:0,stretch:l+1},{fixed:0,stretch:c+1}));return a}function nc(t,e,r){for(var n=0,i=0,a=t;i<a.length;i+=1){var o=a[i];n+=Math.max(e,Math.min(r,o[1]))-Math.max(e,Math.min(r,o[0]))}return n}function ic(t,e,r){for(var n=[{fixed:-1,stretch:0}],i=0,a=t;i<a.length;i+=1){var 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0===e&&(e=cc),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function cc(t,e){return t<e?-1:t>e?1:0}function uc(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,a=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<a)&&(a=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var f=o-n,h=s-a,p=Math.min(f,h),d=p/2,m=new lc([],fc);if(0===p)return new i(n,a);for(var g=n;g<o;g+=p)for(var v=a;v<s;v+=p)m.push(new hc(g+d,v+d,d,t));for(var y=function(t){for(var e=0,r=0,n=0,i=t[0],a=0,o=i.length,s=o-1;a<o;s=a++){var l=i[a],c=i[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new hc(r/e,n/e,0,t)}(t),x=m.length;m.length;){var b=m.pop();(b.d>y.d||!y.d)&&(y=b,r&&console.log("found best %d after %d probes",Math.round(1e4*b.d)/1e4,x)),b.max-y.d<=e||(d=b.h/2,m.push(new hc(b.p.x-d,b.p.y-d,d,t)),m.push(new hc(b.p.x+d,b.p.y-d,d,t)),m.push(new hc(b.p.x-d,b.p.y+d,d,t)),m.push(new 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mc(t){switch(t){case"right":case"top-right":case"bottom-right":return"right";case"left":case"top-left":case"bottom-left":return"left"}return"center"}function gc(t,e,r,n,a,o,s,l,c,u,f,h,p,d,m){var g=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get("text-rotate").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,m=p.positionedGlyphs;d<m.length;d+=1){var g=m[d];if(g.rect){var v=g.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&g.vertical,T=g.metrics.advance*g.scale/2;if(l&&e.verticalizable){var k=24*(g.scale-1),A=(24-g.metrics.width*g.scale)/2;_=p.lineOffset/2-(g.imageName?-A:k)}if(g.imageName){var M=s[g.imageName];x=M.sdf,y=1/(b=M.pixelRatio)}var S=a?[g.x+T,g.y]:[0,0],E=a?[0,0]:[g.x+T+r[0],g.y+r[1]-_],L=[0,0];w&&(L=E,E=[0,0]);var C=(g.metrics.left-y)*g.scale-T+E[0],P=(-g.metrics.top-y)*g.scale+E[1],I=C+v.w*g.scale/b,O=P+v.h*g.scale/b,z=new i(C,P),D=new i(I,P),R=new i(C,O),F=new i(I,O);if(w){var B=new i(-T,T- -17),N=-Math.PI/2,j=12-T,U=g.imageName?j:0,V=new i(22-j,-U),H=new(Function.prototype.bind.apply(i,[null].concat(L)));z._rotateAround(N,B)._add(V)._add(H),D._rotateAround(N,B)._add(V)._add(H),R._rotateAround(N,B)._add(V)._add(H),F._rotateAround(N,B)._add(V)._add(H)}if(c){var q=Math.sin(c),G=Math.cos(c),Y=[G,-q,q,G];z._matMult(Y),D._matMult(Y),R._matMult(Y),F._matMult(Y)}var W=new i(0,0),X=new i(0,0);u.push({tl:z,tr:D,bl:R,br:F,tex:v,writingMode:e.writingMode,glyphOffset:S,sectionIndex:g.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;"source"===v.kind?(y=[128*a.layout.get("text-size").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for "text-size" is >= 255. 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Reduce your "text-size".'),t.addSymbols(t.text,g,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,m);for(var x=0,b=f;x<b.length;x+=1){h[b[x]]=t.text.placedSymbolArray.length-1}return 4*g.length}function vc(t){for(var e in t)return t[e];return null}function yc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var xc=Ls.VectorTileFeature.types,bc=[{name:"a_fade_opacity",components:1,type:"Uint8",offset:0}];function _c(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function wc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Tc(t){for(var e=0,r=t.sections;e<r.length;e+=1){if($n(r[e].text))return!0}return!1}var kc=function(t){this.layoutVertexArray=new Ni,this.indexArray=new Yi,this.programConfigurations=t,this.segments=new pa,this.dynamicLayoutVertexArray=new ji,this.opacityVertexArray=new Ui,this.placedSymbolArray=new aa};kc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},kc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Js.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Ks.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,bc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},kc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Nn("SymbolBuffers",kc);var Ac=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new pa,this.collisionVertexArray=new Gi};Ac.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Qs.members,!0)},Ac.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Nn("CollisionBuffers",Ac);var Mc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ho([]),this.placementViewportMatrix=ho([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Gl(this.zoom,e["text-size"]),this.iconSizeData=Gl(this.zoom,e["icon-size"]);var r=this.layers[0].layout,n=r.get("symbol-sort-key"),i=r.get("symbol-z-order");this.sortFeaturesByKey="viewport-y"!==i&&void 0!==n.constantOr(1);var a="viewport-y"===i||"auto"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get("text-allow-overlap")||r.get("icon-allow-overlap")||r.get("text-ignore-placement")||r.get("icon-ignore-placement")),"point"===r.get("symbol-placement")&&(this.writingModes=r.get("text-writing-mode").map((function(t){return Cl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};Mc.prototype.createArrays=function(){this.text=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new la,this.lineVertexArray=new ca,this.symbolInstances=new sa},Mc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=rl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},Mc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get("text-font"),o=i.get("text-field"),s=i.get("icon-image"),l=("constant"!==o.value.kind||o.value.value instanceof ne&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&("constant"!==a.value.kind||a.value.value.length>0),c="constant"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get("symbol-sort-key");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new pi(this.zoom),m=0,g=t;m<g.length;m+=1){var v=g[m],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Ya(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Ya(y));var k=void 0;if(l){var A=n.getValueAndResolveTokens("text-field",T,r,p),M=ne.factory(A);Tc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||"unavailable"===ui()||this.hasRTLText&&hi.isParsed())&&(k=el(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens("icon-image",T,r,p);S=E instanceof ie?E:ie.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Ya(y),properties:y.properties,type:xc[y.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(","),I="map"===i.get("text-rotation-alignment")&&"point"!==i.get("symbol-placement");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(Cl.vertical)>=0;for(var O=0,z=k.sections;O<z.length;O+=1){var D=z[O];if(D.image)f[D.image.name]=!0;else{var R=Wn(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}"line"===i.get("symbol-placement")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+":"+n.x+":"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var m=s(p,d,f),g=o(p,d,n[m].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[m].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},Mc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Mc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},Mc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Mc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Mc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},Mc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},Mc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Mc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),m=this.glyphOffsetArray.length,g=d.vertexLength,v=this.allowVerticalPlacement&&o===Cl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,O=d.vertexLength,z=C[1];_c(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),_c(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),_c(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),_c(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),wc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(O,O+1,O+2),h.emplaceBack(O+1,O+2,O+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,m,this.glyphOffsetArray.length-m,g,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},Mc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},Mc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},Mc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},Mc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Ac(Hi,$s.members,Qi),this.iconCollisionBox=new Ac(Hi,$s.members,Qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},Mc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var m=t.get(d);c.iconBox={x1:m.x1,y1:m.y1,x2:m.x2,y2:m.y2,anchorPointX:m.anchorPointX,anchorPointY:m.anchorPointY},c.iconFeatureIndex=m.featureIndex;break}for(var g=s;g<l;g++){var v=t.get(g);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},Mc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},Mc.prototype.hasTextData=function(){return this.text.segments.get().length>0},Mc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Mc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},Mc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},Mc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},Mc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},Mc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},Mc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},Mc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Nn("SymbolBucket",Mc,{omit:["layers","collisionBoxArray","features","compareText"]}),Mc.MAX_GLYPHS=65535,Mc.addDynamicAttributes=wc;var Sc=new Si({"symbol-placement":new wi(Lt.layout_symbol["symbol-placement"]),"symbol-spacing":new wi(Lt.layout_symbol["symbol-spacing"]),"symbol-avoid-edges":new wi(Lt.layout_symbol["symbol-avoid-edges"]),"symbol-sort-key":new Ti(Lt.layout_symbol["symbol-sort-key"]),"symbol-z-order":new wi(Lt.layout_symbol["symbol-z-order"]),"icon-allow-overlap":new wi(Lt.layout_symbol["icon-allow-overlap"]),"icon-ignore-placement":new wi(Lt.layout_symbol["icon-ignore-placement"]),"icon-optional":new wi(Lt.layout_symbol["icon-optional"]),"icon-rotation-alignment":new wi(Lt.layout_symbol["icon-rotation-alignment"]),"icon-size":new Ti(Lt.layout_symbol["icon-size"]),"icon-text-fit":new wi(Lt.layout_symbol["icon-text-fit"]),"icon-text-fit-padding":new wi(Lt.layout_symbol["icon-text-fit-padding"]),"icon-image":new Ti(Lt.layout_symbol["icon-image"]),"icon-rotate":new Ti(Lt.layout_symbol["icon-rotate"]),"icon-padding":new wi(Lt.layout_symbol["icon-padding"]),"icon-keep-upright":new wi(Lt.layout_symbol["icon-keep-upright"]),"icon-offset":new Ti(Lt.layout_symbol["icon-offset"]),"icon-anchor":new Ti(Lt.layout_symbol["icon-anchor"]),"icon-pitch-alignment":new wi(Lt.layout_symbol["icon-pitch-alignment"]),"text-pitch-alignment":new wi(Lt.layout_symbol["text-pitch-alignment"]),"text-rotation-alignment":new wi(Lt.layout_symbol["text-rotation-alignment"]),"text-field":new Ti(Lt.layout_symbol["text-field"]),"text-font":new Ti(Lt.layout_symbol["text-font"]),"text-size":new Ti(Lt.layout_symbol["text-size"]),"text-max-width":new Ti(Lt.layout_symbol["text-max-width"]),"text-line-height":new wi(Lt.layout_symbol["text-line-height"]),"text-letter-spacing":new Ti(Lt.layout_symbol["text-letter-spacing"]),"text-justify":new Ti(Lt.layout_symbol["text-justify"]),"text-radial-offset":new Ti(Lt.layout_symbol["text-radial-offset"]),"text-variable-anchor":new wi(Lt.layout_symbol["text-variable-anchor"]),"text-anchor":new Ti(Lt.layout_symbol["text-anchor"]),"text-max-angle":new wi(Lt.layout_symbol["text-max-angle"]),"text-writing-mode":new wi(Lt.layout_symbol["text-writing-mode"]),"text-rotate":new Ti(Lt.layout_symbol["text-rotate"]),"text-padding":new wi(Lt.layout_symbol["text-padding"]),"text-keep-upright":new wi(Lt.layout_symbol["text-keep-upright"]),"text-transform":new Ti(Lt.layout_symbol["text-transform"]),"text-offset":new Ti(Lt.layout_symbol["text-offset"]),"text-allow-overlap":new wi(Lt.layout_symbol["text-allow-overlap"]),"text-ignore-placement":new wi(Lt.layout_symbol["text-ignore-placement"]),"text-optional":new wi(Lt.layout_symbol["text-optional"])}),Ec={paint:new Si({"icon-opacity":new Ti(Lt.paint_symbol["icon-opacity"]),"icon-color":new Ti(Lt.paint_symbol["icon-color"]),"icon-halo-color":new Ti(Lt.paint_symbol["icon-halo-color"]),"icon-halo-width":new Ti(Lt.paint_symbol["icon-halo-width"]),"icon-halo-blur":new Ti(Lt.paint_symbol["icon-halo-blur"]),"icon-translate":new wi(Lt.paint_symbol["icon-translate"]),"icon-translate-anchor":new wi(Lt.paint_symbol["icon-translate-anchor"]),"text-opacity":new Ti(Lt.paint_symbol["text-opacity"]),"text-color":new Ti(Lt.paint_symbol["text-color"],{runtimeType:Ut,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),"text-halo-color":new Ti(Lt.paint_symbol["text-halo-color"]),"text-halo-width":new Ti(Lt.paint_symbol["text-halo-width"]),"text-halo-blur":new Ti(Lt.paint_symbol["text-halo-blur"]),"text-translate":new wi(Lt.paint_symbol["text-translate"]),"text-translate-anchor":new wi(Lt.paint_symbol["text-translate-anchor"])}),layout:Sc},Lc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ft,this.defaultValue=t};Lc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Lc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Lc.prototype.outputDefined=function(){return!1},Lc.prototype.serialize=function(){return null},Nn("FormatSectionOverride",Lc,{omit:["defaultValue"]});var Cc=function(t){function e(e){t.call(this,e,Ec)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),"auto"===this.layout.get("icon-rotation-alignment")&&("point"!==this.layout.get("symbol-placement")?this.layout._values["icon-rotation-alignment"]="map":this.layout._values["icon-rotation-alignment"]="viewport"),"auto"===this.layout.get("text-rotation-alignment")&&("point"!==this.layout.get("symbol-placement")?this.layout._values["text-rotation-alignment"]="map":this.layout._values["text-rotation-alignment"]="viewport"),"auto"===this.layout.get("text-pitch-alignment")&&(this.layout._values["text-pitch-alignment"]=this.layout.get("text-rotation-alignment")),"auto"===this.layout.get("icon-pitch-alignment")&&(this.layout._values["icon-pitch-alignment"]=this.layout.get("icon-rotation-alignment")),"point"===this.layout.get("symbol-placement")){var n=this.layout.get("text-writing-mode");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values["text-writing-mode"]=i}else this.layout._values["text-writing-mode"]=["horizontal"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Yr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):""}))}(e.properties,i)},e.prototype.createBucket=function(t){return new Mc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=Ec.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i=this.paint.get(n),a=new Lc(i),o=new Gr(a,i.property.specification),s=null;s="constant"===i.value.kind||"source"===i.value.kind?new Xr("source",o):new Zr("composite",o,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new bi(i.property,s,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get("text-field"),n=Ec.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if("constant"===r.value.kind&&r.value.value instanceof ne)a(r.value.value.sections);else if("source"===r.value.kind){var o=function(t){if(!i)if(t instanceof ce&&se(t.value)===Gt){var e=t.value;a(e.sections)}else t instanceof pe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ei),Pc={paint:new Si({"background-color":new wi(Lt.paint_background["background-color"]),"background-pattern":new Ai(Lt.paint_background["background-pattern"]),"background-opacity":new wi(Lt.paint_background["background-opacity"])})},Ic=function(t){function e(e){t.call(this,e,Pc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei),Oc={paint:new Si({"raster-opacity":new wi(Lt.paint_raster["raster-opacity"]),"raster-hue-rotate":new wi(Lt.paint_raster["raster-hue-rotate"]),"raster-brightness-min":new wi(Lt.paint_raster["raster-brightness-min"]),"raster-brightness-max":new wi(Lt.paint_raster["raster-brightness-max"]),"raster-saturation":new wi(Lt.paint_raster["raster-saturation"]),"raster-contrast":new wi(Lt.paint_raster["raster-contrast"]),"raster-resampling":new wi(Lt.paint_raster["raster-resampling"]),"raster-fade-duration":new wi(Lt.paint_raster["raster-fade-duration"])})},zc=function(t){function e(e){t.call(this,e,Oc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei);var Dc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return"3d"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ei),Rc={circle:_o,heatmap:Po,hillshade:Oo,fill:xs,"fill-extrusion":Fs,line:Xs,symbol:Cc,background:Ic,raster:zc};var Fc=self.HTMLImageElement,Bc=self.HTMLCanvasElement,Nc=self.HTMLVideoElement,jc=self.ImageData,Uc=self.ImageBitmap,Vc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Vc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Vc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Vc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Vc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Hc=function(t){var e=this;this._callback=t,this._triggered=!1,"undefined"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Hc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Hc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var qc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},m(["receive","process"],this),this.invoker=new Hc(this.process),this.target.addEventListener("message",this.receive,!1),this.globalScope=k()?t:self};function Gc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}qc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Hn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:"<cancel>",targetMapId:n,sourceMapId:a.mapId})}}},qc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if("<cancel>"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},qc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},qc.prototype.processTask=function(t,e){var r=this;if("<response>"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(qn(e.error)):n(null,qn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:"<response>",sourceMapId:r.mapId,error:e?Hn(e):null,data:Hn(n,a)},a)}:function(t){i=!0},s=null,l=qn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(".");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error("Could not find function "+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},qc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener("message",this.receive,!1)};var Yc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Yc.prototype.setNorthEast=function(t){return this._ne=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.setSouthWest=function(t){return this._sw=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Wc)e=t,r=t;else{if(!(t instanceof Yc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Yc.convert(a))}var o=t;return this.extend(Wc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Wc(e.lng,e.lat),this._ne=new Wc(r.lng,r.lat)),this},Yc.prototype.getCenter=function(){return new Wc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Yc.prototype.getSouthWest=function(){return this._sw},Yc.prototype.getNorthEast=function(){return this._ne},Yc.prototype.getNorthWest=function(){return new Wc(this.getWest(),this.getNorth())},Yc.prototype.getSouthEast=function(){return new Wc(this.getEast(),this.getSouth())},Yc.prototype.getWest=function(){return this._sw.lng},Yc.prototype.getSouth=function(){return this._sw.lat},Yc.prototype.getEast=function(){return this._ne.lng},Yc.prototype.getNorth=function(){return this._ne.lat},Yc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Yc.prototype.toString=function(){return"LngLatBounds("+this._sw.toString()+", "+this._ne.toString()+")"},Yc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Yc.prototype.contains=function(t){var e=Wc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Yc.convert=function(t){return!t||t instanceof Yc?t:new Yc(t)};var Wc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error("Invalid LngLat object: ("+t+", "+e+")");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error("Invalid LngLat latitude value: must be between -90 and 90")};Wc.prototype.wrap=function(){return new Wc(c(this.lng,-180,180),this.lat)},Wc.prototype.toArray=function(){return[this.lng,this.lat]},Wc.prototype.toString=function(){return"LngLat("+this.lng+", "+this.lat+")"},Wc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Wc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Yc(new Wc(this.lng-r,this.lat-e),new Wc(this.lng+r,this.lat+e))},Wc.convert=function(t){if(t instanceof Wc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Wc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&"object"==typeof t&&null!==t)return new Wc(Number("lng"in t?t.lng:t.lon),Number(t.lat));throw new Error("`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]")};var Xc=2*Math.PI*6371008.8;function Zc(t){return Xc*Math.cos(t*Math.PI/180)}function Jc(t){return(180+t)/360}function Kc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Qc(t,e){return t/Zc(e)}function $c(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var tu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};tu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Wc.convert(t);return new tu(Jc(r.lng),Kc(r.lat),Qc(e,r.lat))},tu.prototype.toLngLat=function(){return new Wc(360*this.x-180,$c(this.y))},tu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Zc($c(e));var t,e},tu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Xc*(t=$c(this.y),1/Math.cos(t*Math.PI/180));var t};var eu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=iu(0,t,t,e,r)};eu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},eu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Gc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Gc(256*(r+1),256*(n+1),i),a[0]+","+a[1]+","+o[0]+","+o[1]),l=function(t,e,r){for(var n,i="",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace("{prefix}",(this.x%16).toString(16)+(this.y%16).toString(16)).replace("{z}",String(this.z)).replace("{x}",String(this.x)).replace("{y}",String("tms"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace("{quadkey}",l).replace("{bbox-epsg-3857}",s)},eu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},eu.prototype.toString=function(){return this.z+"/"+this.x+"/"+this.y};var ru=function(t,e){this.wrap=t,this.canonical=e,this.key=iu(t,e.z,e.z,e.x,e.y)},nu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new eu(r,+n,+i),this.key=iu(e,t,r,n,i)};function iu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}nu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},nu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new nu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new nu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},nu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?iu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):iu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},nu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},nu.prototype.children=function(t){if(this.overscaledZ>=t)return[new nu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new nu(e,this.wrap,e,r,n),new nu(e,this.wrap,e,r+1,n),new nu(e,this.wrap,e,r,n+1),new nu(e,this.wrap,e,r+1,n+1)]},nu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},nu.prototype.wrapped=function(){return new nu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.unwrapTo=function(t){return new nu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},nu.prototype.toUnwrapped=function(){return new ru(this.wrap,this.canonical)},nu.prototype.toString=function(){return this.overscaledZ+"/"+this.canonical.x+"/"+this.canonical.y},nu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new tu(t.x-this.wrap,t.y))},Nn("CanonicalTileID",eu),Nn("OverscaledTileID",nu,{omit:["posMatrix"]});var au=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError("DEM tiles must be square");if(r&&"mapbox"!==r&&"terrarium"!==r)return _('"'+r+'" is not a valid encoding type. Valid types include "mapbox" and "terrarium".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||"mapbox";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};au.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return("terrarium"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},au.prototype.getUnpackVector=function(){return"terrarium"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},au.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError("out of range source coordinates for DEM data");return(e+1)*this.stride+(t+1)},au.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},au.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},au.prototype.getPixels=function(){return new Eo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},au.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error("dem dimension mismatch");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Nn("DEMData",au);var ou=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};ou.prototype.encode=function(t){return this._stringToNumber[t]},ou.prototype.decode=function(t){return this._numberToString[t]};var su=function(t,e,r,n,i){this.type="Feature",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},lu={geometry:{configurable:!0}};lu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},lu.geometry.set=function(t){this._geometry=t},su.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)"_geometry"!==e&&"_vectorTileFeature"!==e&&(t[e]=this[e]);return t},Object.defineProperties(su.prototype,lu);var cu=function(){this.state={},this.stateChanges={},this.deletedStates={}};cu.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r){this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]}},cu.prototype.removeFeatureState=function(t,e,r){if(!(null===this.deletedStates[t])){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e){if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null}else this.deletedStates[t]=null}},cu.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=u({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},cu.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},cu.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1){var p=h[f];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t){t[d].setFeatureState(r,e)}};var uu=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new zn(8192,16,0),this.grid3D=new zn(8192,16,0),this.featureIndexArray=new fa,this.promoteId=e};function fu(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof _i?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function hu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function pu(t,e){return e-t}uu.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},uu.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Ls.VectorTile(new al(this.rawTileData)).layers,this.sourceLayerCoder=new ou(this.vtLayers?Object.keys(this.vtLayers).sort():["_geojsonTileLayer"])),this.vtLayers},uu.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=sn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=hu(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=hu(t.cameraQueryGeometry),d=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1){if(io(t,f[u]))return!0}for(var h=0;h<t.length-1;h++){if(ao(t[h],t[h+1],c))return!0}return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)})),m=0,g=d;m<g.length;m+=1){var v=g[m];h.push(v)}h.sort(pu);for(var y,x={},b=function(i){var u=h[i];if(u!==y){y=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(x,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Ya(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<h.length;_++)b(_);return x},uu.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),m=0;m<f.length;m++){var g=f[m];if(!(a&&a.indexOf(g)<0)){var v=s[g];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||"_geojsonTileLayer",d));var x=l[g];x.paint=fu(x.paint,v.paint,p,y,o),x.layout=fu(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new su(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},uu.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=sn(i),u=0,f=t;u<f.length;u+=1){var h=f[u];this.loadMatchingFeature(l,r,n,h,c,a,o,s,e)}return l},uu.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1){if(t===i[n])return!0}return!1},uu.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n="string"==typeof this.promoteId?this.promoteId:this.promoteId[e];"boolean"==typeof(r=t.properties[n])&&(r=Number(r))}return r},Nn("FeatureIndex",uu,{omit:["rawTileData","sourceLayerCoder"]});var du=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state="loading"};du.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},du.prototype.wasRequested=function(){return"errored"===this.state||"loaded"===this.state||"reloading"===this.state},du.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state="loaded",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof Mc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof Mc&&o.hasRTLText){this.hasRTLText=!0,hi.isLoading()||hi.isLoaded()||"deferred"!==ui()||fi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new na},du.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state="unloaded"},du.prototype.getBucket=function(t){return this.buckets[t.id]},du.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Vc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Vc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},du.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},du.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},du.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:"",a=n._geojsonTileLayer||n[i];if(a)for(var o=sn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),m=new su(p,l,c,u,d);m.tile=f,t.push(m)}}}},du.prototype.hasData=function(){return"loaded"===this.state||"reloading"===this.state||"expired"===this.state},du.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},du.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=A(t.cacheControl);r["max-age"]&&(this.expirationTime=Date.now()+1e3*r["max-age"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state="expired"):this.expiredRequestCount=0}},du.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},du.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||"_geojsonTileLayer",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},du.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},du.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},du.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},du.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},du.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){r[i[n]]=!0}this.dependencies[t]=r},du.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1){if(a[s[o]])return!0}}return!1};var mu=self.performance,gu=function(t){this._marks={start:[t.url,"start"].join("#"),end:[t.url,"end"].join("#"),measure:t.url.toString()},mu.mark(this._marks.start)};gu.prototype.finish=function(){mu.mark(this._marks.end);var t=mu.getEntriesByName(this._marks.measure);return 0===t.length&&(mu.measure(this._marks.measure,this._marks.start,this._marks.end),t=mu.getEntriesByName(this._marks.measure),mu.clearMarks(this._marks.start),mu.clearMarks(this._marks.end),mu.clearMeasures(this._marks.measure)),t},t.Actor=qc,t.AlphaImage=So,t.CanonicalTileID=eu,t.CollisionBoxArray=na,t.Color=te,t.DEMData=au,t.DataConstantProperty=wi,t.DictionaryCoder=ou,t.EXTENT=8192,t.ErrorEvent=St,t.EvaluationParameters=pi,t.Event=Mt,t.Evented=Et,t.FeatureIndex=uu,t.FillBucket=gs,t.FillExtrusionBucket=Os,t.ImageAtlas=Ll,t.ImagePosition=Sl,t.LineBucket=qs,t.LngLat=Wc,t.LngLatBounds=Yc,t.MercatorCoordinate=tu,t.ONE_EM=24,t.OverscaledTileID=nu,t.Point=i,t.Point$1=i,t.Properties=Si,t.Protobuf=al,t.RGBAImage=Eo,t.RequestManager=H,t.RequestPerformance=gu,t.ResourceType=dt,t.SegmentVector=pa,t.SourceFeatureState=cu,t.StructArrayLayout1ui2=$i,t.StructArrayLayout2f1f2i16=qi,t.StructArrayLayout2i4=zi,t.StructArrayLayout3ui6=Yi,t.StructArrayLayout4i8=Di,t.SymbolBucket=Mc,t.Texture=Vc,t.Tile=du,t.Transitionable=gi,t.Uniform1f=Sa,t.Uniform1i=Ma,t.Uniform2f=Ea,t.Uniform3f=La,t.Uniform4f=Ca,t.UniformColor=Pa,t.UniformMatrix4f=Oa,t.UnwrappedTileID=ru,t.ValidationError=Ct,t.WritingMode=Cl,t.ZoomHistory=Gn,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=wc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=o,t.bindAll=m,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ht>ot&&(t.getActor().send("enforceCacheSizeLimit",at),ht=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete("mapbox-tiles");t&&e.catch(t).then((function(){return t()}))},t.clipLine=ec,t.clone=function(t){var e=new fo(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new fo(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=tl,t.config=F,t.create=function(){var t=new fo(16);return 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vt(t,e,r,n,i,a){return[Math.round(r*(t*n-i)),Math.round(r*(e*n-a))]}function yt(t,e,r,n,i){for(var a=e===i.maxZoom?0:i.tolerance/((1<<e)*i.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,xt(o,t[s],a,i);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,f=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),f>o.maxY&&(o.maxY=f)}return o}function xt(t,e,r,n){var i=e.geometry,a=e.type,o=[];if("Point"===a||"MultiPoint"===a)for(var s=0;s<i.length;s+=3)o.push(i[s]),o.push(i[s+1]),t.numPoints++,t.numSimplified++;else if("LineString"===a)bt(o,i,t,r,!1,!1);else if("MultiLineString"===a||"Polygon"===a)for(s=0;s<i.length;s++)bt(o,i[s],t,r,"Polygon"===a,0===s);else if("MultiPolygon"===a)for(var l=0;l<i.length;l++){var c=i[l];for(s=0;s<c.length;s++)bt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if("LineString"===a&&n.lineMetrics){for(var f in u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:"Polygon"===a||"MultiPolygon"===a?3:"LineString"===a||"MultiLineString"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function bt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function _t(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time("preprocess data"),e.maxZoom<0||e.maxZoom>24)throw new Error("maxZoom should be in the 0-24 range");if(e.promoteId&&e.generateId)throw new Error("promoteId and generateId cannot be used together.");var n=function(t,e){var r=[];if("FeatureCollection"===t.type)for(var n=0;n<t.features.length;n++)tt(r,t.features[n],e,n);else"Feature"===t.type?tt(r,t,e):tt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd("preprocess data"),console.log("index: maxZoom: %d, maxPoints: %d",e.indexMaxZoom,e.indexMaxPoints),console.time("generate tiles"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=ot(t,1,-1-r,r,0,-1,2,e),a=ot(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=ot(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=dt(i,1).concat(n)),a&&(n=n.concat(dt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log("features: %d, points: %d",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd("generate tiles"),console.log("tiles generated:",this.total,JSON.stringify(this.stats)))}function wt(t,e,r){return 32*((1<<t)*r+e)+t}function Tt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}U.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time("total time");var o="prepare "+t.length+" points";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new N(s,Z,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new N(s,Z,J,a,Float32Array),r&&console.log("z%d: %d clusters in %dms",c,s.length,+Date.now()-u)}return r&&console.timeEnd("total time"),this},U.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(Y(r),W(a),Y(i),W(n));u<f.length;u+=1){var h=f[u],p=l.points[h];c.push(p.numPoints?q(p):this.points[p.index])}return c},U.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n="No cluster with the specified id.",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],f=i.points[u];f.parentId===t&&s.push(f.numPoints?q(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},U.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},U.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},U.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},U.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},U.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?G(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},U.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},U.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],f=u.within(c.x,c.y,s),h=c.numPoints||1,p=c.x*h,d=c.y*h,m=o&&h>1?this._map(c,!0):null,g=(l<<5)+(e+1)+this.points.length,v=0,y=f;v<y.length;v+=1){var x=y[v],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(m||(m=this._map(c,!0)),o(m,this._map(b)))}}1===h?r.push(c):(c.parentId=g,r.push(V(p/h,d/h,g,h,m)))}}return r},U.prototype._getOriginId=function(t){return t-this.points.length>>5},U.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},U.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},_t.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},_t.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=wt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time("creation"),h=this.tiles[f]=yt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log("tile z%d-%d-%d (features: %d, points: %d, simplified: %d)",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd("creation"));var p="z"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time("clipping");var m,g,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;m=g=v=y=null,x=ot(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=ot(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(m=ot(x,u,n-_,n+T,1,h.minY,h.maxY,l),g=ot(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=ot(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=ot(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd("clipping"),s.push(m||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},_t.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=wt(t,e=(e%o+o)%o,r);if(this.tiles[s])return gt(this.tiles[s],i);a>1&&console.log("drilling down to z%d-%d-%d",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[wt(c,u,f)];return l&&l.source?(a>1&&console.log("found parent tile z%d-%d-%d",c,u,f),a>1&&console.time("drilling down"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd("drilling down"),this.tiles[s]?gt(this.tiles[s],i):null):null};var kt=function(e){function r(t,r,n,i){e.call(this,t,r,n,Tt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&"Idle"!==this._state?this._state="NeedsLoadData":(this._state="Coalescing",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if("object"!=typeof o)return r(new Error("Input data given to '"+n.source+"' is not a valid GeoJSON object."));f(o,!0);try{e._geoJSONIndex=n.cluster?new U(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=h[1],m=t.createExpression(d),g=t.createExpression("string"==typeof p?[p,["accumulated"],["get",f]]:p);i[f]=m.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new _t(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){"Coalescing"===this._state?this._state="Idle":"NeedsLoadData"===this._state&&(this._state="Coalescing",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if("string"!=typeof e.data)return r(new Error("Input data given to '"+e.source+"' is not a valid GeoJSON object."));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error("Input data given to '"+e.source+"' is not a valid GeoJSON object."))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var At=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:kt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name "'+t+'" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error("RTL text plugin already registered.");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return At.prototype.setReferrer=function(t,e){this.referrer=e},At.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in 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JSON support":"insufficient Object support":"insufficient Function support":"insufficent Array support"}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var i=t.window.document.createElement(e);return void 0!==r&&(i.className=r),n&&n.appendChild(i),i},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function i(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var a,o=i(["userSelect","MozUserSelect","WebkitUserSelect","msUserSelect"]);r.disableDrag=function(){n&&o&&(a=n[o],n[o]="none")},r.enableDrag=function(){n&&o&&(n[o]=a)};var s=i(["transform","WebkitTransform"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},"passive",{get:function(){l=!0}});t.window.addEventListener("test",c,c),t.window.removeEventListener("test",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),"passive"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),"passive"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener("click",u,!0)};function f(t){var e=t.userImage;if(e&&e.render&&e.render())return t.data.replace(new Uint8Array(e.data.buffer)),!0;return!1}r.suppressClick=function(){t.window.addEventListener("click",u,!0),t.window.setTimeout((function(){t.window.removeEventListener("click",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var 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r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event("styleimagemissing",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image "'+o+'" could not be loaded. Please make sure you have added the image with map.addImage() or a "sprite" property in your style. You can provide missing images by listening for the "styleimagemissing" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,m=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||"sans-serif",this.fontWeight=a||"normal",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement("canvas"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext("2d"),this.ctx.font=this.fontWeight+" "+this.fontSize+"px "+this.fontFamily,this.ctx.textBaseline="middle",this.ctx.fillStyle="black",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf("Gecko/")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-m,n[1]=+m;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+m}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?m:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?m:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error("glyphs > 65535 not supported"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1){(0,o[i])(t,e)}delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar["CJK Unified Ideographs"](e)||t.isChar["Hangul Syllables"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o="400";/bold/i.test(r)?o="900":/medium/i.test(r)?o="500":/light/i.test(r)&&(o="200"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace("{fontstack}",e).replace("{range}",o+"-"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,"-transition")?this._transitionable.setTransition(n.slice(0,-"-transition".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(",")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=void 0,d=i/r*(n+1);if(l.isDash){var m=n-Math.abs(d);p=Math.sqrt(h*h+m*m)}else p=n-Math.sqrt(h*h+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=l.isDash?h:-h;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce("LineAtlas out of space"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name="Worker "+a,this.actors.push(s)}};function A(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),["tiles","minzoom","maxzoom","attribution","mapbox_logo","bounds","scheme","tileSize","encoding"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var M=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};M.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},M.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type="vector",this.minzoom=0,this.maxzoom=22,this.scheme="xyz",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,["url","scheme","tileSize","promoteId"])),this._options=t.extend({type:"vector"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error("vector tile sources must have a tileSize of 512");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event("dataloading",{dataType:"source"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"metadata"})),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"content"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&"expired"!==e.state?"loading"===e.state?e.reloadCallback=r:e.request=e.actor.send("reloadTile",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send("loadTile",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send("abortTile",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send("removeTile",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type="raster",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme="xyz",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:"raster"},n),t.extend(this,t.pick(n,["url","scheme","tileSize"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event("dataloading",{dataType:"source"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"metadata"})),e.fire(new t.Event("data",{dataType:"source",sourceDataType:"content"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state="unloaded",r(null);else if(i)e.state="errored",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state="loaded",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type="raster-dem",this.maxzoom=22,this._options=t.extend({type:"raster-dem"},n),this.encoding=n.encoding||"mapbox"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:"raster-dem",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state="errored",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state="loaded",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state="unloaded",r(null);else if(n)e.state="errored",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&"expired"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send("loadDEMTile",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state="unloaded",t.actor&&t.actor.send("removeDEMTile",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type="geojson",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event("dataloading",{dataType:"source"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:"source",sourceDataType:"metadata"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event("data",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event("dataloading",{dataType:"source"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:"source",sourceDataType:"content"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event("data",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send("geojson.getClusterExpansionZoom",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send("geojson.getClusterChildren",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send("geojson.getClusterLeaves",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;"string"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+".loadData",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+".coalesce",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?"reloadTile":"loadTile";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,"reloadTile"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send("removeTile",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send("removeSource",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:"a_pos",type:"Int16",components:2},{name:"a_texture_pos",type:"Int16",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type="image",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event("dataloading",{dataType:"source"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event("data",{dataType:"source",sourceDataType:"metadata"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,f=Math.max(c,u),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event("data",{dataType:"source",sourceDataType:"content"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];"loaded"!==i.state&&(i.state="loaded",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state="errored",e(null))},r.prototype.serialize=function(){return{type:"image",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type="video",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener("playing",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError("sources."+this.id,null,"Playback for this video can be set only between the "+r.start(0)+" and "+r.end(0)+"-second mark."))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];"loaded"!==i.state&&(i.state="loaded",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:"video",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return"number"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'"coordinates" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'missing required property "coordinates"'))),n.animate&&"boolean"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'optional "animate" property must be a boolean value'))),n.canvas?"string"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'"canvas" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError("sources."+r,null,'missing required property "canvas"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error("Canvas dimensions cannot be less than or equal to zero."))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];"loaded"!==a.state&&(a.state="loaded",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:"canvas",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),D={vector:S,raster:E,"raster-dem":L,geojson:C,video:O,image:I,canvas:z};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&"fill-extrusion"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&"fill-extrusion"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,f=l;u<f.length;u+=1){var h=f[u];c.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,R(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],f=l[c]=l[c]||{},h=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var m=d[p];f[m.featureIndex]||(f[m.featureIndex]=!0,h.push(m))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer["source-layer"],r.id);r.source=r.layer.source,r.layer["source-layer"]&&(r.sourceLayer=r.layer["source-layer"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:"BYTE",Uint8:"UNSIGNED_BYTE",Int16:"SHORT",Uint16:"UNSIGNED_SHORT",Int32:"INT",Uint32:"UNSIGNED_INT",Float32:"FLOAT"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var 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At=function(t,e,r){this.func=t,this.mask=e,this.range=r};At.ReadOnly=!1,At.ReadWrite=!0,At.disabled=new At(519,At.ReadOnly,[0,1]);var Mt=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Mt.disabled=new Mt({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension("OES_vertex_array_object"),this.clearColor=new q(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new mt(this),this.bindElementBuffer=new gt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension("EXT_texture_filter_anisotropic")||t.getExtension("MOZ_EXT_texture_filter_anisotropic")||t.getExtension("WEBKIT_EXT_texture_filter_anisotropic"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension("OES_texture_half_float"),this.extTextureHalfFloat&&(t.getExtension("OES_texture_half_float_linear"),this.extRenderToTextureHalfFloat=t.getExtension("EXT_color_buffer_half_float")),this.extTimerQuery=t.getExtension("EXT_disjoint_timer_query")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Lt.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on("data",(function(t){"source"===t.dataType&&"metadata"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&"source"===t.dataType&&"content"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on("error",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error("Expected Source id to be "+e+" instead of "+a.id);return t.bindAll(["load","abort","unload","serialize","prepare"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if("loaded"!==e.state&&"errored"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)"errored"!==this._tiles[t].state&&this._reloadTile(t,"reloading")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&("loading"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state="errored",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),"expired"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),"raster-dem"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event("data",{dataType:"source",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n="number"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(It(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],m=this._tiles[p];if(m&&!(m.fadeEndTime&&m.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),c[g.tileID.key]=g.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],m=this._tiles[d.key];if(!m.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],v=this.getTile(g);if(v&&v.hasData()){n[g.key]=g;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=m.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(m=this.getTile(_))&&x&&(m=this._addTile(_)),m&&(n[_.key]=_,x=m.wasRequested(),m.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event("dataloading",{tile:r,coord:r.tileID,dataType:"source"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,"expired"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&"reloading"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,m=0,g=c;m<g.length;m+=1){var v=g[m];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,m=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/m,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-g<t.EXTENT&&v[0].y-g<t.EXTENT&&v[1].x+g>=0&&v[1].y+g>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:m})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||"_geojsonTileLayer",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||"_geojsonTileLayer",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||"_geojsonTileLayer",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles){this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,"reloading")}this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return"raster"===t||"image"===t||"video"===t}function Ot(){return new t.window.Worker(Zi.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var zt="mapboxgl_preloaded_worker_pool",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new Ot);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[zt]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)"ref"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)"ref"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:"setStyle",addLayer:"addLayer",removeLayer:"removeLayer",setPaintProperty:"setPaintProperty",setLayoutProperty:"setLayoutProperty",setFilter:"setFilter",addSource:"addSource",removeSource:"removeSource",setGeoJSONSourceData:"setGeoJSONSourceData",setLayerZoomRange:"setLayerZoomRange",setLayerProperty:"setLayerProperty",setCenter:"setCenter",setZoom:"setZoom",setBearing:"setBearing",setPitch:"setPitch",setSprite:"setSprite",setGlyphs:"setGlyphs",setTransition:"setTransition",setLight:"setLight"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function Ht(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function qt(t,e,r,n){Ht(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&"data"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&"data"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}function Zt(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Ht(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||("geojson"===e[a].type&&"geojson"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):qt(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),m=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],m[m.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.lastIndexOf(o,m.length-a),1)):a++,c=m[m.length-i],n.push({command:Ut.addLayer,args:[d[o],c]}),m.splice(m.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s["source-layer"],l["source-layer"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&"layout"!==u&&"paint"!==u&&"filter"!==u&&"metadata"!==u&&"minzoom"!==u&&"maxzoom"!==u&&(0===u.indexOf("paint.")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&"layout"!==u&&"paint"!==u&&"filter"!==u&&"metadata"!==u&&"minzoom"!==u&&"maxzoom"!==u&&(0===u.indexOf("paint.")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=m[m.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn("Unable to compute style diff:",t),n=[{command:Ut.setStyle,args:[r]}]}return n}var Jt=function(t,e){this.reset(t,e)};Jt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Jt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Kt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Qt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function $t(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function te(e,r){var n=[e.x,e.y,0,1];fe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ee(t,e){return.5+t/e*.5}function re(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ne(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,m=n.transform.width/n.transform.height,g=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!g)ue(y.numGlyphs,h);else{g=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),re(x,f)){var b=x[3],_=ee(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(c,u,y),T=s?w/_:w*_,k=new t.Point(y.anchorX,y.anchorY),A=te(k,a).point,M={},S=oe(y,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&oe(y,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m).notEnoughRoom)&&ue(y.numGlyphs,h)}else ue(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ie(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),m=e.getoffsetX(f-1),g=le(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!g)return null;var v=le(t*m,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:g,last:v}:null}function ae(e,r,n,i){if(e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i)return{useVertical:!0};return(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function oe(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=r/24,v=e.lineOffsetX*g,y=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ie(g,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=te(w.first.point,s).point,k=te(w.last.point,s).point;if(i&&!n){var A=ae(e.writingMode,T,k,d);if(A)return A}m=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)m.push(le(g*l.getoffsetX(M),v,y,n,f,h,e.segment,b,_,c,o,p));m.push(w.last)}else{if(i&&!n){var S=te(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=te(L,a),P=C.signedDistanceFromCamera>0?C.point:se(h,L,S,1,a),I=ae(e.writingMode,S,P,d);if(I)return I}var O=le(g*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!O)return{notEnoughRoom:!0};m=[O]}for(var z=0,D=m;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function se(t,e,r,n,i){var a=te(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function le(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,m=0;i&&(d*=-1,m=Math.PI),d<0&&(m+=Math.PI);for(var g=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=c)return null;if(y=v,w.push(v),void 0===(v=h[g])){var T=new t.Point(u.getx(g),u.gety(g)),k=te(T,f);if(k.signedDistanceFromCamera>0)v=h[g]=k.point;else{var A=g-d;v=se(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var M=(_-x)/b,S=v.sub(y),E=S.mult(M)._add(y);E._add(S._unit()._perp()._mult(n*d));var L=m+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:L,path:w}}Kt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Kt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Kt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Kt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Kt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Kt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Kt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Kt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Kt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Kt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Kt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var m=this.circleCells[i];if(null!==m)for(var g=this.circles,v=0,y=m;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Kt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var m=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[m+0],f[m+1],f[m+2],f[m+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var v=this.circles,y=0,x=g;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Kt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Kt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Kt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Kt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Kt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var ce=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ue(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ce,3*n)}}function fe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Kt(t.width+200,t.height+200,25)),void 0===r&&(r=new Kt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function pe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],m=new t.Point(r.anchorX,r.anchorY),g=te(m,o),v=ee(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=te(m,s).point,b=ie(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,m,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Jt,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var I=1;I<L.path.length;I++)C.push(L.path[I]);var O=2.5*k;if(l){var z=C.map((function(t){return te(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V=0;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/O)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Y=G.x+100,W=G.y+100;d.push(Y,W,k,0);var X=Y-k,Z=W-k,J=Y+k,K=W+k;if(T=T&&this.isOffscreen(X,Z,J,K),w=w||this.isInsideGrid(X,Z,J,K),!e&&this.grid.hitTestCircle(Y,W,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var m=d[p],g=m.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var v=[new t.Point(m.x1,m.y1),new t.Point(m.x2,m.y1),new t.Point(m.x2,m.y2),new t.Point(m.x1,m.y2)];t.polygonIntersectsPolygon(r,v)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},he.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return fe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var de=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};de.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new de(t?t.text:null,e,r,i),this.icon=new de(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},ve=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ye=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},xe=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function be(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function _e(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}xe.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var we=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new xe(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Te(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}we.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h="map"===l.get("text-pitch-alignment"),p="map"===l.get("text-rotation-alignment"),d=pe(n,1,this.transform.zoom),m=Qt(f,h,p,this.transform,d),g=null;if(h){var v=$t(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ye(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:m,labelToScreenMatrix:g,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},we.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=[f.textOffset0,f.textOffset1],v=be(t,r,n,g,i),y=this.collisionIndex.placeCollisionBox(_e(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(d&&0===this.collisionIndex.placeCollisionBox(_e(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return;if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(m=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:m},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}},we.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,m=a.collisionGroup,g=s.get("text-optional"),v=s.get("icon-optional"),y=s.get("text-allow-overlap"),x=s.get("icon-allow-overlap"),b="map"===s.get("text-rotation-alignment"),_="map"===s.get("text-pitch-alignment"),w="none"!==s.get("icon-text-fit"),T="viewport-y"===s.get("symbol-z-order"),k=y&&(x||!o.hasIconData()||v),A=x&&(y||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,I=null,O=0,z=0,D=0;a.textFeatureIndex?O=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(O=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length;i+=1){if(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),L&&L.box&&L.box.length)break}else L=r()};if(s.get("text-variable-anchor")){var N=s.get("text-variable-anchor");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],v=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,c,b,_,f,l,m,v,e,o,n,u);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,m.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get("text-padding"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,m.predicate,X,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?_e(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,m.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(I=Z(a.verticalIconBox)).box.length>0:(I=Z(a.iconBox)).box.length>0,S=S&&I.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=v||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get("text-ignore-placement"),o.bucketInstanceId,z,m.ID):i.collisionIndex.insertCollisionBox(p.box,s.get("text-ignore-placement"),o.bucketInstanceId,O,m.ID)),M&&I&&i.collisionIndex.insertCollisionBox(I.box,s.get("icon-ignore-placement"),o.bucketInstanceId,D,m.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get("text-ignore-placement"),o.bucketInstanceId,O,m.ID),n)){var Q=o.bucketInstanceId,$=i.collisionCircleArrays[Q];void 0===$&&($=i.collisionCircleArrays[Q]=new ve);for(var tt=0;tt<P.circles.length;tt+=4)$.circles.push(P.circles[tt+0]),$.circles.push(P.circles[tt+1]),$.circles.push(P.circles[tt+2]),$.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new ge(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},we.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},we.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},we.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new me(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:"number"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},we.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},we.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get("text-allow-overlap"),l=a.get("icon-allow-overlap"),c=a.get("text-variable-anchor"),u="map"===a.get("text-rotation-alignment"),f="map"===a.get("text-pitch-alignment"),h="none"!==a.get("icon-text-fit"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get("icon-optional")),l&&(s||!e.hasTextData()||a.get("text-optional")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},m=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,m=a.crossTileID,g=r[m],v=i.opacities[m];g?v=o:v||(v=p,i.opacities[m]=v),r[m]=!0;var y=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(y){var T=Pe(v.text),k=_?Ie:T;d(e.text,s,k);var A=w?Ie:T;d(e.text,l,A);var M=v.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,"left",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=Pe(v.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:Ie;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=v.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var I=C?Ie:L;d(e.icon,a.numVerticalIconVertices,I),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=v.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var O=e.collisionArrays[n];if(O){var z=new t.Point(0,0);if(O.textBox||O.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[m];R?(z=be(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}O.textBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||_,z.x,z.y),O.verticalTextBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&O.verticalIconBox);O.iconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,F,h?z.x:0,h?z.y:0),O.verticalIconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,!F,h?z.x:0,h?z.y:0)}}},g=0;g<e.symbolInstances.length;g++)m(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},we.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},we.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},we.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},we.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},we.prototype.setStale=function(){this.stale=!0};var ke=Math.pow(2,25),Ae=Math.pow(2,24),Me=Math.pow(2,17),Se=Math.pow(2,16),Ee=Math.pow(2,9),Le=Math.pow(2,8),Ce=Math.pow(2,1);function Pe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ke+e*Ae+r*Me+e*Se+r*Ee+e*Le+r*Ce+e}var Ie=0,Oe=function(t){this._sortAcrossTiles="viewport-y"!==t.layout.get("symbol-z-order")&&void 0!==t.layout.get("symbol-sort-key").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Oe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new we(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if("symbol"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Oe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var De=512/t.EXTENT/2,Re=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Re.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=De/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Re.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Fe=function(){this.maxCrossTileID=0};Fe.prototype.generate=function(){return++this.maxCrossTileID};var Be=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Be.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Be.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++){e.symbolInstances.get(n).crossTileID=0}this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Re(t,e.symbolInstances,e.bucketInstanceId),!0},Be.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Be.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ne=function(){this.layerIndexes={},this.crossTileIDs=new Fe,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ne.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Be);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ne.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var je=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return"source.canvas"!==t.identifier})))},Ue=t.pick(Ut,["addLayer","removeLayer","setPaintProperty","setLayoutProperty","setFilter","addSource","removeSource","setLayerZoomRange","setLight","setTransition","setGeoJSONSourceData"]),Ve=t.pick(Ut,["setCenter","setZoom","setBearing","setPitch"]),He=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a=null;null!=(a="version"===n?r:"array"===i.type?[]:{})&&(e[n]=a)}}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Ne,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast("setReferrer",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast("syncRTLPluginState",r,(function(e,r){if((t.triggerPluginCompletionEvent(e),r)&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on("data",(function(t){if("source"===t.dataType&&"metadata"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event("dataloading",{dataType:"style"}));var i="boolean"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event("dataloading",{dataType:"style"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event("dataloading",{dataType:"style"})),this._load(He,!1)},r.prototype._load=function(e,r){if(!r||!je(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast("setLayers",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event("data",{dataType:"style"})),this.fire(new t.Event("style.load"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?"@2x":"",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,".json"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,".png"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,m=l.stretchX,g=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:m,stretchY:g,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast("setImages",r._availableImages),r.fire(new t.Event("data",{dataType:"style"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();("geojson"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer "'+n+'" does not exist on source "'+i.id+'" as specified by style layer "'+e.id+'"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];"custom"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error("Style is not done loading")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];"reload"===o?this._reloadSource(a):"clear"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event("data",{dataType:"style"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies(["icons","patterns"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast("updateLayers",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),je(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=Zt(this.serialize(),e).filter((function(t){return!(t.command in Ve)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in Ue)}));if(i.length>0)throw new Error("Unimplemented: "+i.map((function(t){return t.command})).join(", ")+".");return n.forEach((function(t){"setTransition"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error("An image with this name already exists.")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event("data",{dataType:"style"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error("No image with this name exists.")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event("data",{dataType:"style"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error("There is already a source with this ID");if(!r.type)throw new Error("The type property must be defined, but the only the following properties were given: "+Object.keys(r).join(", ")+".");if(!(["vector","raster","geojson","video","image"].indexOf(r.type)>=0)||!this._validate(t.validateStyle.source,"sources."+e,r,null,n)){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error("There is no source with this ID");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source "'+e+'" cannot be removed while layer "'+r+'" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event("data",{sourceDataType:"metadata",dataType:"source",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id "'+i+'" already exists on this map')));else{var a;if("custom"===e.type){if(je(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if("object"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,"layers."+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id "'+r+'" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&"custom"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]="clear":(this._updatedSources[a.source]="reload",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id "'+r+'" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be moved.")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be removed.")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot have zoom extent.")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,"layers."+i.id+".filter",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be filtered.")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be styled.")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style.")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error("The layer '"+e+"' does not exist in the map's style and cannot be styled.")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;"geojson"===o&&i?this.fire(new t.ErrorEvent(new Error("GeoJSON sources cannot have a sourceLayer parameter."))):"vector"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error("The feature id parameter must be provided."))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error("The sourceLayer parameter must be provided for vector source types.")))}else this.fire(new t.ErrorEvent(new Error("The source '"+n+"' does not exist in the map's style.")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o="vector"===a?e.sourceLayer:void 0;"vector"!==a||o?r&&"string"!=typeof e.id&&"number"!=typeof e.id?this.fire(new t.ErrorEvent(new Error("A feature id is requred to remove its specific state property."))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error("The sourceLayer parameter must be provided for vector source types.")))}else this.fire(new t.ErrorEvent(new Error("The source '"+n+"' does not exist in the map's style.")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if("vector"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error("The feature id parameter must be provided."))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error("The sourceLayer parameter must be provided for vector source types.")))}else this.fire(new t.ErrorEvent(new Error("The source '"+r+"' does not exist in the map's style.")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&"raster"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]="reload",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return"fill-extrusion"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1){var h=f[u];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var m=this._order[d];if(r(m))for(var g=i.length-1;g>=0;g--){var v=i[g].feature;if(n[v.layer.id]<d)break;p.push(v),i.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][m];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,"queryRenderedFeatures.filter",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error("parameters.layers must be an Array."))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error("The layer '"+s+"' does not exist in the map's style and cannot be queried for features."))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1){var h=f[u];c.push(o[h])}c.sort(B);for(var p=function(){var r=m[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1){var h=f[u];o.push(h)}}},d=0,m=c;d<m.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer["source-layer"],i.id);i.source=i.layer.source,i.layer["source-layer"]&&(i.sourceLayer=i.layer["source-layer"]),i.state=o}))};for(var v in s)g(v);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,"querySourceFeatures.filter",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called "'+t+'" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast("loadWorkerSource",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&je(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off("pluginStateChange",this._rtlTextPluginCallback),this._layers){this._layers[e].setEventedParent(null)}for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];if("symbol"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var m=0,g=this._order;m<g.length;m+=1){var v=g[m],y=this._layers[v];"symbol"===y.type&&this.placement.updateLayerOpacities(y,l[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var Ge=t.createLayout([{name:"a_pos",type:"Int16",components:2}]),Ye=yr("#ifdef GL_ES\nprecision mediump float;\n#else\n#if !defined(lowp)\n#define lowp\n#endif\n#if !defined(mediump)\n#define mediump\n#endif\n#if !defined(highp)\n#define highp\n#endif\n#endif","#ifdef GL_ES\nprecision highp float;\n#else\n#if !defined(lowp)\n#define lowp\n#endif\n#if !defined(mediump)\n#define mediump\n#endif\n#if !defined(highp)\n#define highp\n#endif\n#endif\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}"),We=yr("uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}"),Xe=yr("uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}"),Ze=yr("varying vec3 v_data;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define mediump float radius\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define highp vec4 stroke_color\n#pragma mapbox: define mediump float stroke_width\n#pragma mapbox: define lowp float stroke_opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize mediump float radius\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize highp vec4 stroke_color\n#pragma mapbox: initialize mediump float stroke_width\n#pragma mapbox: initialize lowp float stroke_opacity\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define mediump float radius\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define highp vec4 stroke_color\n#pragma mapbox: define mediump float stroke_width\n#pragma mapbox: define lowp float stroke_opacity\nvoid main(void) {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize mediump float radius\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize highp vec4 stroke_color\n#pragma mapbox: initialize mediump float stroke_width\n#pragma mapbox: initialize lowp float stroke_opacity\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}"),Je=yr("void main() {gl_FragColor=vec4(1.0);}","attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}"),Ke=yr("uniform highp float u_intensity;varying vec2 v_extrude;\n#pragma mapbox: define highp float weight\n#define GAUSS_COEF 0.3989422804014327\nvoid main() {\n#pragma mapbox: initialize highp float weight\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\n#pragma mapbox: define highp float weight\n#pragma mapbox: define mediump float radius\nconst highp float ZERO=1.0/255.0/16.0;\n#define GAUSS_COEF 0.3989422804014327\nvoid main(void) {\n#pragma mapbox: initialize highp float weight\n#pragma mapbox: initialize mediump float radius\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}"),Qe=yr("uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(0.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}"),$e=yr("varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}","attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}"),tr=yr("varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}","attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}"),er=yr("uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}","attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}"),rr=yr("#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float opacity\ngl_FragColor=color*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","attribute vec2 a_pos;uniform mat4 u_matrix;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float opacity\ngl_Position=u_matrix*vec4(a_pos,0,1);}"),nr=yr("varying vec2 v_pos;\n#pragma mapbox: define highp vec4 outline_color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 outline_color\n#pragma mapbox: initialize lowp float opacity\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\n#pragma mapbox: define highp vec4 outline_color\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 outline_color\n#pragma mapbox: initialize lowp float opacity\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}"),ir=yr("uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}"),ar=yr("uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}"),or=yr("varying vec4 v_color;void main() {gl_FragColor=v_color;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\n#pragma mapbox: define highp float base\n#pragma mapbox: define highp float height\n#pragma mapbox: define highp vec4 color\nvoid main() {\n#pragma mapbox: initialize highp float base\n#pragma mapbox: initialize highp float height\n#pragma mapbox: initialize highp vec4 color\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}"),sr=yr("uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\n#pragma mapbox: define lowp float base\n#pragma mapbox: define lowp float height\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float base\n#pragma mapbox: initialize lowp float height\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\n#pragma mapbox: define lowp float base\n#pragma mapbox: define lowp float height\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float base\n#pragma mapbox: initialize lowp float height\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\n? a_pos\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}"),lr=yr("#ifdef GL_ES\nprecision highp float;\n#endif\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}"),cr=yr("uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\n#define PI 3.141592653589793\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}"),ur=yr("uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define scale 0.015873016\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float width\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float width\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}"),fr=yr("uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define MAX_LINE_DISTANCE 32767.0\n#define scale 0.015873016\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float width\nvoid main() {\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float width\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}"),hr=yr("uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define scale 0.015873016\n#define LINE_DISTANCE_SCALE 2.0\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define mediump float width\n#pragma mapbox: define lowp float floorwidth\n#pragma mapbox: define lowp vec4 pattern_from\n#pragma mapbox: define lowp vec4 pattern_to\n#pragma mapbox: define lowp float pixel_ratio_from\n#pragma mapbox: define lowp float pixel_ratio_to\nvoid main() {\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize mediump float width\n#pragma mapbox: initialize lowp float floorwidth\n#pragma mapbox: initialize mediump vec4 pattern_from\n#pragma mapbox: initialize mediump vec4 pattern_to\n#pragma mapbox: initialize lowp float pixel_ratio_from\n#pragma mapbox: initialize lowp float pixel_ratio_to\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}"),pr=yr("uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float width\n#pragma mapbox: define lowp float floorwidth\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float width\n#pragma mapbox: initialize lowp float floorwidth\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","\n#define scale 0.015873016\n#define LINE_DISTANCE_SCALE 2.0\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\n#pragma mapbox: define highp vec4 color\n#pragma mapbox: define lowp float blur\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define mediump float gapwidth\n#pragma mapbox: define lowp float offset\n#pragma mapbox: define mediump float width\n#pragma mapbox: define lowp float floorwidth\nvoid main() {\n#pragma mapbox: initialize highp vec4 color\n#pragma mapbox: initialize lowp float blur\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize mediump float gapwidth\n#pragma mapbox: initialize lowp float offset\n#pragma mapbox: initialize mediump float width\n#pragma mapbox: initialize lowp float floorwidth\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}"),dr=yr("uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}"),mr=yr("uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\n#pragma mapbox: define lowp float opacity\nvoid main() {\n#pragma mapbox: initialize lowp float opacity\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\ncamera_to_anchor_distance/u_camera_to_center_distance :\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}"),gr=yr("#define SDF_PX 8.0\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\ncamera_to_anchor_distance/u_camera_to_center_distance :\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}"),vr=yr("#define SDF_PX 8.0\n#define SDF 1.0\n#define ICON 0.0\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\n#ifdef OVERDRAW_INSPECTOR\ngl_FragColor=vec4(1.0);\n#endif\n}","const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\n#pragma mapbox: define highp vec4 fill_color\n#pragma mapbox: define highp vec4 halo_color\n#pragma mapbox: define lowp float opacity\n#pragma mapbox: define lowp float halo_width\n#pragma mapbox: define lowp float halo_blur\nvoid main() {\n#pragma mapbox: initialize highp vec4 fill_color\n#pragma mapbox: initialize highp vec4 halo_color\n#pragma mapbox: initialize lowp float opacity\n#pragma mapbox: initialize lowp float halo_width\n#pragma mapbox: initialize lowp float halo_blur\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\ncamera_to_anchor_distance/u_camera_to_center_distance :\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}");function yr(t,e){var r=/#pragma mapbox: ([\w]+) ([\w]+) ([\w]+) ([\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,"define"===e?"\n#ifndef HAS_UNIFORM_u_"+a+"\nvarying "+r+" "+i+" "+a+";\n#else\nuniform "+r+" "+i+" u_"+a+";\n#endif\n":"\n#ifdef HAS_UNIFORM_u_"+a+"\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o="float"===i?"vec2":"vec4",s=a.match(/color/)?"color":o;return n[a]?"define"===e?"\n#ifndef HAS_UNIFORM_u_"+a+"\nuniform lowp float u_"+a+"_t;\nattribute "+r+" "+o+" a_"+a+";\nvarying "+r+" "+i+" "+a+";\n#else\nuniform "+r+" "+i+" u_"+a+";\n#endif\n":"vec4"===s?"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+a+" = a_"+a+";\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n":"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+a+" = unpack_mix_"+s+"(a_"+a+", u_"+a+"_t);\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n":"define"===e?"\n#ifndef HAS_UNIFORM_u_"+a+"\nuniform lowp float u_"+a+"_t;\nattribute "+r+" "+o+" a_"+a+";\n#else\nuniform "+r+" "+i+" u_"+a+";\n#endif\n":"vec4"===s?"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+r+" "+i+" "+a+" = a_"+a+";\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n":"\n#ifndef HAS_UNIFORM_u_"+a+"\n    "+r+" "+i+" "+a+" = unpack_mix_"+s+"(a_"+a+", u_"+a+"_t);\n#else\n    "+r+" "+i+" "+a+" = u_"+a+";\n#endif\n"}))}}var xr=Object.freeze({__proto__:null,prelude:Ye,background:We,backgroundPattern:Xe,circle:Ze,clippingMask:Je,heatmap:Ke,heatmapTexture:Qe,collisionBox:$e,collisionCircle:tr,debug:er,fill:rr,fillOutline:nr,fillOutlinePattern:ir,fillPattern:ar,fillExtrusion:or,fillExtrusionPattern:sr,hillshadePrepare:lr,hillshade:cr,line:ur,lineGradient:fr,linePattern:hr,lineSDF:pr,raster:dr,symbolIcon:mr,symbolSDF:gr,symbolTextAndIcon:vr}),br=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};br.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},br.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1){p[h].enableAttributes(u,t)}a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,m=r;d<m.length;d+=1){var g=m[d];g.bind(),g.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},br.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var _r=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push("#define OVERDRAW_INSPECTOR;");var s=o.concat(Ye.fragmentSource,e.fragmentSource).join("\n"),l=o.concat(Ye.vertexSource,e.vertexSource).join("\n"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var m=a.getActiveAttrib(this.program,d);m&&(this.attributes[m.name]=a.getAttribLocation(this.program,m.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<g;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function wr(t,e,r){var n=1/pe(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}_r.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m){var g,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[v.LINES]=2,g[v.TRIANGLES]=3,g[v.LINE_STRIP]=1,g)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new br)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,m),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Tr=function(e,r,n,i){var a=r.style.light,o=a.properties.get("position"),s=[o.x,o.y,o.z],l=t.create$1();"viewport"===a.properties.get("anchor")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get("color");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get("intensity"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},kr=function(e,r,n,i,a,o,s){return t.extend(Tr(e,r,n,i),wr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Ar=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(Ar(e),wr(n,r,i))},Sr=function(t,e){return{u_matrix:t,u_world:e}},Er=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Lr=function(e,r,n,i){var a,o,s=e.transform;if("map"===i.paint.get("circle-pitch-alignment")){var l=pe(n,1,s.zoom);a=!0,o=[l,l]}else 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o=e.transform,s=e.lineAtlas,l=jr(r,o),c="round"===n.layout.get("line-cap"),u=s.getDash(i.from,c),f=s.getDash(i.to,c),h=u.width*a.fromScale,p=f.width*a.toScale;return t.extend(Rr(e,r,n),{u_patternscale_a:[l/h,-u.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:f.y,u_mix:a.t})};function jr(t,e){return 1/pe(t,1,e.tileZoom)}function Ur(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get("line-translate"),r.paint.get("line-translate-anchor"))}var Vr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get("raster-opacity"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get("raster-brightness-min"),u_brightness_high:i.paint.get("raster-brightness-max"),u_saturation_factor:(o=i.paint.get("raster-saturation"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get("raster-contrast"),a>0?1/(1-a):1+a),u_spin_weights:Hr(i.paint.get("raster-hue-rotate"))};var a,o};function Hr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var qr,Gr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+("constant"===t||"source"===t),u_is_size_feature_constant:+("constant"===t||"camera"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Yr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(Gr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Wr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Yr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Xr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Zr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/pe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Kr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram("collisionBox"),f=[],h=0,p=0,d=0;d<i.length;d++){var m=i[d],g=r.getTile(m),v=g.getBucket(n);if(v){var y=m.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(m.posMatrix,g,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram("collisionCircle"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],I=E.circleArray[C+1],O=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,I,O,z,0),k.emplace(A++,P,I,O,z,1),k.emplace(A++,P,I,O,z,2),k.emplace(A++,P,I,O,z,3)}(!qr||qr.length<2*h)&&(qr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(qr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Pr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Qr=t.identity(new Float32Array(16));function $r(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function tn(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,m={};p.clear();for(var g=0;g<h.length;g++){var v=h.get(g),y=e.allowVerticalPlacement&&!v.placedOrientation,x=v.hidden||!v.crossTileID||y?null:i[v.crossTileID];if(x){var b=new t.Point(v.anchorX,v.anchorY),_=te(b,n?l:s),w=ee(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,v)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=$r(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?te(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<v.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&v.associatedIconIndex>=0&&(m[v.associatedIconIndex]={shiftedAnchor:S,angle:E})}else ue(v.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var I=C.get(P);if(I.hidden)ue(I.numGlyphs,d);else{var O=m[P];if(O)for(var z=0;z<I.numGlyphs;z++)t.addDynamicAttributes(d,O.shiftedAnchor,O.angle);else ue(I.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function en(t,e,r){return r.iconsInText&&e?"symbolTextAndIcon":t?"symbolSDF":"symbolIcon"}function rn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,m=e.transform,g="map"===l,v="map"===c,y=g&&"point"!==n.layout.get("symbol-placement"),x=g&&!v&&!y,b=void 0!==n.layout.get("symbol-sort-key").constantOr(1),_=e.depthModeForSublayer(0,At.ReadOnly),w=n.layout.get("text-variable-anchor"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,I=a?E.textSizeData:E.iconSizeData,O=v||0!==m.pitch,z=e.useProgram(en(P,a,E),C),D=t.evaluateSizeForZoom(I,m.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var 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rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:$})}else T.push({segments:L.segments,sortKey:0,state:$})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function nn(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function an(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get("fill-pattern"),d=p&&p.constantOr(1),m=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty("fill-outline-color")?"fillOutlinePattern":"fillOutline",s=h.LINES):(l=d?"fillPattern":"fill",s=h.TRIANGLES);for(var g=0,v=n;g<v.length;g+=1){var y=v[g],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(m));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get("fill-translate"),r.paint.get("fill-translate-anchor"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c="fillOutlinePattern"===l&&d?Er(S,t,m,x,E):Sr(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,m,x):Ar(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function on(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get("fill-extrusion-pattern"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get("fill-extrusion-opacity"),p=0,d=n;p<d.length;p+=1){var m=d[p],g=e.getTile(m),v=g.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?"fillExtrusionPattern":"fillExtrusion",y);u&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(m.posMatrix,g,r.paint.get("fill-extrusion-translate"),r.paint.get("fill-extrusion-translate-anchor")),A=r.paint.get("fill-extrusion-vertical-gradient"),M=u?kr(k,t,A,h,m,f,g):Tr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,M,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function sn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram("hillshade");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=function(t,e,r){var n=r.paint.get("hillshade-shadow-color"),i=r.paint.get("hillshade-highlight-color"),a=r.paint.get("hillshade-accent-color"),o=r.paint.get("hillshade-illumination-direction")*(Math.PI/180);"viewport"===r.paint.get("hillshade-illumination-anchor")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Dr(t,e.tileID),u_light:[r.paint.get("hillshade-exaggeration"),o],u_shadow:n,u_highlight:i,u_accent:a}}(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function ln(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var m=r.fbo;if(!m){var g=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);g.bind(c.LINEAR,c.CLAMP_TO_EDGE),(m=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(m.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram("hillshadePrepare").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function cn(e,r,n,i,a){var o=i.paint.get("raster-fade-duration");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var un=new t.Color(1,0,0,1),fn=new t.Color(0,1,0,1),hn=new t.Color(0,0,1,1),pn=new t.Color(1,0,1,1),dn=new t.Color(0,1,1,1);function mn(t){var e=t.transform.padding;gn(t,t.transform.height-(e.top||0),3,un),gn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,hn),vn(t,t.transform.width-(e.right||0),3,pn);var r=t.transform.centerPoint;!function(t,e,r,n){yn(t,e-1,r-10,2,20,n),yn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,dn)}function gn(t,e,r,n){yn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){yn(t,e-r/2,0,r,t.transform.height,n)}function yn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function xn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram("debug"),l=At.disabled,c=Mt.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),"$debug",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=f&&f.byteLength||0,p=Math.floor(h/1024),d=r.getTile(n).tileSize,m=512/Math.min(d,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=" => "+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext("2d");i.clearRect(0,0,r.width,r.height),i.shadowColor="white",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle="white",i.textBaseline="top",i.font="bold 36px Open Sans, sans-serif",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+" 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_=Math.pow(2,l.zoom-d.tileID.overscaledZ);tn(m,c,u,s,t.symbolSize,l,x,p.posMatrix,_,v,b)}}}}(i,e,n,r,n.layout.get("text-rotation-alignment"),n.layout.get("text-pitch-alignment"),a),0!==n.paint.get("icon-opacity").constantOr(1)&&rn(e,r,n,i,!1,n.paint.get("icon-translate"),n.paint.get("icon-translate-anchor"),n.layout.get("icon-rotation-alignment"),n.layout.get("icon-pitch-alignment"),n.layout.get("icon-keep-upright"),o,s),0!==n.paint.get("text-opacity").constantOr(1)&&rn(e,r,n,i,!0,n.paint.get("text-translate"),n.paint.get("text-translate-anchor"),n.layout.get("text-rotation-alignment"),n.layout.get("text-pitch-alignment"),n.layout.get("text-keep-upright"),o,s),r.map.showCollisionBoxes&&(Kr(e,r,n,i,n.paint.get("text-translate"),n.paint.get("text-translate-anchor"),!0),Kr(e,r,n,i,n.paint.get("icon-translate"),n.paint.get("icon-translate-anchor"),!1))}},circle:function(e,r,n,i){if("translucent"===e.renderPass){var a=n.paint.get("circle-opacity"),o=n.paint.get("circle-stroke-width"),s=n.paint.get("circle-stroke-opacity"),l=void 0!==n.layout.get("circle-sort-key").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,At.ReadOnly),h=Mt.disabled,p=e.colorModeForRenderPass(),d=[],m=0;m<i.length;m++){var g=i[m],v=r.getTile(g),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram("circle",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Lr(e,g,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,I=S.uniformValues,O=M.segments;L.draw(c,u.TRIANGLES,f,h,p,Et.disabled,I,n.id,C,P,O,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get("heatmap-opacity"))if("offscreen"===e.renderPass){var a=e.context,o=a.gl,s=Mt.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram("heatmap",p),m=e.transform.zoom;d.draw(a,o.TRIANGLES,At.disabled,s,l,Et.disabled,zr(u.posMatrix,f,m,n.paint.get("heatmap-intensity")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else"translucent"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(!a)return;n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA));o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram("heatmapTexture").draw(n,i.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get("heatmap-opacity")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}(e,n))},line:function(e,r,n,i){if("translucent"===e.renderPass){var a=n.paint.get("line-opacity"),o=n.paint.get("line-width");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,At.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get("line-dasharray"),u=n.paint.get("line-pattern"),f=u.constantOr(1),h=n.paint.get("line-gradient"),p=n.getCrossfadeParameters(),d=f?"linePattern":c?"lineSDF":h?"lineGradient":"line",m=e.context,g=m.gl,v=!0;if(h){m.activeTexture.set(g.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(m,n.gradient,g.RGBA)),y.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=v||M.program!==A,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var I=f?Br(e,w,n,p):c?Nr(e,w,n,c,p):h?Fr(e,w,n):Rr(e,w,n);f?(m.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(m.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(m)),M.draw(m,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get("fill-color"),o=n.paint.get("fill-opacity");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get("fill-pattern"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?"opaque":"translucent";if(e.renderPass===c){var u=e.depthModeForSublayer(1,"opaque"===e.renderPass?At.ReadWrite:At.ReadOnly);an(e,r,n,i,u,s,!1)}if("translucent"===e.renderPass&&n.paint.get("fill-antialias")){var f=e.depthModeForSublayer(n.getPaintProperty("fill-outline-color")?2:0,At.ReadOnly);an(e,r,n,i,f,s,!0)}}},"fill-extrusion":function(t,e,r,n){var i=r.paint.get("fill-extrusion-opacity");if(0!==i&&"translucent"===t.renderPass){var a=new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get("fill-extrusion-pattern").constantOr(1))on(t,e,r,n,a,Mt.disabled,St.disabled),on(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();on(t,e,r,n,a,Mt.disabled,o)}}},hillshade:function(t,e,r,n){if("offscreen"===t.renderPass||"translucent"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,At.ReadOnly),s=t.colorModeForRenderPass(),l="translucent"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&"offscreen"===t.renderPass?ln(t,p,r,a,o,Mt.disabled,s):"translucent"===t.renderPass&&sn(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if("translucent"===t.renderPass&&0!==r.paint.get("raster-opacity")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram("raster"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,m=f;d<m.length;d+=1){var g=m[d],v=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get("raster-opacity")?At.ReadWrite:At.ReadOnly,a.LESS),y=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);y.registerFadeDuration(r.paint.get("raster-fade-duration"));var b=e.findLoadedParent(g,0),_=cn(y,b,e,r,t.transform),w=void 0,T=void 0,k="nearest"===r.paint.get("raster-resampling")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Vr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,v,Mt.disabled,l,Et.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[g.overscaledZ],l,Et.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get("background-color"),i=r.paint.get("background-opacity");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get("background-pattern");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?"opaque":"translucent";if(t.renderPass===u){var f=Mt.disabled,h=t.depthModeForSublayer(0,"opaque"===u?At.ReadWrite:At.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?"backgroundPattern":"background"),m=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),v=0,y=m;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Zr(b,i,t,c,{tileID:x,tileSize:l},g):Xr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)xn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if("offscreen"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if("translucent"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Mt.disabled);var o="3d"===i.renderingMode?new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,At.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},_n=function(t,e){this.context=new Lt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ne,this.gpuTimers={}};_n.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},_n.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ge.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ge.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ge.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Mt({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},_n.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram("clippingMask").draw(e,r.TRIANGLES,At.disabled,this.stencilClearMode,St.disabled,Et.disabled,Or(n),"$clipping",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},_n.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(At.disabled);var i=this.useProgram("clippingMask");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,At.disabled,new Mt({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Or(s.posMatrix),"$clipping",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},_n.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Mt({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Mt({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Mt({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Mt.disabled,e),n]},_n.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){return new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0])}return"opaque"===this.renderPass?St.unblended:St.alphaBlended},_n.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return At.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new At(r||this.context.gl.LEQUAL,e,[n,n])},_n.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},_n.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var m=0;m<i.length;m++){var g=i[m];if(this.style._layers[g].is3D()){this.opaquePassCutoff=m;break}}this.renderPass="offscreen";for(var v=0,y=i;v<y.length;v+=1){var x=y[v],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];("custom"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass="opaque",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass="translucent",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=("symbol"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&bn.debug(this,l,l.getVisibleCoordinates()));this.options.showPadding&&mn(this),this.context.setDefault()},_n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||("background"===r.type||"custom"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),bn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},_n.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},_n.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},_n.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},_n.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},_n.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?"map"===i?this.transform.angle:0:"viewport"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:pe(r,n[0],this.transform.zoom),a?n[1]:pe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},_n.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},_n.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},_n.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},_n.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=""+t+(e?e.cacheKey:"")+(this._showOverdrawInspector?"/overdraw":"");return this.cache[r]||(this.cache[r]=new _r(this.context,xr[t],e,Jr[t],this._showOverdrawInspector)),this.cache[r]},_n.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},_n.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},_n.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement("canvas"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},_n.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var wn=function(t,e){this.points=t,this.planes=e};wn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new wn(a,o)};var Tn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Tn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Tn(n,i)},Tn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Tn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Tn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var kn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error("Invalid value for edge-insets, top, bottom, left and right must all be numbers");this.top=t,this.bottom=e,this.left=r,this.right=n};kn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},kn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},kn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},kn.prototype.clone=function(){return new kn(this.top,this.bottom,this.left,this.right)},kn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var An=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new kn,this._posMatrixCache={},this._alignedPosMatrixCache={}},Mn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};An.prototype.clone=function(){var t=new An(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Mn.minZoom.get=function(){return this._minZoom},Mn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Mn.maxZoom.get=function(){return this._maxZoom},Mn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Mn.minPitch.get=function(){return this._minPitch},Mn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Mn.maxPitch.get=function(){return this._maxPitch},Mn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Mn.renderWorldCopies.get=function(){return this._renderWorldCopies},Mn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Mn.worldSize.get=function(){return this.tileSize*this.scale},Mn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Mn.size.get=function(){return new t.Point(this.width,this.height)},Mn.bearing.get=function(){return-this.angle/Math.PI*180},Mn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Mn.pitch.get=function(){return this._pitch/Math.PI*180},Mn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Mn.fov.get=function(){return this._fov/Math.PI*180},Mn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Mn.zoom.get=function(){return this._zoom},Mn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Mn.center.get=function(){return this._center},Mn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Mn.padding.get=function(){return this._edgeInsets.toJSON()},Mn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Mn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},An.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},An.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},An.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},An.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},An.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=wn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Tn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var m=u.pop(),g=m.x,v=m.y,y=m.fullyVisible;if(!y){var x=m.aabb.intersects(s);if(0===x)continue;y=2===x}var b=m.aabb.distanceX(o),_=m.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-m.zoom)-2;if(m.zoom===h||w>T&&m.zoom>=l)f.push({tileID:new t.OverscaledTileID(m.zoom===h?p:m.zoom,m.wrap,m.zoom,g,v),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-v])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(v<<1)+(k>>1);u.push({aabb:m.aabb.quadrant(k),zoom:m.zoom+1,x:A,y:M,wrap:m.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},An.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Mn.unmodified.get=function(){return this._unmodified},An.prototype.zoomScale=function(t){return Math.pow(2,t)},An.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},An.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},An.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Mn.point.get=function(){return this.project(this.center)},An.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},An.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},An.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},An.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},An.prototype.coordinateLocation=function(t){return t.toLngLat()},An.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,f=n[2]/a,h=u===f?0:(0-u)/(f-u);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,c,h)/this.worldSize)},An.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},An.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},An.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},An.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},An.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},An.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},An.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var m=p.y,g=c.y/2;m-g<a&&(i=a+g),m+g>o&&(i=o-g)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},An.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,u,c),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),m=Math.sin(this.angle),g=s-Math.round(s)+d*h+m*p,v=l-Math.round(l)+d*p+m*h,y=new Float64Array(f);if(t.translate(y,y,[g>.5?g-1:g,v>.5?v-1:v,0]),this.alignedProjMatrix=y,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error("failed to invert matrix");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},An.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},An.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},An.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(An.prototype,Mn);var Sn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll(["_getCurrentHash","_onHashChange","_updateHash"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};Sn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener("hashchange",this._onHashChange,!1),this._map.on("moveend",this._updateHash),this},Sn.prototype.remove=function(){return t.window.removeEventListener("hashchange",this._onHashChange,!1),this._map.off("moveend",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},Sn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u="";if(u+=e?"/"+o+"/"+s+"/"+n:n+"/"+s+"/"+o,(l||c)&&(u+="/"+Math.round(10*l)/10),c&&(u+="/"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split("&").map((function(t){var e=t.split("=")[0];return e===f?(h=!0,e+"="+u):t})).filter((function(t){return t}));return h||p.push(f+"="+u),"#"+p.join("&")}return"#"+u},Sn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace("#","");return this._hashName?(n.split("&").map((function(t){return t.split("=")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||"").split("/")):n.split("/")},Sn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},Sn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,"",e)}catch(t){}};var En={linearity:.3,easing:t.bezier(0,0,.3,1)},Ln=t.extend({deceleration:2500,maxSpeed:1400},En),Cn=t.extend({deceleration:20,maxSpeed:1400},En),Pn=t.extend({deceleration:1e3,maxSpeed:360},En),In=t.extend({deceleration:1e3,maxSpeed:90},En),On=function(t){this._map=t,this.clear()};function zn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Dn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}On.prototype.clear=function(){this._inertiaBuffer=[]},On.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},On.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},On.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Dn(r.pan.mag(),o,t.extend({},Ln,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,zn(s,l)}if(r.zoom){var c=Dn(r.zoom,o,Cn);s.zoom=this._map.transform.zoom+c.amount,zn(s,c)}if(r.bearing){var u=Dn(r.bearing,o,Pn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),zn(s,u)}if(r.pitch){var f=Dn(r.pitch,o,In);s.pitch=this._map.transform.pitch+f.amount,zn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Rn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Fn=function(e){function n(n,i,a){var o="touchend"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Bn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Nn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Nn.prototype.reset=function(){delete this._mousedownPos},Nn.prototype.wheel=function(t){return this._firePreventable(new Bn(t.type,this._map,t))},Nn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseup=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.dblclick=function(t){return this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseover=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.mouseout=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.touchstart=function(t){return this._firePreventable(new Fn(t.type,this._map,t))},Nn.prototype.touchmove=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchend=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchcancel=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Nn.prototype.isEnabled=function(){return!0},Nn.prototype.isActive=function(){return!1},Nn.prototype.enable=function(){},Nn.prototype.disable=function(){};var jn=function(t){this._map=t};jn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},jn.prototype.mousemove=function(t){this._map.fire(new Rn(t.type,this._map,t))},jn.prototype.mousedown=function(){this._delayContextMenu=!0},jn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Rn("contextmenu",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},jn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Rn(t.type,this._map,t)),this._map.listens("contextmenu")&&t.preventDefault()},jn.prototype.isEnabled=function(){return!0},jn.prototype.isActive=function(){return!1},jn.prototype.enable=function(){},jn.prototype.disable=function(){};var Un=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Vn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Un.prototype.isEnabled=function(){return!!this._enabled},Un.prototype.isActive=function(){return!!this._active},Un.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Un.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Un.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Un.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create("div","mapboxgl-boxzoom",this._container),this._container.classList.add("mapboxgl-crosshair"),this._fireEvent("boxzoomstart",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,"translate("+a+"px,"+s+"px)"),this._box.style.width=o-a+"px",this._box.style.height=l-s+"px"}}},Un.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event("boxzoomend",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent("boxzoomcancel",e)}},Un.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent("boxzoomcancel",t))},Un.prototype.reset=function(){this._active=!1,this._container.classList.remove("mapboxgl-crosshair"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Un.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Hn=function(t){this.reset(),this.numTouches=t.numTouches};Hn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Hn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Vn(n,r)))},Hn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Vn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Hn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var qn=function(t){this.singleTap=new Hn(t),this.numTaps=t.numTaps,this.reset()};qn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},qn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},qn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},qn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Gn=function(){this._zoomIn=new qn({numTouches:1,numTaps:2}),this._zoomOut=new qn({numTouches:2,numTaps:1}),this.reset()};Gn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Gn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Gn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Gn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Gn.prototype.touchcancel=function(){this.reset()},Gn.prototype.enable=function(){this._enabled=!0},Gn.prototype.disable=function(){this._enabled=!1,this.reset()},Gn.prototype.isEnabled=function(){return this._enabled},Gn.prototype.isActive=function(){return this._active};var Yn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Yn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Yn.prototype._correctButton=function(t,e){return!1},Yn.prototype._move=function(t,e){return{}},Yn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Yn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Yn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Yn.prototype.enable=function(){this._enabled=!0},Yn.prototype.disable=function(){this._enabled=!1,this.reset()},Yn.prototype.isEnabled=function(){return this._enabled},Yn.prototype.isActive=function(){return this._active};var Wn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Yn),Xn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Zn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Jn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Jn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Jn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Jn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Jn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Vn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(){this.reset()};function Qn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}Kn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Kn.prototype._start=function(t){},Kn.prototype._move=function(t,e,r){return{}},Kn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Kn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=Qn(r,e,i),s=Qn(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},Kn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=Qn(n,e,a),l=Qn(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},Kn.prototype.touchcancel=function(){this.reset()},Kn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&"center"===t.around},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};function $n(t,e){return Math.log(t/e)/Math.LN2}var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs($n(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:$n(this._distance,r),pinchAround:e}},e}(Kn);function ei(t,e){return 180*t.angleWith(e)/Math.PI}var ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:ei(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=ei(t,this._startVector);return Math.abs(r)<e},e}(Kn);function ni(t){return Math.abs(t.y)>Math.abs(t.x)}var ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ni(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid){this._lastPoints=t,this._active=!0;return{pitchDelta:-.5*((n.y+i.y)/2)}}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ni(t)&&ni(e)&&a}},e}(Kn),ai={panStep:100,bearingStep:15,pitchStep:10},oi=function(){var t=ai;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function si(t){return t*(2-t)}oi.prototype.reset=function(){this._active=!1},oi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:"keyboardHandler",easing:si,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},oi.prototype.enable=function(){this._enabled=!0},oi.prototype.disable=function(){this._enabled=!1,this.reset()},oi.prototype.isEnabled=function(){return this._enabled},oi.prototype.isActive=function(){return this._active};var li=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll(["_onWheel","_onTimeout","_onScrollFrame","_onScrollFinished"],this)};li.prototype.setZoomRate=function(t){this._defaultZoomRate=t},li.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},li.prototype.isEnabled=function(){return!!this._enabled},li.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},li.prototype.isZooming=function(){return!!this._zooming},li.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&"center"===t.around)},li.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},li.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type="wheel":0!==r&&Math.abs(r)<4?this._type="trackpad":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?"trackpad":"wheel",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},li.prototype._onTimeout=function(t){this._type="wheel",this._delta-=this._lastValue,this._active||this._start(t)},li.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},li.prototype.renderFrame=function(){return this._onScrollFrame()},li.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n="wheel"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a="number"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),"wheel"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s="number"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if("wheel"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},li.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},li.prototype.reset=function(){this._active=!1};var ci=function(t,e){this._clickZoom=t,this._tapZoom=e};ci.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},ci.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},ci.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},ci.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var ui=function(){this.reset()};ui.prototype.reset=function(){this._active=!1},ui.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},ui.prototype.enable=function(){this._enabled=!0},ui.prototype.disable=function(){this._enabled=!1,this.reset()},ui.prototype.isEnabled=function(){return this._enabled},ui.prototype.isActive=function(){return this._active};var fi=function(){this._tap=new qn({numTouches:1,numTaps:1}),this.reset()};fi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},fi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},fi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},fi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},fi.prototype.touchcancel=function(){this.reset()},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var hi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};hi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add("mapboxgl-touch-drag-pan")},hi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove("mapboxgl-touch-drag-pan")},hi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},hi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var pi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};pi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},pi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},pi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},pi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var di=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};di.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add("mapboxgl-touch-zoom-rotate")},di.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove("mapboxgl-touch-zoom-rotate")},di.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},di.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},di.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},di.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var mi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function vi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var yi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new On(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll(["handleEvent","handleWindowEvent"],this);var i=this._el;this._listeners=[[i,"touchstart",{passive:!1}],[i,"touchmove",{passive:!1}],[i,"touchend",void 0],[i,"touchcancel",void 0],[i,"mousedown",void 0],[i,"mousemove",void 0],[i,"mouseup",void 0],[t.window.document,"mousemove",{capture:!0}],[t.window.document,"mouseup",void 0],[i,"mouseover",void 0],[i,"mouseout",void 0],[i,"dblclick",void 0],[i,"click",void 0],[i,"keydown",{capture:!1}],[i,"keyup",void 0],[i,"wheel",{passive:!1}],[i,"contextmenu",void 0],[t.window,"blur",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};yi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},yi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add("mapEvent",new Nn(e,t));var n=e.boxZoom=new Un(e,t);this._add("boxZoom",n);var i=new Gn,a=new ui;e.doubleClickZoom=new ci(a,i),this._add("tapZoom",i),this._add("clickZoom",a);var o=new fi;this._add("tapDragZoom",o);var s=e.touchPitch=new ii;this._add("touchPitch",s);var l=new Xn(t),c=new Zn(t);e.dragRotate=new pi(t,l,c),this._add("mouseRotate",l,["mousePitch"]),this._add("mousePitch",c,["mouseRotate"]);var u=new Wn(t),f=new Jn(t);e.dragPan=new hi(r,u,f),this._add("mousePan",u),this._add("touchPan",f,["touchZoom","touchRotate"]);var h=new ri,p=new ti;e.touchZoomRotate=new di(r,p,h,o),this._add("touchRotate",h,["touchPan","touchZoom"]),this._add("touchZoom",p,["touchPan","touchRotate"]);var d=e.scrollZoom=new li(e,this);this._add("scrollZoom",d,["mousePan"]);var m=e.keyboard=new oi;this._add("keyboard",m),this._add("blockableMapEvent",new jn(e));for(var g=0,v=["boxZoom","doubleClickZoom","tapDragZoom","touchPitch","dragRotate","dragPan","touchZoomRotate","scrollZoom","keyboard"];g<v.length;g+=1){var y=v[g];t.interactive&&t[y]&&e[y].enable(t[y])}},yi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},yi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1){e[t].handler.reset()}this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},yi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1){if(e[t].handler.isActive())return!0}return!1},yi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},yi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},yi.prototype.isMoving=function(){return Boolean(mi(this._eventsInProgress))||this.isZooming()},yi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},yi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+"Window")},yi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},yi.prototype.handleEvent=function(t,e){if("blur"!==t.type){this._updatingCamera=!0;for(var n="renderFrame"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var m=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(m=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,m,h,n),m&&m.needsRenderFrame&&this._triggerRenderFrame()),(m||p.isActive())&&(o[h]=p)}}var g={};for(var v in this._previousActiveHandlers)o[v]||(g[v]=n);this._previousActiveHandlers=o,(Object.keys(g).length||vi(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||vi(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},yi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},yi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},yi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!vi(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},yi.prototype._fireEvents=function(e,r){var n=this,i=mi(this._eventsInProgress),a=mi(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+"start"]=l),this._eventsInProgress[s]=e[s]}for(var c in!i&&a&&this._fireEvent("movestart",a.originalEvent),o)this._fireEvent(c,o[c]);for(var u in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent("move",a.originalEvent),e){var f=e[u].originalEvent;this._fireEvent(u,f)}var h,p={};for(var d in this._eventsInProgress){var m=this._eventsInProgress[d],g=m.handlerName,v=m.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||v,p[d+"end"]=h)}for(var y in p)this._fireEvent(y,p[y]);var x=mi(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event("moveend",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},yi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new gi("renderFrame",{timeStamp:e})),t._applyChanges()})))};var xi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll(["_renderFrameCallback"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if("number"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),m=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/m.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/m.y;if(!(v<0||g<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(g,v)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(w)),zoom:y,bearing:n}}t.warnOnce("Map cannot fit within canvas with the given bounds, padding, and/or offset.")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return"zoom"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),"bearing"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),"pitch"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event("movestart",r)).fire(new t.Event("move",r)),i&&this.fire(new t.Event("zoomstart",r)).fire(new t.Event("zoom",r)).fire(new t.Event("zoomend",r)),a&&this.fire(new t.Event("rotatestart",r)).fire(new t.Event("rotate",r)).fire(new t.Event("rotateend",r)),o&&this.fire(new t.Event("pitchstart",r)).fire(new t.Event("pitch",r)).fire(new t.Event("pitchend",r)),this.fire(new t.Event("moveend",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c="zoom"in e?+e.zoom:a,u="bearing"in e?this._normalizeBearing(e.bearing,o):o,f="pitch"in e?+e.pitch:s,h="padding"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),m=i.pointLocation(d),g=t.LngLat.convert(e.center||m);this._normalizeCenter(g);var v,y,x=i.project(m),b=i.project(g).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var m=i.zoomScale(i.zoom-a),g=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(m));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event("movestart",e)),this._zooming&&!n.zooming&&this.fire(new t.Event("zoomstart",e)),this._rotating&&!n.rotating&&this.fire(new t.Event("rotatestart",e)),this._pitching&&!n.pitching&&this.fire(new t.Event("pitchstart",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event("move",e)),this._zooming&&this.fire(new t.Event("zoom",e)),this._rotating&&this.fire(new t.Event("rotate",e)),this._pitching&&this.fire(new t.Event("pitch",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event("zoomend",e)),i&&this.fire(new t.Event("rotateend",e)),a&&this.fire(new t.Event("pitchend",e)),this.fire(new t.Event("moveend",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,["center","zoom","bearing","pitch","around"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u="zoom"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f="bearing"in e?this._normalizeBearing(e.bearing,s):s,h="pitch"in e?+e.pitch:l,p="padding"in e?e.padding:a.padding,d=a.zoomScale(u-o),m=t.Point.convert(e.offset),g=a.centerPoint.add(m),v=a.pointLocation(g),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if("minZoom"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return C(P)/C(P+_*t)},O=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,O=function(){return 0},I=function(t){return Math.exp(D*_*t)}}if("duration"in e)e.duration=+e.duration;else{var R="screenSpeed"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/I(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),g=a.centerPoint.add(m));var v=1===e?y:a.unproject(x.add(b.mult(O(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),bi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll(["_updateEditLink","_updateData","_updateCompact"],this)};bi.prototype.getDefaultPosition=function(){return"bottom-right"},bi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-attrib"),this._innerContainer=r.create("div","mapboxgl-ctrl-attrib-inner",this._container),e&&this._container.classList.add("mapboxgl-compact"),this._updateAttributions(),this._updateEditLink(),this._map.on("styledata",this._updateData),this._map.on("sourcedata",this._updateData),this._map.on("moveend",this._updateEditLink),void 0===e&&(this._map.on("resize",this._updateCompact),this._updateCompact()),this._container},bi.prototype.onRemove=function(){r.remove(this._container),this._map.off("styledata",this._updateData),this._map.off("sourcedata",this._updateData),this._map.off("moveend",this._updateEditLink),this._map.off("resize",this._updateCompact),this._map=void 0,this._attribHTML=void 0},bi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(".mapbox-improve-map"));var r=[{key:"owner",value:this.styleOwner},{key:"id",value:this.styleId},{key:"access_token",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+"="+e.value+(n<r.length-1?"&":"")),t}),"?");e.href=t.config.FEEDBACK_URL+"/"+n+(this._map._hash?this._map._hash.getHashString(!0):""),e.rel="noopener nofollow"}},bi.prototype._updateData=function(t){!t||"metadata"!==t.sourceDataType&&"style"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},bi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return"string"!=typeof t?"":t}))):"string"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(" | ");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove("mapboxgl-attrib-empty")):this._container.classList.add("mapboxgl-attrib-empty"),this._editLink=null)}},bi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add("mapboxgl-compact"):this._container.classList.remove("mapboxgl-compact")};var _i=function(){t.bindAll(["_updateLogo"],this),t.bindAll(["_updateCompact"],this)};_i.prototype.onAdd=function(t){this._map=t,this._container=r.create("div","mapboxgl-ctrl");var e=r.create("a","mapboxgl-ctrl-logo");return e.target="_blank",e.rel="noopener nofollow",e.href="https://www.mapbox.com/",e.setAttribute("aria-label",this._map._getUIString("LogoControl.Title")),e.setAttribute("rel","noopener nofollow"),this._container.appendChild(e),this._container.style.display="none",this._map.on("sourcedata",this._updateLogo),this._updateLogo(),this._map.on("resize",this._updateCompact),this._updateCompact(),this._container},_i.prototype.onRemove=function(){r.remove(this._container),this._map.off("sourcedata",this._updateLogo),this._map.off("resize",this._updateCompact)},_i.prototype.getDefaultPosition=function(){return"bottom-left"},_i.prototype._updateLogo=function(t){t&&"metadata"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?"block":"none")},_i.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t){if(t[e].getSource().mapbox_logo)return!0}return!1}},_i.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add("mapboxgl-compact"):e.classList.remove("mapboxgl-compact")}};var wi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};wi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},wi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},wi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},wi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ti={"FullscreenControl.Enter":"Enter fullscreen","FullscreenControl.Exit":"Exit fullscreen","GeolocateControl.FindMyLocation":"Find my location","GeolocateControl.LocationNotAvailable":"Location not available","LogoControl.Title":"Mapbox logo","NavigationControl.ResetBearing":"Reset bearing to north","NavigationControl.ZoomIn":"Zoom in","NavigationControl.ZoomOut":"Zoom out","ScaleControl.Feet":"ft","ScaleControl.Meters":"m","ScaleControl.Kilometers":"km","ScaleControl.Miles":"mi","ScaleControl.NauticalMiles":"nm"},ki=t.window.HTMLImageElement,Ai=t.window.HTMLElement,Mi=t.window.ImageBitmap,Si={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:"sans-serif",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ei=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Si,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error("maxZoom must be greater than or equal to minZoom");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error("maxPitch must be greater than or equal to minPitch");if(null!=e.minPitch&&e.minPitch<0)throw new Error("minPitch must be greater than or equal to 0");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error("maxPitch must be less than or equal to 60");var i=new An(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new wi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ti,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),"string"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error("Container '"+e.container+"' not found.")}else{if(!(e.container instanceof Ai))throw new Error("Invalid type: 'container' must be a String or HTMLElement.");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll(["_onWindowOnline","_onWindowResize","_contextLost","_contextRestored"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error("Failed to initialize WebGL.");this.on("move",(function(){return r._update(!1)})),this.on("moveend",(function(){return r._update(!1)})),this.on("zoom",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener("online",this._onWindowOnline,!1),t.window.addEventListener("resize",this._onWindowResize,!1)),this.handlers=new yi(this,e);var a="string"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new Sn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new bi({customAttribution:e.customAttribution})),this.addControl(new _i,e.logoPosition),this.on("style.load",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on("data",(function(e){r._update("style"===e.dataType),r.fire(new t.Event(e.dataType+"data",e))})),this.on("dataloading",(function(e){r.fire(new t.Event(e.dataType+"dataloading",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r="top-right"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error("Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf("bottom")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error("Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event("movestart",e)).fire(new t.Event("move",e))),this.fire(new t.Event("resize",e)),a&&this.fire(new t.Event("moveend",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error("minZoom must be between -2 and the current maxZoom, inclusive")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error("maxZoom must be greater than the current minZoom")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error("minPitch must be greater than or equal to 0");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error("minPitch must be between 0 and the current maxPitch, inclusive")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error("maxPitch must be less than or equal to 60");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error("maxPitch must be greater than the current minPitch")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if("mouseenter"===t||"mouseover"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Rn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if("mouseleave"===t||"mouseout"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Rn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Rn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||"number"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error("Missing UI string '"+t+"'");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),"string"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if("string"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else"object"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce("Unable to perform style diff: "+(n.message||n.error||n)+".  Rebuilding the style from scratch."),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce("There is no style added to the map.")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error("There is no source with ID '"+e+"'")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if("loaded"!==i.state&&"errored"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof ki||Mi&&r instanceof Mi){var c=t.browser.getImageData(r),u=c.width,f=c.height,h=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error("Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`")));var p=r.width,d=r.height,m=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(m)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error("The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.")));var i=r instanceof ki||Mi&&r instanceof Mi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error("Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error("The width and height of the updated image must be that same as the previous version of the image")));var l=!(r instanceof ki||Mi&&r instanceof Mi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error("Missing required image id"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){"rgb(250, 128, 114)"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue("background-color")&&t.warnOnce("This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add("mapboxgl-map"),(this._missingCSSCanary=r.create("div","mapboxgl-canary",t)).style.visibility="hidden",this._detectMissingCSS();var e=this._canvasContainer=r.create("div","mapboxgl-canvas-container",t);this._interactive&&e.classList.add("mapboxgl-interactive"),this._canvas=r.create("canvas","mapboxgl-canvas",e),this._canvas.addEventListener("webglcontextlost",this._contextLost,!1),this._canvas.addEventListener("webglcontextrestored",this._contextRestored,!1),this._canvas.setAttribute("tabindex","0"),this._canvas.setAttribute("aria-label","Map");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create("div","mapboxgl-control-container",t),a=this._controlPositions={};["top-left","top-right","bottom-left","bottom-right"].forEach((function(t){a[t]=r.create("div","mapboxgl-ctrl-"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+"px",this._canvas.style.height=r+"px"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext("webgl",r)||this._canvas.getContext("experimental-webgl",r);n?(this.painter=new _n(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error("Failed to initialize WebGL")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event("webglcontextlost",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event("webglcontextrestored",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens("gpu-timing-frame")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens("gpu-timing-layer")}),this.fire(new t.Event("render")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event("load"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens("gpu-timing-frame")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event("gpu-timing-frame",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens("gpu-timing-layer")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event("gpu-timing-layer",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event("idle"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1){r[e].onRemove(this)}this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener("resize",this._onWindowResize,!1),t.window.removeEventListener("online",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension("WEBGL_lose_context");n&&n.loseContext(),Li(this._canvasContainer),Li(this._controlContainer),Li(this._missingCSSCanary),this._container.classList.remove("mapboxgl-map"),this._removed=!0,this.fire(new t.Event("remove"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(xi);function Li(t){t.parentNode&&t.parentNode.removeChild(t)}var Ci={showCompass:!0,showZoom:!0,visualizePitch:!1},Pi=function(e){var n=this;this.options=t.extend({},Ci,e),this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-group"),this._container.addEventListener("contextmenu",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll(["_setButtonTitle","_updateZoomButtons"],this),this._zoomInButton=this._createButton("mapboxgl-ctrl-zoom-in",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create("span","mapboxgl-ctrl-icon",this._zoomInButton).setAttribute("aria-hidden",!0),this._zoomOutButton=this._createButton("mapboxgl-ctrl-zoom-out",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create("span","mapboxgl-ctrl-icon",this._zoomOutButton).setAttribute("aria-hidden",!0)),this.options.showCompass&&(t.bindAll(["_rotateCompassArrow"],this),this._compass=this._createButton("mapboxgl-ctrl-compass",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create("span","mapboxgl-ctrl-icon",this._compass),this._compassIcon.setAttribute("aria-hidden",!0))};Pi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Pi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?"scale("+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+") rotateX("+this._map.transform.pitch+"deg) rotateZ("+this._map.transform.angle*(180/Math.PI)+"deg)":"rotate("+this._map.transform.angle*(180/Math.PI)+"deg)";this._compassIcon.style.transform=t},Pi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,"ZoomIn"),this._setButtonTitle(this._zoomOutButton,"ZoomOut"),this._map.on("zoom",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,"ResetBearing"),this.options.visualizePitch&&this._map.on("pitch",this._rotateCompassArrow),this._map.on("rotate",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ii(this._map,this._compass,this.options.visualizePitch)),this._container},Pi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off("zoom",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off("pitch",this._rotateCompassArrow),this._map.off("rotate",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Pi.prototype._createButton=function(t,e){var n=r.create("button",t,this._container);return n.type="button",n.addEventListener("click",e),n},Pi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString("NavigationControl."+e);t.title=r,t.setAttribute("aria-label",r)};var Ii=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Xn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Zn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll(["mousedown","mousemove","mouseup","touchstart","touchmove","touchend","reset"],this),r.addEventListener(n,"mousedown",this.mousedown),r.addEventListener(n,"touchstart",this.touchstart,{passive:!1}),r.addEventListener(n,"touchmove",this.touchmove),r.addEventListener(n,"touchend",this.touchend),r.addEventListener(n,"touchcancel",this.reset)};function Oi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ii.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ii.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ii.prototype.off=function(){var t=this.element;r.removeEventListener(t,"mousedown",this.mousedown),r.removeEventListener(t,"touchstart",this.touchstart,{passive:!1}),r.removeEventListener(t,"touchmove",this.touchmove),r.removeEventListener(t,"touchend",this.touchend),r.removeEventListener(t,"touchcancel",this.reset),this.offTemp()},Ii.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,"mousemove",this.mousemove),r.removeEventListener(t.window,"mouseup",this.mouseup)},Ii.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,"mousemove",this.mousemove),r.addEventListener(t.window,"mouseup",this.mouseup)},Ii.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ii.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ii.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:"mousedown",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ii.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ii.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ii.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var zi={center:"translate(-50%,-50%)",top:"translate(-50%,0)","top-left":"translate(0,0)","top-right":"translate(-100%,0)",bottom:"translate(-50%,-100%)","bottom-left":"translate(0,-100%)","bottom-right":"translate(-100%,-100%)",left:"translate(0,-50%)",right:"translate(-100%,-50%)"};function Di(t,e,r){var n=t.classList;for(var i in zi)n.remove("mapboxgl-"+r+"-anchor-"+i);n.add("mapboxgl-"+r+"-anchor-"+e)}var Ri,Fi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll(["_update","_onMove","_onUp","_addDragHandler","_onMapClick","_onKeyPress"],this),this._anchor=n&&n.anchor||"center",this._color=n&&n.color||"#3FB1CE",this._draggable=n&&n.draggable||!1,this._state="inactive",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||"auto",this._pitchAlignment=n&&n.pitchAlignment&&"auto"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create("div"),this._element.setAttribute("aria-label","Map marker");var o=r.createNS("http://www.w3.org/2000/svg","svg");o.setAttributeNS(null,"display","block"),o.setAttributeNS(null,"height","41px"),o.setAttributeNS(null,"width","27px"),o.setAttributeNS(null,"viewBox","0 0 27 41");var s=r.createNS("http://www.w3.org/2000/svg","g");s.setAttributeNS(null,"stroke","none"),s.setAttributeNS(null,"stroke-width","1"),s.setAttributeNS(null,"fill","none"),s.setAttributeNS(null,"fill-rule","evenodd");var l=r.createNS("http://www.w3.org/2000/svg","g");l.setAttributeNS(null,"fill-rule","nonzero");var c=r.createNS("http://www.w3.org/2000/svg","g");c.setAttributeNS(null,"transform","translate(3.0, 29.0)"),c.setAttributeNS(null,"fill","#000000");for(var u=0,f=[{rx:"10.5",ry:"5.25002273"},{rx:"10.5",ry:"5.25002273"},{rx:"9.5",ry:"4.77275007"},{rx:"8.5",ry:"4.29549936"},{rx:"7.5",ry:"3.81822308"},{rx:"6.5",ry:"3.34094679"},{rx:"5.5",ry:"2.86367051"},{rx:"4.5",ry:"2.38636864"}];u<f.length;u+=1){var h=f[u],p=r.createNS("http://www.w3.org/2000/svg","ellipse");p.setAttributeNS(null,"opacity","0.04"),p.setAttributeNS(null,"cx","10.5"),p.setAttributeNS(null,"cy","5.80029008"),p.setAttributeNS(null,"rx",h.rx),p.setAttributeNS(null,"ry",h.ry),c.appendChild(p)}var d=r.createNS("http://www.w3.org/2000/svg","g");d.setAttributeNS(null,"fill",this._color);var m=r.createNS("http://www.w3.org/2000/svg","path");m.setAttributeNS(null,"d","M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z"),d.appendChild(m);var g=r.createNS("http://www.w3.org/2000/svg","g");g.setAttributeNS(null,"opacity","0.25"),g.setAttributeNS(null,"fill","#000000");var v=r.createNS("http://www.w3.org/2000/svg","path");v.setAttributeNS(null,"d","M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z"),g.appendChild(v);var y=r.createNS("http://www.w3.org/2000/svg","g");y.setAttributeNS(null,"transform","translate(6.0, 7.0)"),y.setAttributeNS(null,"fill","#FFFFFF");var x=r.createNS("http://www.w3.org/2000/svg","g");x.setAttributeNS(null,"transform","translate(8.0, 8.0)");var b=r.createNS("http://www.w3.org/2000/svg","circle");b.setAttributeNS(null,"fill","#000000"),b.setAttributeNS(null,"opacity","0.25"),b.setAttributeNS(null,"cx","5.5"),b.setAttributeNS(null,"cy","5.5"),b.setAttributeNS(null,"r","5.4999962");var _=r.createNS("http://www.w3.org/2000/svg","circle");_.setAttributeNS(null,"fill","#FFFFFF"),_.setAttributeNS(null,"cx","5.5"),_.setAttributeNS(null,"cy","5.5"),_.setAttributeNS(null,"r","5.4999962"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(g),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add("mapboxgl-marker"),this._element.addEventListener("dragstart",(function(t){t.preventDefault()})),this._element.addEventListener("mousedown",(function(t){t.preventDefault()})),this._element.addEventListener("focus",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Di(this._element,this._anchor,"marker"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on("move",this._update),t.on("moveend",this._update),this.setDraggable(this._draggable),this._update(),this._map.on("click",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off("click",this._onMapClick),this._map.off("move",this._update),this._map.off("moveend",this._update),this._map.off("mousedown",this._addDragHandler),this._map.off("touchstart",this._addDragHandler),this._map.off("mouseup",this._onUp),this._map.off("touchend",this._onUp),this._map.off("mousemove",this._onMove),this._map.off("touchmove",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener("keypress",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute("tabindex")),t){if(!("offset"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],"top-left":[0,0],"top-right":[0,0],bottom:[0,-38.1],"bottom-left":[e,-1*(24.6+e)],"bottom-right":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute("tabindex"),this._originalTabIndex||this._element.setAttribute("tabindex","0"),this._element.addEventListener("keypress",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;"Space"!==e&&"Enter"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e="";"viewport"===this._rotationAlignment||"auto"===this._rotationAlignment?e="rotateZ("+this._rotation+"deg)":"map"===this._rotationAlignment&&(e="rotateZ("+(this._rotation-this._map.getBearing())+"deg)");var n="";"viewport"===this._pitchAlignment||"auto"===this._pitchAlignment?n="rotateX(0deg)":"map"===this._pitchAlignment&&(n="rotateX("+this._map.getPitch()+"deg)"),t&&"moveend"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,zi[this._anchor]+" translate("+this._pos.x+"px, "+this._pos.y+"px) "+n+" "+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents="none","pending"===this._state&&(this._state="active",this.fire(new t.Event("dragstart"))),this.fire(new t.Event("drag"))},n.prototype._onUp=function(){this._element.style.pointerEvents="auto",this._positionDelta=null,this._map.off("mousemove",this._onMove),this._map.off("touchmove",this._onMove),"active"===this._state&&this.fire(new t.Event("dragend")),this._state="inactive"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state="pending",this._map.on("mousemove",this._onMove),this._map.on("touchmove",this._onMove),this._map.once("mouseup",this._onUp),this._map.once("touchend",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on("mousedown",this._addDragHandler),this._map.on("touchstart",this._addDragHandler)):(this._map.off("mousedown",this._addDragHandler),this._map.off("touchstart",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||"auto",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&"auto"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Bi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Ni=0,ji=!1,Ui=function(e){function n(r){e.call(this),this.options=t.extend({},Bi,r),t.bindAll(["_onSuccess","_onError","_onZoom","_finish","_setupUI","_updateCamera","_updateMarker"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-group"),n=this._setupUI,void 0!==Ri?n(Ri):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:"geolocation"}).then((function(t){Ri="denied"!==t.state,n(Ri)})):(Ri=!!t.window.navigator.geolocation,n(Ri)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off("zoom",this._onZoom),this._map=void 0,Ni=0,ji=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case"WAITING_ACTIVE":this._watchState="ACTIVE_ERROR",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active-error");break;case"ACTIVE_LOCK":this._watchState="ACTIVE_ERROR",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting");break;case"BACKGROUND":this._watchState="BACKGROUND_ERROR",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event("outofmaxbounds",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case"WAITING_ACTIVE":case"ACTIVE_LOCK":case"ACTIVE_ERROR":this._watchState="ACTIVE_LOCK",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active");break;case"BACKGROUND":case"BACKGROUND_ERROR":this._watchState="BACKGROUND",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background-error"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background")}this.options.showUserLocation&&"OFF"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&"ACTIVE_LOCK"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove("mapboxgl-user-location-dot-stale"),this.fire(new t.Event("geolocate",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+"px",this._circleElement.style.height=i+"px"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState="OFF",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background-error"),this._geolocateButton.disabled=!0;var r=this._map._getUIString("GeolocateControl.LocationNotAvailable");this._geolocateButton.title=r,this._geolocateButton.setAttribute("aria-label",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&ji)return;this._setErrorState()}"OFF"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add("mapboxgl-user-location-dot-stale"),this.fire(new t.Event("error",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener("contextmenu",(function(t){return t.preventDefault()})),this._geolocateButton=r.create("button","mapboxgl-ctrl-geolocate",this._container),r.create("span","mapboxgl-ctrl-icon",this._geolocateButton).setAttribute("aria-hidden",!0),this._geolocateButton.type="button",!1===e){t.warnOnce("Geolocation support is not available so the GeolocateControl will be disabled.");var i=this._map._getUIString("GeolocateControl.LocationNotAvailable");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute("aria-label",i)}else{var a=this._map._getUIString("GeolocateControl.FindMyLocation");this._geolocateButton.title=a,this._geolocateButton.setAttribute("aria-label",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute("aria-pressed","false"),this._watchState="OFF"),this.options.showUserLocation&&(this._dotElement=r.create("div","mapboxgl-user-location-dot"),this._userLocationDotMarker=new Fi(this._dotElement),this._circleElement=r.create("div","mapboxgl-user-location-accuracy-circle"),this._accuracyCircleMarker=new Fi({element:this._circleElement,pitchAlignment:"map"}),this.options.trackUserLocation&&(this._watchState="OFF"),this._map.on("zoom",this._onZoom)),this._geolocateButton.addEventListener("click",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on("movestart",(function(e){var r=e.originalEvent&&"resize"===e.originalEvent.type;e.geolocateSource||"ACTIVE_LOCK"!==n._watchState||r||(n._watchState="BACKGROUND",n._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background"),n._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),n.fire(new t.Event("trackuserlocationend")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce("Geolocate control triggered before added to a map"),!1;if(this.options.trackUserLocation){switch(this._watchState){case"OFF":this._watchState="WAITING_ACTIVE",this.fire(new t.Event("trackuserlocationstart"));break;case"WAITING_ACTIVE":case"ACTIVE_LOCK":case"ACTIVE_ERROR":case"BACKGROUND_ERROR":Ni--,ji=!1,this._watchState="OFF",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-active-error"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background-error"),this.fire(new t.Event("trackuserlocationend"));break;case"BACKGROUND":this._watchState="ACTIVE_LOCK",this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-background"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event("trackuserlocationstart"))}switch(this._watchState){case"WAITING_ACTIVE":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active");break;case"ACTIVE_LOCK":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active");break;case"ACTIVE_ERROR":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-active-error");break;case"BACKGROUND":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background");break;case"BACKGROUND_ERROR":this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-background-error")}if("OFF"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.setAttribute("aria-pressed","true"),++Ni>1?(e={maximumAge:6e5,timeout:0},ji=!0):(e=this.options.positionOptions,ji=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove("mapboxgl-ctrl-geolocate-waiting"),this._geolocateButton.setAttribute("aria-pressed","false"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Vi={maxWidth:100,unit:"metric"},Hi=function(e){this.options=t.extend({},Vi,e),t.bindAll(["_onMove","setUnit"],this)};function qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&"imperial"===r.unit){var l=3.2808*s;if(l>5280)Gi(e,n,l/5280,t._getUIString("ScaleControl.Miles"));else Gi(e,n,l,t._getUIString("ScaleControl.Feet"))}else if(r&&"nautical"===r.unit){Gi(e,n,s/1852,t._getUIString("ScaleControl.NauticalMiles"))}else s>=1e3?Gi(e,n,s/1e3,t._getUIString("ScaleControl.Kilometers")):Gi(e,n,s,t._getUIString("ScaleControl.Meters"))}function Gi(t,e,r,n){var i,a,o,s=(i=r,a=Math.pow(10,(""+Math.floor(i)).length-1),o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o),a*o),l=s/r;t.style.width=e*l+"px",t.innerHTML=s+"&nbsp;"+n}Hi.prototype.getDefaultPosition=function(){return"bottom-left"},Hi.prototype._onMove=function(){qi(this._map,this._container,this.options)},Hi.prototype.onAdd=function(t){return this._map=t,this._container=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-scale",t.getContainer()),this._map.on("move",this._onMove),this._onMove(),this._container},Hi.prototype.onRemove=function(){r.remove(this._container),this._map.off("move",this._onMove),this._map=void 0},Hi.prototype.setUnit=function(t){this.options.unit=t,qi(this._map,this._container,this.options)};var Yi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce("Full screen control 'container' must be a DOM element.")),t.bindAll(["_onClickFullscreen","_changeIcon"],this),"onfullscreenchange"in t.window.document?this._fullscreenchange="fullscreenchange":"onmozfullscreenchange"in t.window.document?this._fullscreenchange="mozfullscreenchange":"onwebkitfullscreenchange"in t.window.document?this._fullscreenchange="webkitfullscreenchange":"onmsfullscreenchange"in t.window.document&&(this._fullscreenchange="MSFullscreenChange")};Yi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create("div","mapboxgl-ctrl mapboxgl-ctrl-group"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display="none",t.warnOnce("This device does not support fullscreen mode.")),this._controlContainer},Yi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Yi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create("button","mapboxgl-ctrl-fullscreen",this._controlContainer);r.create("span","mapboxgl-ctrl-icon",e).setAttribute("aria-hidden",!0),e.type="button",this._updateTitle(),this._fullscreenButton.addEventListener("click",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute("aria-label",t),this._fullscreenButton.title=t},Yi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?"FullscreenControl.Exit":"FullscreenControl.Enter")},Yi.prototype._isFullscreen=function(){return this._fullscreen},Yi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle("mapboxgl-ctrl-shrink"),this._fullscreenButton.classList.toggle("mapboxgl-ctrl-fullscreen"),this._updateTitle())},Yi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Wi={closeButton:!0,closeOnClick:!0,className:"",maxWidth:"240px"},Xi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Wi),r),t.bindAll(["_update","_onClose","remove","_onMouseMove","_onMouseUp","_onDrag"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on("click",this._onClose),this.options.closeOnMove&&this._map.on("move",this._onClose),this._map.on("remove",this.remove),this._update(),this._trackPointer?(this._map.on("mousemove",this._onMouseMove),this._map.on("mouseup",this._onMouseUp),this._container&&this._container.classList.add("mapboxgl-popup-track-pointer"),this._map._canvasContainer.classList.add("mapboxgl-track-pointer")):this._map.on("move",this._update),this.fire(new t.Event("open")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off("move",this._update),this._map.off("move",this._onClose),this._map.off("click",this._onClose),this._map.off("remove",this.remove),this._map.off("mousemove",this._onMouseMove),this._map.off("mouseup",this._onMouseUp),this._map.off("drag",this._onDrag),delete this._map),this.fire(new t.Event("close")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on("move",this._update),this._map.off("mousemove",this._onMouseMove),this._container&&this._container.classList.remove("mapboxgl-popup-track-pointer"),this._map._canvasContainer.classList.remove("mapboxgl-track-pointer")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off("move",this._update),this._map.on("mousemove",this._onMouseMove),this._map.on("drag",this._onDrag),this._container&&this._container.classList.add("mapboxgl-popup-track-pointer"),this._map._canvasContainer.classList.add("mapboxgl-track-pointer")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement("body");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create("div","mapboxgl-popup-content",this._container),this.options.closeButton&&(this._closeButton=r.create("button","mapboxgl-popup-close-button",this._content),this._closeButton.type="button",this._closeButton.setAttribute("aria-label","Close popup"),this._closeButton.innerHTML="&#215;",this._closeButton.addEventListener("click",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this,i=this._lngLat||this._trackPointer;if(this._map&&i&&this._content&&(this._container||(this._container=r.create("div","mapboxgl-popup",this._map.getContainer()),this._tip=r.create("div","mapboxgl-popup-tip",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(" ").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add("mapboxgl-popup-track-pointer")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),o=this.options.anchor,s=function e(r){if(r){if("number"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),"top-left":new t.Point(n,n),"top-right":new t.Point(-n,n),bottom:new t.Point(0,-r),"bottom-left":new t.Point(n,-n),"bottom-right":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,"top-left":i,"top-right":i,bottom:i,"bottom-left":i,"bottom-right":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),"top-left":t.Point.convert(r["top-left"]||[0,0]),"top-right":t.Point.convert(r["top-right"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),"bottom-left":t.Point.convert(r["bottom-left"]||[0,0]),"bottom-right":t.Point.convert(r["bottom-right"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!o){var l,c=this._container.offsetWidth,u=this._container.offsetHeight;l=a.y+s.bottom.y<u?["top"]:a.y>this._map.transform.height-u?["bottom"]:[],a.x<c/2?l.push("left"):a.x>this._map.transform.width-c/2&&l.push("right"),o=0===l.length?"bottom":l.join("-")}var f=a.add(s[o]).round();r.setTransform(this._container,zi[o]+" translate("+f.x+"px,"+f.y+"px)"),Di(this._container,o,"popup")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);var Zi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ei,NavigationControl:Pi,GeolocateControl:Ui,AttributionControl:bi,ScaleControl:Hi,FullscreenControl:Yi,Popup:Xi,Marker:Fi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(zt)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(zt),Rt=null):console.warn("Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:""};return Zi})),r}))},{}],442:[function(t,e,r){var n=t("./normalize"),i=t("gl-mat4/create"),a=t("gl-mat4/clone"),o=t("gl-mat4/determinant"),s=t("gl-mat4/invert"),l=t("gl-mat4/transpose"),c={length:t("gl-vec3/length"),normalize:t("gl-vec3/normalize"),dot:t("gl-vec3/dot"),cross:t("gl-vec3/cross")},u=i(),f=i(),h=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function m(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,g,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),g||(g=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(a(f,u),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)<1e-8))return!1;var y,x,b,_,w,T,k,A=u[3],M=u[7],S=u[11],E=u[12],L=u[13],C=u[14],P=u[15];if(0!==A||0!==M||0!==S){if(h[0]=A,h[1]=M,h[2]=S,h[3]=P,!s(f,f))return!1;l(f,f),y=g,b=f,_=(x=h)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else g[0]=g[1]=g[2]=0,g[3]=1;if(e[0]=E,e[1]=L,e[2]=C,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),i[0]=c.dot(p[0],p[1]),m(p[1],p[1],p[0],1,-i[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),i[0]/=r[1],i[1]=c.dot(p[0],p[2]),m(p[2],p[2],p[0],1,-i[1]),i[2]=c.dot(p[1],p[2]),m(p[2],p[2],p[1],1,-i[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),i[1]/=r[2],i[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{"./normalize":443,"gl-mat4/clone":272,"gl-mat4/create":274,"gl-mat4/determinant":275,"gl-mat4/invert":287,"gl-mat4/transpose":300,"gl-vec3/cross":350,"gl-vec3/dot":355,"gl-vec3/length":365,"gl-vec3/normalize":372}],443:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i<16;i++)t[i]=e[i]*n;return!0}},{}],444:[function(t,e,r){var n=t("gl-vec3/lerp"),i=t("mat4-recompose"),a=t("mat4-decompose"),o=t("gl-mat4/determinant"),s=t("quat-slerp"),l=f(),c=f(),u=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function h(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,f){if(0===o(e)||0===o(r))return!1;var h=a(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=a(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!h||!p)&&(n(u.translate,l.translate,c.translate,f),n(u.skew,l.skew,c.skew,f),n(u.scale,l.scale,c.scale,f),n(u.perspective,l.perspective,c.perspective,f),s(u.quaternion,l.quaternion,c.quaternion,f),i(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{"gl-mat4/determinant":275,"gl-vec3/lerp":366,"mat4-decompose":442,"mat4-recompose":445,"quat-slerp":505}],445:[function(t,e,r){var n={identity:t("gl-mat4/identity"),translate:t("gl-mat4/translate"),multiply:t("gl-mat4/multiply"),create:t("gl-mat4/create"),scale:t("gl-mat4/scale"),fromRotationTranslation:t("gl-mat4/fromRotationTranslation")},i=(n.create(),n.create());e.exports=function(t,e,r,a,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&&(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&&(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&&(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{"gl-mat4/create":274,"gl-mat4/fromRotationTranslation":278,"gl-mat4/identity":285,"gl-mat4/multiply":289,"gl-mat4/scale":297,"gl-mat4/translate":299}],446:[function(t,e,r){"use strict";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],447:[function(t,e,r){"use strict";var n=t("binary-search-bounds"),i=t("mat4-interpolate"),a=t("gl-mat4/invert"),o=t("gl-mat4/rotateX"),s=t("gl-mat4/rotateY"),l=t("gl-mat4/rotateZ"),c=t("gl-mat4/lookAt"),u=t("gl-mat4/translate"),f=(t("gl-mat4/scale"),t("gl-vec3/normalize")),h=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],h=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)h[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&h[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=h[c];else i(o,h,d,(t-e[r])/u)}var m=this.computedUp;m[0]=o[1],m[1]=o[5],m[2]=o[9],f(m,m);var g=this.computedInverse;a(g,o);var v=this.computedEye,y=g[15];v[0]=g[12]/y,v[1]=g[13]/y,v[2]=g[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||h,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var i=0,a=0;a<3;++a)i+=Math.pow(r[a]-e[a],2);i=Math.log(Math.sqrt(i)),this.computedRadius[0]=i},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var i=this.computedInverse;e&&s(i,i,e),r&&o(i,i,r),n&&l(i,i,n),this.setMatrix(t,a(this.computedMatrix,i))};var m=[0,0,0];d.pan=function(t,e,r,n){m[0]=-(e||0),m[1]=-(r||0),m[2]=-(n||0),this.recalcMatrix(t);var 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+@license MIT
+*/
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+ */
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n("chain_add_tail",{index:t,pt:e})},chainConnect:function(t,e){return n("chain_con",{index1:t,index2:e})},chainReverse:function(t){return n("chain_rev",{index:t})},chainJoin:function(t,e){return n("chain_join",{index1:t,index2:e})},done:function(){return n("done")}}}},{}],482:[function(t,e,r){e.exports=function(t){"number"!=typeof t&&(t=1e-10);var e={epsilon:function(e){return"number"==typeof e&&(t=e),t},pointAboveOrOnLine:function(e,r,n){var i=r[0],a=r[1],o=n[0],s=n[1],l=e[0];return(o-i)*(e[1]-a)-(s-a)*(l-i)>=-t},pointBetween:function(e,r,n){var i=e[1]-r[1],a=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*a+i*s;return!(l<t)&&!(l-(a*a+s*s)>-t)},pointsSameX:function(e,r){return Math.abs(e[0]-r[0])<t},pointsSameY:function(e,r){return Math.abs(e[1]-r[1])<t},pointsSame:function(t,r){return e.pointsSameX(t,r)&&e.pointsSameY(t,r)},pointsCompare:function(t,r){return e.pointsSameX(t,r)?e.pointsSameY(t,r)?0:t[1]<r[1]?-1:1:t[0]<r[0]?-1:1},pointsCollinear:function(e,r,n){var i=e[0]-r[0],a=e[1]-r[1],o=r[0]-n[0],s=r[1]-n[1];return Math.abs(i*s-o*a)<t},linesIntersect:function(e,r,n,i){var a=r[0]-e[0],o=r[1]-e[1],s=i[0]-n[0],l=i[1]-n[1],c=a*l-o*s;if(Math.abs(c)<t)return!1;var u=e[0]-n[0],f=e[1]-n[1],h=(s*f-l*u)/c,p=(a*f-o*u)/c,d={alongA:0,alongB:0,pt:[e[0]+h*a,e[1]+h*o]};return d.alongA=h<=-t?-2:h<t?-1:h-1<=-t?0:h-1<t?1:2,d.alongB=p<=-t?-2:p<t?-1:p-1<=-t?0:p-1<t?1:2,d},pointInsideRegion:function(e,r){for(var n=e[0],i=e[1],a=r[r.length-1][0],o=r[r.length-1][1],s=!1,l=0;l<r.length;l++){var c=r[l][0],u=r[l][1];u-i>t!=o-i>t&&(a-c)*(i-u)/(o-u)+c-n>t&&(s=!s),a=c,o=u}return s}};return e}},{}],483:[function(t,e,r){var n={toPolygon:function(t,e){function r(e){if(e.length<=0)return t.segments({inverted:!1,regions:[]});function r(e){var r=e.slice(0,e.length-1);return t.segments({inverted:!1,regions:[r]})}for(var n=r(e[0]),i=1;i<e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if("Polygon"===e.type)return t.polygon(r(e.coordinates));if("MultiPolygon"===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i<e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error("PolyBool: Cannot convert GeoJSON object to PolyBool polygon")},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r<t.children.length;r++){if(n(e,(s=t.children[r]).region))return void o(s,e)}var a=i(e);for(r=0;r<t.children.length;r++){var s;n((s=t.children[r]).region,e)&&(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s<r.regions.length;s++){var l=r.regions[s];l.length<3||o(a,l)}function c(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var u=[];function f(t){var e=[c(t.region,!1)];u.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return c(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return u.length<=0?{type:"Polygon",coordinates:[]}:1==u.length?{type:"Polygon",coordinates:u[0]}:{type:"MultiPolygon",coordinates:u}}};e.exports=n},{}],484:[function(t,e,r){var n=t("./linked-list");e.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return function(t,r,n,i,a,o){var s=e.pointsCompare(r,a);return 0!==s?s:e.pointsSame(n,o)?0:t!==i?t?1:-1:e.pointAboveOrOnLine(n,i?a:o,i?o:a)?1:-1}(t.isStart,t.pt,r,n.isStart,n.pt,n.other.pt)<0}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function c(i,o){var s=n.create();function c(t){return s.findTransition((function(r){var n,i,a,o,s,l;return(n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function u(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,c=a.start,u=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,c,u);if(!1===f){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var h=e.pointsSame(o,c),p=e.pointsSame(s,u);if(h&&p)return n;var d=!h&&e.pointBetween(o,c,u),m=!p&&e.pointBetween(s,c,u);if(h)return m?l(n,s):l(t,u),n;d&&(p||(m?l(n,s):l(t,u)),l(n,o))}else 0===f.alongA&&(-1===f.alongB?l(t,c):0===f.alongB?l(t,f.pt):1===f.alongB&&l(t,u)),0===f.alongB&&(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&&l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&&r.vert(h.pt[0]),h.isStart){r&&r.segmentNew(h.seg,h.primary);var p=c(h),d=p.before?p.before.ev:null,m=p.after?p.after.ev:null;function g(){if(d){var t=u(h,d);if(t)return t}return!!m&&u(h,m)}r&&r.tempStatus(h.seg,!!d&&d.seg,!!m&&m.seg);var v,y=g();if(y){var x;if(t)(x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&&(y.seg.myFill.above=!y.seg.myFill.above);else 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n,i,a,o=t[t.length-1],l=0;l<t.length;l++){n=o,o=t[l];var c=e.pointsCompare(n,o);0!==c&&s((i=c<0?n:o,a=c<0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return c(t,!1)}}:{calculate:function(t,e,r,n){return t.forEach((function(t){s(i(t.start,t.end,t),!0)})),r.forEach((function(t){s(i(t.start,t.end,t),!1)})),c(e,n)}}}},{"./linked-list":485}],485:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&&e!==t.root},isEmpty:function(){return null===t.root.next},getHead:function(){return t.root.next},insertBefore:function(e,r){for(var n=t.root,i=t.root.next;null!==i;){if(r(i))return e.prev=i.prev,e.next=i,i.prev.next=e,void(i.prev=e);n=i,i=i.next}n.next=e,e.prev=n,e.next=null},findTransition:function(e){for(var r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return 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p=s.index,d=s.matches_pt1?o:a,m=s.matches_head,g=n[p],v=m?g[0]:g[g.length-1],y=m?g[1]:g[g.length-2],x=m?g[g.length-1]:g[0],b=m?g[g.length-2]:g[1];return e.pointsCollinear(y,v,d)&&(m?(r&&r.chainRemoveHead(s.index,d),g.shift()):(r&&r.chainRemoveTail(s.index,d),g.pop()),v=y),e.pointsSame(x,d)?(n.splice(p,1),e.pointsCollinear(b,x,v)&&(m?(r&&r.chainRemoveTail(s.index,v),g.pop()):(r&&r.chainRemoveHead(s.index,v),g.shift())),r&&r.chainClose(s.index),void i.push(g)):void(m?(r&&r.chainAddHead(s.index,d),g.unshift(d)):(r&&r.chainAddTail(s.index,d),g.push(d)))}var _=s.index,w=l.index;r&&r.chainConnect(_,w);var T=n[_].length<n[w].length;s.matches_head?l.matches_head?T?(A(_),M(_,w)):(A(w),M(w,_)):M(w,_):l.matches_head?M(_,w):T?(A(_),M(w,_)):(A(w),M(_,w))}function k(t,e,r){return c.index=t,c.matches_head=e,c.matches_pt1=r,c===s?(c=l,!1):(c=null,!0)}function A(t){r&&r.chainReverse(t),n[t].reverse()}function M(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],487:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return 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n=e,i=0;i<r.length;)if(t[n++]!==r[i++])return!1;return!0},r.str2arr=function(t,e){var r=[],n=0;if(e&&"hex"===e)for(;n<t.length;)r.push(parseInt(t.slice(n,n+2),16)),n+=2;else for(;n<t.length;n++)r.push(255&t.charCodeAt(n));return r},r.readUInt16LE=function(t,e){return t[e]|t[e+1]<<8},r.readUInt16BE=function(t,e){return t[e+1]|t[e]<<8},r.readUInt32LE=function(t,e){return t[e]|t[e+1]<<8|t[e+2]<<16|16777216*t[e+3]},r.readUInt32BE=function(t,e){return t[e+3]|t[e+2]<<8|t[e+1]<<16|16777216*t[e]},o.prototype=Object.create(Error.prototype),o.prototype.constructor=o,r.ProbeError=o},{stream:543,"stream-parser":558}],490:[function(t,e,r){"use strict";function n(t,e){var r=new Error(t);return r.code=e,r}function i(t){try{return decodeURIComponent(escape(t))}catch(e){return t}}function a(t,e,r){this.input=t.subarray(e,r),this.start=e;var i=String.fromCharCode.apply(null,this.input.subarray(0,4));if("II*\0"!==i&&"MM\0*"!==i)throw n("invalid TIFF 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0}},a.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return r=this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return r=this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return r=this.read_uint32(e);case 9:return 0|(r=this.read_uint32(e));case 5:case 10:case 11:case 12:case 7:default:return null}},a.prototype.scan_ifd=function(t,e,r){var a=this.read_uint16(e);e+=2;for(var o=0;o<a;o++){var s=this.read_uint16(e),l=this.read_uint16(e+2),c=this.read_uint32(e+4),u=this.exif_format_length(l),f=c*u,h=f<=4?e+8:this.read_uint32(e+8),p=!1;if(h+f>this.input.length)throw n("unexpected EOF","EBADDATA");for(var d=[],m=h,g=0;g<c;g++,m+=u){var v=this.exif_format_read(l,m);if(null===v){d=null;break}d.push(v)}if(Array.isArray(d)&&2===l&&(d=i(String.fromCharCode.apply(null,d)))&&"\0"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===r({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:c,entry_offset:e+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);e+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(e)})},e.exports.ExifParser=a,e.exports.get_orientation=function(t){var e=0;try{return new a(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},{}],491:[function(t,e,r){"use strict";var n=t("./common").readUInt16BE,i=t("./common").readUInt32BE;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return t.length<r+e||r<8?null:{boxtype:String.fromCharCode.apply(null,t.slice(e+4,e+8)),data:t.slice(e+8,e+r),end:e+r}}function o(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;switch(n.boxtype){case"ispe":e.sizes.push({width:i(n.data,4),height:i(n.data,8)});break;case"irot":e.transforms.push({type:"irot",value:3&n.data[0]});break;case"imir":e.transforms.push({type:"imir",value:1&n.data[0]})}r=n.end}}function s(t,e,r){for(var n=0,i=0;i<r;i++)n=256*n+(t[e+i]||0);return n}function l(t,e){for(var r=t[4]>>4&15,i=15&t[4],a=t[5]>>4&15,o=n(t,6),l=8,c=0;c<o;c++){var u=n(t,l),f=n(t,l+=2),h=s(t,l+=2,a),p=n(t,l+=a);if(l+=2,0===f&&1===p){var d=s(t,l,r),m=s(t,l+r,i);e.item_loc[u]={length:m,offset:d+h}}l+=p*(r+i)}}function c(t,e){for(var r=n(t,4),i=6,o=0;o<r;o++){var s=a(t,i);if(!s)break;if("infe"===s.boxtype){for(var l=n(s.data,4),c="",u=8;u<s.data.length&&s.data[u];u++)c+=String.fromCharCode(s.data[u]);e.item_inf[c]=l}i=s.end}}function u(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;"ipco"===n.boxtype&&o(n.data,e),r=n.end}}e.exports.unbox=a,e.exports.readSizeFromMeta=function(t){var e={sizes:[],transforms:[],item_inf:{},item_loc:{}};if(function(t,e){for(var r=4;;){var n=a(t,r);if(!n)break;"iprp"===n.boxtype&&u(n.data,e),"iloc"===n.boxtype&&l(n.data,e),"iinf"===n.boxtype&&c(n.data,e),r=n.end}}(t,e),e.sizes.length){var r,n,i,o=(r=e.sizes,n=r.reduce((function(t,e){return t.width>e.width||t.width===e.width&&t.height>e.height?t:e})),i=r.reduce((function(t,e){return t.height>e.height||t.height===e.height&&t.width>e.width?t:e})),n.width>i.height||n.width===i.height&&n.height>i.width?n:i),s=1;e.transforms.forEach((function(t){var e={1:6,2:5,3:8,4:7,5:4,6:3,7:2,8:1},r={1:4,2:3,3:2,4:1,5:6,6:5,7:8,8:7};if("imir"===t.type&&(s=0===t.value?r[s]:e[s=e[s=r[s]]]),"irot"===t.type)for(var n=0;n<t.value;n++)s=e[s]}));var f=null;return e.item_inf.Exif&&(f=e.item_loc[e.item_inf.Exif]),{width:o.width,height:o.height,orientation:e.transforms.length?s:null,variants:e.sizes,exif_location:f}}},e.exports.getMimeType=function(t){var e=String.fromCharCode.apply(null,t.slice(0,4)),r={};r[e]=!0;for(var n=8;n<t.length;n+=4)r[String.fromCharCode.apply(null,t.slice(n,n+4))]=!0;if(r.mif1||r.msf1||r.miaf)return"avif"===e||"avis"===e||"avio"===e?{type:"avif",mime:"image/avif"}:"heic"===e||"heix"===e?{type:"heic",mime:"image/heic"}:"hevc"===e||"hevx"===e?{type:"heic",mime:"image/heic-sequence"}:r.avif||r.avis?{type:"avif",mime:"image/avif"}:r.heic||r.heix||r.hevc||r.hevx||r.heis?r.msf1?{type:"heif",mime:"image/heif-sequence"}:{type:"heif",mime:"image/heif"}:{type:"avif",mime:"image/avif"}}},{"./common":489}],492:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt32BE,o=t("../miaf_utils"),s=t("../exif_utils"),l=n("ftyp");e.exports=function(t){if(i(t,4,l)){var e=o.unbox(t,0);if(e){var r=o.getMimeType(e.data);if(r){for(var n,c=e.end;;){var u=o.unbox(t,c);if(!u)break;if(c=u.end,"mdat"===u.boxtype)return;if("meta"===u.boxtype){n=u.data;break}}if(n){var f=o.readSizeFromMeta(n);if(f){var h={width:f.width,height:f.height,type:r.type,mime:r.mime,wUnits:"px",hUnits:"px"};if(f.variants.length>1&&(h.variants=f.variants),f.orientation&&(h.orientation=f.orientation),f.exif_location&&f.exif_location.offset+f.exif_location.length<=t.length){var p=a(t,f.exif_location.offset),d=t.slice(f.exif_location.offset+p+4,f.exif_location.offset+f.exif_location.length),m=s.get_orientation(d);m>0&&(h.orientation=m)}return h}}}}}}},{"../common":489,"../exif_utils":490,"../miaf_utils":491}],493:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt16LE,o=n("BM");e.exports=function(t){if(!(t.length<26)&&i(t,0,o))return{width:a(t,18),height:a(t,22),type:"bmp",mime:"image/bmp",wUnits:"px",hUnits:"px"}}},{"../common":489}],494:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt16LE,o=n("GIF87a"),s=n("GIF89a");e.exports=function(t){if(!(t.length<10)&&(i(t,0,o)||i(t,0,s)))return{width:a(t,6),height:a(t,8),type:"gif",mime:"image/gif",wUnits:"px",hUnits:"px"}}},{"../common":489}],495:[function(t,e,r){"use strict";var n=t("../common").readUInt16LE;e.exports=function(t){var e=n(t,0),r=n(t,2),i=n(t,4);if(0===e&&1===r&&i){for(var a=[],o={width:0,height:0},s=0;s<i;s++){var l=t[6+16*s]||256,c=t[6+16*s+1]||256,u={width:l,height:c};a.push(u),(l>o.width||c>o.height)&&(o=u)}return{width:o.width,height:o.height,variants:a,type:"ico",mime:"image/x-icon",wUnits:"px",hUnits:"px"}}}},{"../common":489}],496:[function(t,e,r){"use strict";var n=t("../common").readUInt16BE,i=t("../common").str2arr,a=t("../common").sliceEq,o=t("../exif_utils"),s=i("Exif\0\0");e.exports=function(t){if(!(t.length<2)&&255===t[0]&&216===t[1])for(var e=2;;){if(t.length-e<2)return;if(255!==t[e++])return;for(var r,i,l=t[e++];255===l;)l=t[e++];if(208<=l&&l<=217||1===l)r=0;else{if(!(192<=l&&l<=254))return;if(t.length-e<2)return;r=n(t,e)-2,e+=2}if(217===l||218===l)return;if(225===l&&r>=10&&a(t,e,s)&&(i=o.get_orientation(t.slice(e+6,e+r))),r>=5&&192<=l&&l<=207&&196!==l&&200!==l&&204!==l){if(t.length-e<r)return;var c={width:n(t,e+3),height:n(t,e+1),type:"jpg",mime:"image/jpeg",wUnits:"px",hUnits:"px"};return i>0&&(c.orientation=i),c}e+=r}}},{"../common":489,"../exif_utils":490}],497:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt32BE,o=n("\x89PNG\r\n\x1a\n"),s=n("IHDR");e.exports=function(t){if(!(t.length<24)&&i(t,0,o)&&i(t,12,s))return{width:a(t,16),height:a(t,20),type:"png",mime:"image/png",wUnits:"px",hUnits:"px"}}},{"../common":489}],498:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt32BE,o=n("8BPS\0\x01");e.exports=function(t){if(!(t.length<22)&&i(t,0,o))return{width:a(t,18),height:a(t,14),type:"psd",mime:"image/vnd.adobe.photoshop",wUnits:"px",hUnits:"px"}}},{"../common":489}],499:[function(t,e,r){"use strict";function n(t){return"number"==typeof t&&isFinite(t)&&t>0}var i=/<[-_.:a-zA-Z0-9][^>]*>/,a=/^<([-_.:a-zA-Z0-9]+:)?svg\s/,o=/[^-]\bwidth="([^%]+?)"|[^-]\bwidth='([^%]+?)'/,s=/\bheight="([^%]+?)"|\bheight='([^%]+?)'/,l=/\bview[bB]ox="(.+?)"|\bview[bB]ox='(.+?)'/,c=/in$|mm$|cm$|pt$|pc$|px$|em$|ex$/;function u(t){return c.test(t)?t.match(c)[0]:"px"}e.exports=function(t){if(function(t){var e,r=0,n=t.length;for(239===t[0]&&187===t[1]&&191===t[2]&&(r=3);r<n&&(32===(e=t[r])||9===e||13===e||10===e);)r++;return r!==n&&60===t[r]}(t)){for(var e="",r=0;r<t.length;r++)e+=String.fromCharCode(t[r]);var c=(e.match(i)||[""])[0];if(a.test(c)){var f=function(t){var e=t.match(o),r=t.match(s),n=t.match(l);return{width:e&&(e[1]||e[2]),height:r&&(r[1]||r[2]),viewbox:n&&(n[1]||n[2])}}(c),h=parseFloat(f.width),p=parseFloat(f.height);if(f.width&&f.height){if(!n(h)||!n(p))return;return{width:h,height:p,type:"svg",mime:"image/svg+xml",wUnits:u(f.width),hUnits:u(f.height)}}var d=(f.viewbox||"").split(" 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e=77===t[0],r=h(t,4,e)-8;if(!(r<0)){var n=r+8;if(!(t.length-n<2)){var a=12*f(t,n+0,e);if(!(a<=0||(n+=2,t.length-n<a))){var o,s,l,d;for(o=0;o<a;o+=12)256===(d=f(t,n+o,e))?s=p(t,n+o,e):257===d&&(l=p(t,n+o,e));return s&&l?{width:s,height:l,type:"tiff",mime:"image/tiff",wUnits:"px",hUnits:"px"}:void 0}}}}}},{"../common":489}],501:[function(t,e,r){"use strict";var n=t("../common").str2arr,i=t("../common").sliceEq,a=t("../common").readUInt16LE,o=t("../common").readUInt32LE,s=t("../exif_utils"),l=n("RIFF"),c=n("WEBP");function u(t,e){if(157===t[e+3]&&1===t[e+4]&&42===t[e+5])return{width:16383&a(t,e+6),height:16383&a(t,e+8),type:"webp",mime:"image/webp",wUnits:"px",hUnits:"px"}}function f(t,e){if(47===t[e]){var r=o(t,e+1);return{width:1+(16383&r),height:1+(r>>14&16383),type:"webp",mime:"image/webp",wUnits:"px",hUnits:"px"}}}function h(t,e){return{width:1+(t[e+6]<<16|t[e+5]<<8|t[e+4]),height:1+(t[e+9]<<e|t[e+8]<<8|t[e+7]),type:"webp",mime:"image/webp",wUnits:"px",hUnits:"px"}}e.exports=function(t){if(!(t.length<16)&&(i(t,0,l)||i(t,8,c))){var e=12,r=null,n=0,a=o(t,4)+8;if(!(a>t.length)){for(;e+8<a;)if(0!==t[e]){var p=String.fromCharCode.apply(null,t.slice(e,e+4)),d=o(t,e+4);"VP8 "===p&&d>=10?r=r||u(t,e+8):"VP8L"===p&&d>=9?r=r||f(t,e+8):"VP8X"===p&&d>=10?r=r||h(t,e+8):"EXIF"===p&&(n=s.get_orientation(t.slice(e+8,e+8+d)),e=1/0),e+=8+d}else e++;if(r)return n>0&&(r.orientation=n),r}}}},{"../common":489,"../exif_utils":490}],502:[function(t,e,r){"use 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fragColor;\n\t\t\tgl_FragColor.a *= opacity;\n\t\t}\n\t\t",uniforms:{range:t.prop("range"),lineWidth:t.prop("lineWidth"),capSize:t.prop("capSize"),opacity:t.prop("opacity"),scale:t.prop("scale"),translate:t.prop("translate"),scaleFract:t.prop("scaleFract"),translateFract:t.prop("translateFract"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{color:{buffer:d,offset:function(t,e){return 4*e.offset},divisor:1},position:{buffer:c,offset:function(t,e){return 8*e.offset},divisor:1},positionFract:{buffer:p,offset:function(t,e){return 8*e.offset},divisor:1},error:{buffer:m,offset:function(t,e){return 16*e.offset},divisor:1},direction:{buffer:g,stride:24,offset:0},lineOffset:{buffer:g,stride:24,offset:8},capOffset:{buffer:g,stride:24,offset:16}},primitive:"triangles",blend:{enable:!0,color:[0,0,0,0],equation:{rgb:"add",alpha:"add"},func:{srcRGB:"src alpha",dstRGB:"one minus src alpha",srcAlpha:"one minus dst 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n=t("color-normalize"),i=t("array-bounds"),a=t("object-assign"),o=t("glslify"),s=t("pick-by-alias"),l=t("flatten-vertex-data"),c=t("earcut"),u=t("array-normalize"),f=t("to-float32"),h=f.float32,p=f.fract32,d=t("es6-weak-map"),m=t("parse-rect"),g=t("array-find-index");function v(t,e){if(!(this instanceof v))return new v(t,e);if("function"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension("ANGLE_instanced_arrays"))throw Error("regl-error2d: `ANGLE_instanced_arrays` extension should be enabled");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:"static",type:"float",data:[0,1,0,0,1,1,1,0]}),n={primitive:"triangle 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enableStartMiter, enableEndMiter;\n\nconst float REVERSE_THRESHOLD = -.875;\nconst float MIN_DIFF = 1e-6;\n\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\n// TODO: precalculate dot products, normalize things beforehead etc.\n// TODO: refactor to rectangular algorithm\n\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\n\tvec2 diff = b - a;\n\tvec2 perp = normalize(vec2(-diff.y, diff.x));\n\treturn dot(p - a, perp);\n}\n\nbool isNaN( float val ){\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\n}\n\nvoid main() {\n\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\n\n  vec2 adjustedScale;\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\n\n  vec2 scaleRatio = adjustedScale * viewport.zw;\n\tvec2 normalWidth = thickness / scaleRatio;\n\n\tfloat lineStart = 1. - lineEnd;\n\tfloat lineBot = 1. - lineTop;\n\n\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\n\n\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\n\n\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\n\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\n\n\tvec2 prevDiff = aCoord - prevCoord;\n\tvec2 currDiff = bCoord - aCoord;\n\tvec2 nextDiff = nextCoord - bCoord;\n\n\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\n\tvec2 currTangent = normalize(currDiff * scaleRatio);\n\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\n\n\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\n\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\n\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\n\n\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\n\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\n\n\t// collapsed/unidirectional segment cases\n\t// FIXME: there should be more elegant solution\n\tvec2 prevTanDiff = abs(prevTangent - currTangent);\n\tvec2 nextTanDiff = abs(nextTangent - currTangent);\n\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\n\t\tstartJoinDirection = currNormal;\n\t}\n\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\n\t\tendJoinDirection = currNormal;\n\t}\n\tif (aCoord == bCoord) {\n\t\tendJoinDirection = startJoinDirection;\n\t\tcurrNormal = prevNormal;\n\t\tcurrTangent = prevTangent;\n\t}\n\n\ttangent = currTangent;\n\n\t//calculate join shifts relative to normals\n\tfloat startJoinShift = dot(currNormal, startJoinDirection);\n\tfloat endJoinShift = dot(currNormal, endJoinDirection);\n\n\tfloat startMiterRatio = abs(1. / startJoinShift);\n\tfloat endMiterRatio = abs(1. / endJoinShift);\n\n\tvec2 startJoin = startJoinDirection * startMiterRatio;\n\tvec2 endJoin = endJoinDirection * endMiterRatio;\n\n\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\n\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\n\tstartBotJoin = -startTopJoin;\n\n\tendTopJoin = sign(endJoinShift) * endJoin * .5;\n\tendBotJoin = -endTopJoin;\n\n\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\n\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\n\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\n\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\n\n\t//miter anti-clipping\n\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\n\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\n\n\t//prevent close to reverse direction switch\n\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\n\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\n\n\tif (prevReverse) {\n\t\t//make join rectangular\n\t\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\n\t\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\n\t\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\n\t\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\n\t}\n\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\n\t\t//handle miter clipping\n\t\tbTopCoord -= normalWidth * endTopJoin;\n\t\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\n\t}\n\n\tif (nextReverse) {\n\t\t//make join rectangular\n\t\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\n\t\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\n\t\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\n\t\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\n\t}\n\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\n\t\t//handle miter clipping\n\t\taBotCoord -= normalWidth * startBotJoin;\n\t\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\n\t}\n\n\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\n\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\n\n\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\n\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\n\n\t//position is normalized 0..1 coord on the screen\n\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\n\n\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\n\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\n\n\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\n\n\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\n\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\n\n\t//bevel miter cutoffs\n\tif (miterMode == 1.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\n\t\t\tstartCutoff = vec4(aCoord, aCoord);\n\t\t\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\n\t\t\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tstartCutoff += viewport.xyxy;\n\t\t\tstartCutoff += startMiterWidth.xyxy;\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\n\t\t\tendCutoff = vec4(bCoord, bCoord);\n\t\t\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\n\t\t\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tendCutoff += viewport.xyxy;\n\t\t\tendCutoff += endMiterWidth.xyxy;\n\t\t}\n\t}\n\n\t//round miter cutoffs\n\telse if (miterMode == 2.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\n\t\t\tstartCutoff = vec4(aCoord, aCoord);\n\t\t\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\n\t\t\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tstartCutoff += viewport.xyxy;\n\t\t\tstartCutoff += startMiterWidth.xyxy;\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\n\t\t\tendCutoff = vec4(bCoord, bCoord);\n\t\t\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\n\t\t\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\n\t\t\tendCutoff += viewport.xyxy;\n\t\t\tendCutoff += endMiterWidth.xyxy;\n\t\t}\n\t}\n}\n"]),frag:o(["precision highp float;\n#define GLSLIFY 1\n\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\nuniform sampler2D dashTexture;\n\nvarying vec4 fragColor;\nvarying vec2 tangent;\nvarying vec4 startCutoff, endCutoff;\nvarying vec2 startCoord, endCoord;\nvarying float enableStartMiter, enableEndMiter;\n\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\n\tvec2 diff = b - a;\n\tvec2 perp = normalize(vec2(-diff.y, diff.x));\n\treturn dot(p - a, perp);\n}\n\nvoid main() {\n\tfloat alpha = 1., distToStart, distToEnd;\n\tfloat cutoff = thickness * .5;\n\n\t//bevel miter\n\tif (miterMode == 1.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\n\t\t\tif (distToStart < -1.) {\n\t\t\t\tdiscard;\n\t\t\t\treturn;\n\t\t\t}\n\t\t\talpha *= min(max(distToStart + 1., 0.), 1.);\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\n\t\t\tif (distToEnd < -1.) {\n\t\t\t\tdiscard;\n\t\t\t\treturn;\n\t\t\t}\n\t\t\talpha *= min(max(distToEnd + 1., 0.), 1.);\n\t\t}\n\t}\n\n\t// round miter\n\telse if (miterMode == 2.) {\n\t\tif (enableStartMiter == 1.) {\n\t\t\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\n\t\t\tif (distToStart < 0.) {\n\t\t\t\tfloat radius = length(gl_FragCoord.xy - startCoord);\n\n\t\t\t\tif(radius > cutoff + .5) {\n\t\t\t\t\tdiscard;\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\n\t\t\t}\n\t\t}\n\n\t\tif (enableEndMiter == 1.) {\n\t\t\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\n\t\t\tif (distToEnd < 0.) {\n\t\t\t\tfloat radius = length(gl_FragCoord.xy - endCoord);\n\n\t\t\t\tif(radius > cutoff + .5) {\n\t\t\t\t\tdiscard;\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\n\t\t\t}\n\t\t}\n\t}\n\n\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\n\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\n\n\tgl_FragColor = fragColor;\n\tgl_FragColor.a *= alpha * opacity * dash;\n}\n"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop("colorBuffer"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop("colorBuffer"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop("positionBuffer"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:"triangle",elements:function(t,e){return e.triangles},offset:0,vert:o(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec2 position, positionFract;\n\nuniform vec4 color;\nuniform vec2 scale, scaleFract, translate, translateFract;\nuniform float pixelRatio, id;\nuniform vec4 viewport;\nuniform float opacity;\n\nvarying vec4 fragColor;\n\nconst float MAX_LINES = 256.;\n\nvoid main() {\n\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\n\n\tvec2 position = position * scale + translate\n       + positionFract * scale + translateFract\n       + position * scaleFract\n       + positionFract * scaleFract;\n\n\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\n\n\tfragColor = color / 255.;\n\tfragColor.a *= opacity;\n}\n"]),frag:o(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor;\n\nvoid main() {\n\tgl_FragColor = fragColor;\n}\n"]),uniforms:{scale:t.prop("scale"),color:t.prop("fill"),scaleFract:t.prop("scaleFract"),translateFract:t.prop("translateFract"),translate:t.prop("translate"),opacity:t.prop("opacity"),pixelRatio:t.context("pixelRatio"),id:t.prop("id"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop("positionBuffer"),stride:8,offset:8},positionFract:{buffer:t.prop("positionFractBuffer"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},v.defaults={dashes:null,join:"miter",miterLimit:1,thickness:10,cap:"square",color:"black",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);"number"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold||"rect"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?"number"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if("number"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:"positions points data coords",thickness:"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth",join:"lineJoin linejoin join type mode",miterLimit:"miterlimit miterLimit",dashes:"dash dashes dasharray dash-array dashArray",color:"color colour stroke colors colours stroke-color strokeColor",fill:"fill fill-color fillColor",opacity:"alpha opacity",overlay:"overlay crease overlap intersect",close:"closed close closed-path closePath",range:"range dataBox",viewport:"viewport viewBox",hole:"holes hole hollow",splitNull:"splitNull"}),d||(e.passes[f]=d={id:f,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:"linear",min:"linear"}),colorBuffer:r.buffer({usage:"dynamic",type:"uint8",data:new Uint8Array}),positionBuffer:r.buffer({usage:"dynamic",type:"float",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:"dynamic",type:"float",data:new Uint8Array})},t=a({},v.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<v.maxLines&&(d.depth=2*(v.maxLines-1-f%v.maxLines)/v.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,"uint8"):null),null!=t.viewport&&(d.viewport=m(t.viewport)),d.viewport||(d.viewport=m([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var y,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),y=new Float64Array(2*x);for(var w=0;w<x;w++)y[2*w]=b[w],y[2*w+1]=_[w]}else y=l(t.positions,"float64"),x=d.count=Math.floor(y.length/2);var T=d.bounds=i(y,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=y[2*S],P=y[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=y[2*M],P=y[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var I=Object.keys(A).map(Number).sort((function(t,e){return t-e})),O=[],z=0,D=null!=d.hole?d.hole[0]:null;if(null!=D){var R=g(I,(function(t){return t>=D}));(I=I.slice(0,R)).push(D)}for(var F=function(t){var e=k.slice(2*z,2*I[t]).concat(D?k.slice(2*D):[]),r=(d.hole||[]).map((function(e){return e-D+(I[t]-z)})),n=c(e,r);n=n.map((function(e){return e+z+(e+z<I[t]?0:D-I[t])})),O.push.apply(O,n),z=I[t]+1},B=0;B<I.length;B++)F(B);for(var N=0,j=O.length;N<j;N++)null!=A[O[N]]&&(O[N]=A[O[N]]);d.triangles=O}else{for(var U=c(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(y);u(q,2,T);var G=new Float64Array(2*x+6);d.close?y[0]===y[2*x-2]&&y[1]===y[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?y[0]===y[2*x-2]&&y[1]===y[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Y=h(G);d.positionBuffer(Y);var W=p(G,Y);d.positionFractBuffer(W)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var X=d.bounds,Z=X[2]-X[0],J=X[3]-X[1],K=d.range[2]-d.range[0],Q=d.range[3]-d.range[1];d.scale=[Z/K,J/Q],d.translate=[-d.range[0]/K+X[0]/K||0,-d.range[1]/Q+X[1]/Q||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var $,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,$=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];$=new Uint8Array(tt*v.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*v.dashMult*.5;ot<st;++ot)$[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:$,width:$.length,height:1,mag:"linear",min:"linear"},0,0)}if(t.color){var lt=d.count,ct=t.color;ct||(ct="transparent");var ut=new Uint8Array(4*lt+4);if(Array.isArray(ct)&&"number"!=typeof ct[0]){for(var ft=0;ft<lt;ft++){var ht=n(ct[ft],"uint8");ut.set(ht,4*ft)}ut.set(n(ct[0],"uint8"),4*lt)}else for(var pt=n(ct,"uint8"),dt=0;dt<lt+1;dt++)ut.set(pt,4*dt);d.colorBuffer({usage:"dynamic",type:"uint8",data:ut})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var y=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&y.push(this.passes[x]);return this.passes=y,this}},v.prototype.destroy=function(){return 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function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if("undefined"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t["@@iterator"])return Array.from(t)}(t)||a(t)||function(){throw new TypeError("Invalid attempt to spread non-iterable instance.\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.")}()}function a(t,e){if(t){if("string"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return"Object"===r&&t.constructor&&(r=t.constructor.name),"Map"===r||"Set"===r?Array.from(t):"Arguments"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t("color-normalize"),l=t("array-bounds"),c=t("color-id"),u=t("@plotly/point-cluster"),f=t("object-assign"),h=t("glslify"),p=t("pick-by-alias"),d=t("update-diff"),m=t("flatten-vertex-data"),g=t("is-iexplorer"),v=t("to-float32"),y=t("parse-rect"),x=b;function 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e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:"src alpha",dstRGB:"one minus src alpha",srcAlpha:"one minus dst alpha",dstAlpha:"one"}},scissor:{enable:!0,box:t.prop("viewport")},viewport:t.prop("viewport"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop("elements"),count:t.prop("count"),offset:t.prop("offset"),primitive:"points"},s=f({},o);s.frag=h(["precision highp float;\n#define GLSLIFY 1\n\nuniform float opacity;\nuniform sampler2D markerTexture;\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\n\nfloat smoothStep(float x, float y) {\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\n}\n\nvoid main() {\n  float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\n\n  // max-distance alpha\n  if (dist < 0.003) discard;\n\n  // null-border case\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\n  }\n  else {\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\n\n    vec4 color = fragBorderColor;\n    color.a *= borderColorAmt;\n    color = mix(color, fragColor, colorAmt);\n    color.a *= opacity;\n\n    gl_FragColor = color;\n  }\n\n}\n"]),s.vert=h(["precision highp float;\n#define GLSLIFY 1\n\nattribute float x, y, xFract, yFract;\nattribute float size, borderSize;\nattribute vec4 colorId, borderColorId;\nattribute float isActive;\n\nuniform bool constPointSize;\nuniform float pixelRatio;\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\nuniform sampler2D paletteTexture;\n\nconst float maxSize = 100.;\nconst float borderLevel = .5;\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\n\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\n\nbool isDirect = (paletteSize.x < 1.);\n\nvec4 getColor(vec4 id) {\n  return isDirect ? id / 255. : texture2D(paletteTexture,\n    vec2(\n      (id.x + .5) / paletteSize.x,\n      (id.y + .5) / paletteSize.y\n    )\n  );\n}\n\nvoid main() {\n  // ignore inactive points\n  if (isActive == 0.) return;\n\n  vec2 position = vec2(x, y);\n  vec2 positionFract = vec2(xFract, yFract);\n\n  vec4 color = getColor(colorId);\n  vec4 borderColor = getColor(borderColorId);\n\n  float size = size * maxSize / 255.;\n  float borderSize = borderSize * maxSize / 255.;\n\n  gl_PointSize = 2. * size * pointSizeScale;\n  fragPointSize = size * pixelRatio;\n\n  vec2 pos = (position + translate) * scale\n      + (positionFract + translateFract) * scale\n      + (position + translate) * scaleFract\n      + (positionFract + translateFract) * scaleFract;\n\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\n\n  fragColor = color;\n  fragBorderColor = borderColor;\n  fragWidth = 1. / gl_PointSize;\n\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\n}"]),this.drawMarker=t(s);var l=f({},o);l.frag=h(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragBorderRadius, fragWidth;\n\nuniform float opacity;\n\nfloat smoothStep(float edge0, float edge1, float x) {\n\tfloat t;\n\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\n\treturn t * t * (3.0 - 2.0 * t);\n}\n\nvoid main() {\n\tfloat radius, alpha = 1.0, delta = fragWidth;\n\n\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\n\n\tif (radius > 1.0 + delta) {\n\t\tdiscard;\n\t}\n\n\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\n\n\tfloat borderRadius = fragBorderRadius;\n\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\n\tvec4 color = mix(fragColor, fragBorderColor, ratio);\n\tcolor.a *= alpha * opacity;\n\tgl_FragColor = color;\n}\n"]),l.vert=h(["precision highp float;\n#define GLSLIFY 1\n\nattribute float x, y, xFract, yFract;\nattribute float size, borderSize;\nattribute vec4 colorId, borderColorId;\nattribute float isActive;\n\nuniform bool constPointSize;\nuniform float pixelRatio;\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\nuniform sampler2D paletteTexture;\n\nconst float maxSize = 100.;\n\nvarying vec4 fragColor, fragBorderColor;\nvarying float fragBorderRadius, fragWidth;\n\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\n\nbool isDirect = (paletteSize.x < 1.);\n\nvec4 getColor(vec4 id) {\n  return isDirect ? id / 255. : texture2D(paletteTexture,\n    vec2(\n      (id.x + .5) / paletteSize.x,\n      (id.y + .5) / paletteSize.y\n    )\n  );\n}\n\nvoid main() {\n  // ignore inactive points\n  if (isActive == 0.) return;\n\n  vec2 position = vec2(x, y);\n  vec2 positionFract = vec2(xFract, yFract);\n\n  vec4 color = getColor(colorId);\n  vec4 borderColor = getColor(borderColorId);\n\n  float size = size * maxSize / 255.;\n  float borderSize = borderSize * maxSize / 255.;\n\n  gl_PointSize = (size + borderSize) * pointSizeScale;\n\n  vec2 pos = (position + translate) * scale\n      + (positionFract + translateFract) * scale\n      + (position + translate) * scaleFract\n      + (positionFract + translateFract) * scaleFract;\n\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\n\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\n  fragColor = color;\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\n  fragWidth = 1. / gl_PointSize;\n}\n"]),g&&(l.frag=l.frag.replace("smoothstep","smoothStep"),s.frag=s.frag.replace("smoothstep","smoothStep")),this.drawCircle=t(l)}b.defaults={color:"black",borderColor:"transparent",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if("number"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),m=0;m<r.length;m++){var g=r[m];d[g]=p?p[g]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:"function"==typeof e?e={ondraw:e}:"number"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:"positions data points",snap:"snap cluster lod tree",size:"sizes size radius",borderSize:"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline",color:"colors color fill fill-color fillColor",borderColor:"borderColors borderColor stroke stroke-color strokeColor",marker:"markers marker shape",range:"range dataBox databox",viewport:"viewport viewPort viewBox viewbox",opacity:"opacity alpha transparency",bounds:"bound bounds boundaries limits",tooManyColors:"tooManyColors palette paletteMode optimizePalette enablePalette"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:"stream",type:"uint8"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"uint8"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"uint8"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"float"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:"dynamic",type:"float"})},e=f({},b.defaults,e)),e.positions&&!("marker"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!("positions"in e)&&(e.positions=n.positions,delete n.positions);var g=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),g+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),g+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return"range"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=m(t,"float64");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:"points",usage:"static",data:e.tree,type:"uint32"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=v.float32(t);return i({data:p,usage:"dynamic"}),a({data:v.fract32(t,p),usage:"dynamic"}),s({data:new Uint8Array(c),type:"uint8",usage:"stream"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&"number"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var f={data:a[u],type:"uint8",usage:"static"};i[u]?i[u](f):i[u]=o.buffer(f),i[u].data=a[u]}}else{i[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),g){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);A({data:M,usage:"dynamic"})}if(x){var E,L=n,C=L.count,P=L.color,I=L.borderColor,O=L.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*C);for(var z=0;z<C;z++){var D=P[z];E[8*z]=h[4*D],E[8*z+1]=h[4*D+1],E[8*z+2]=h[4*D+2],E[8*z+3]=h[4*D+3];var R=I[z];E[8*z+4]=h[4*R],E[8*z+5]=h[4*R+1],E[8*z+6]=h[4*R+2],E[8*z+7]=h[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}O({data:E||new Uint8Array(0),type:"uint8",usage:"dynamic"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:"linear",min:"linear"})),a},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if("number"==typeof t[0]){var a=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)a.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)a.push(t.subarray(l,l+4));t=a}for(var u=0;u<t.length;u++){var f=t[u];f=s(f,"uint8");var h=c(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[u]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t("object-assign");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{"@plotly/point-cluster":59,"array-bounds":72,"color-id":124,"color-normalize":126,"flatten-vertex-data":244,glslify:424,"is-iexplorer":434,"object-assign":466,"parse-rect":471,"pick-by-alias":475,"to-float32":573,"update-diff":594}],515:[function(t,e,r){"use strict";var n=t("regl-scatter2d"),i=t("pick-by-alias"),a=t("array-bounds"),o=t("raf"),s=t("array-range"),l=t("parse-rect"),c=t("flatten-vertex-data");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if("number"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:"data items columns rows values dimensions samples x",snap:"snap cluster",size:"sizes size radius",color:"colors color fill fill-color fillColor",opacity:"opacity alpha transparency opaque",borderSize:"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline",borderColor:"borderColors borderColor bordercolor stroke stroke-color strokeColor",marker:"markers marker shape",range:"range ranges databox dataBox",viewport:"viewport viewBox viewbox",domain:"domain domains area areas",padding:"pad padding paddings pads margin margins",transpose:"transpose transposed",diagonal:"diagonal diag showDiagonal",upper:"upper 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+"."+Math.floor(t/20)+"."+t%20},forYear:function(t){if((t=t.split(".")).length<3)throw"Invalid Mayan year";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw"Invalid Mayan year";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{"../main":617,"object-assign":466}],611:[function(t,e,r){var n=t("../main"),i=t("object-assign");function a(t){this.local=this.regionalOptions[t||""]||this.regionalOptions[""]}a.prototype=new 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9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,"d").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 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n.baseCalendar,i(a.prototype,{name:"UmmAlQura",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{"":{name:"Umm al-Qura",epochs:["BH","AH"],monthNames:["Al-Muharram","Safar","Rabi' al-awwal","Rabi' Al-Thani","Jumada Al-Awwal","Jumada Al-Thani","Rajab","Sha'aban","Ramadan","Shawwal","Dhu al-Qi'dah","Dhu al-Hijjah"],monthNamesShort:["Muh","Saf","Rab1","Rab2","Jum1","Jum2","Raj","Sha'","Ram","Shaw","DhuQ","DhuH"],dayNames:["Yawm al-Ahad","Yawm al-Ithnain","Yawm al-Thal\u0101th\u0101\u2019","Yawm al-Arba\u2018\u0101\u2019","Yawm al-Kham\u012bs","Yawm al-Jum\u2018a","Yawm al-Sabt"],dayNamesMin:["Ah","Ith","Th","Ar","Kh","Ju","Sa"],digits:null,dateFormat:"yyyy/mm/dd",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),"d"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\{0\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=t("object-assign");function i(){this.regionalOptions=[],this.regionalOptions[""]={invalidCalendar:"Calendar {0} not found",invalidDate:"Invalid {0} date",invalidMonth:"Invalid {0} month",invalidYear:"Invalid {0} year",differentCalendars:"Cannot mix {0} and {1} dates"},this.local=this.regionalOptions[""],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[""].invalidDate).replace(/\{0\}/,this._calendar.local.name)}function o(t,e){return"000000".substring(0,e-(t=""+t).length)+t}function s(){this.shortYearCutoff="+10"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[""]}n(i.prototype,{instance:function(t,e){t=(t||"gregorian").toLowerCase(),e=e||"";var r=this._localCals[t+"-"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+"-"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[""].invalidCalendar).replace(/\{0\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():"string"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+"").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n="",i=0;r>0;){var a=r%10;n=(0===a?"":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,"y")},month:function(t){return 0===arguments.length?this._month:this.set(t,"m")},day:function(t){return 0===arguments.length?this._day:this.set(t,"d")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[""].invalidDate).replace(/\{0\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[""].differentCalendars).replace(/\{0\}/,this._calendar.local.name).replace(/\{1\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?"-":"")+o(Math.abs(this.year()),4)+"-"+o(this.month(),2)+"-"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear);return(e.year()<0?"-":"")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[""].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[""].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[""].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[""].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[""].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,"d"===r||"w"===r){var n=t.toJD()+e*("w"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+("y"===r?e:0),o=t.monthOfYear()+("m"===r?e:0);i=t.day();"y"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):"m"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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i.local.unexpectedText||i.regionalOptions[""].unexpectedText;if(-1===h?h=this.today().year():h<100&&g&&(h+=-1===n?1900:this.today().year()-this.today().year()%100-(h<=n?0:100)),"string"==typeof p&&(p=s.call(this,h,p)),m>-1){p=1,d=m;for(var E=this.daysInMonth(h,p);d>E;E=this.daysInMonth(h,p))p++,d-=E}return f>-1?this.fromJD(f):this.newDate(h,p,d)},determineDate:function(t,e,r,n,i){r&&"object"!=typeof r&&(i=n,n=r,r=null),"string"!=typeof n&&(i=n,n="");var a=this;return e=e?e.newDate():null,t=null==t?e:"string"==typeof t?function(t){try{return a.parseDate(n,t,i)}catch(t){}for(var e=((t=t.toLowerCase()).match(/^c/)&&r?r.newDate():null)||a.today(),o=/([+-]?[0-9]+)\s*(d|w|m|y)?/g,s=o.exec(t);s;)e.add(parseInt(s[1],10),s[2]||"d"),s=o.exec(t);return e}(t):"number"==typeof t?isNaN(t)||t===1/0||t===-1/0?e:a.today().add(t,"d"):a.newDate(t)}})},{"./main":617,"object-assign":466}],619:[function(t,e,r){"use strict";var n,i=function(){return function(t,e,r,n,i,a){var o=t[0],s=r[0],l=[0],c=s;n|=0;var 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":r._dfltTitle.annotation),a("textangle"),n.coerceFont(a,"font",r.font),a("width"),a("align"),a("height")&&a("valign"),u){var f,h,p=a("arrowside");-1!==p.indexOf("end")&&(f=a("arrowhead"),h=a("arrowsize")),-1!==p.indexOf("start")&&(a("startarrowhead",f),a("startarrowsize",h)),a("arrowcolor",l?e.bordercolor:i.defaultLine),a("arrowwidth",2*(l&&c||1)),a("standoff"),a("startstandoff")}var d=a("hovertext"),m=r.hoverlabel||{};if(d){var g=a("hoverlabel.bgcolor",m.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a("hoverlabel.bordercolor",m.bordercolor||i.contrast(g));n.coerceFont(a,"hoverlabel.font",{family:m.font.family,size:m.font.size,color:m.font.color||v})}a("captureevents",!!d)}},{"../../lib":776,"../color":639}],626:[function(t,e,r){"use strict";var n=t("fast-isnumeric"),i=t("../../lib/to_log_range");e.exports=function(t,e,r,a){e=e||{};var o="log"===r&&"linear"===e.type,s="linear"===r&&"log"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c="annotations["+h+"].",l[f+"ref"]===e._id&&p(f),l["a"+f+"ref"]===e._id&&p("a"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{"../../lib/to_log_range":804,"fast-isnumeric":242}],627:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../plots/cartesian/axes"),a=t("../../plots/array_container_defaults"),o=t("./common_defaults"),s=t("./attributes");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a("visible"),c=a("clicktoshow");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=["x","y"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var m=f[d],g=i.coerceRef(t,e,p,m,"","paper");if("paper"!==g)i.getFromId(p,g)._annIndices.push(e._index);if(i.coercePosition(e,p,a,g,m,.5),u){var v="a"+m,y=i.coerceRef(t,e,p,v,"pixel",["pixel","paper"]);"pixel"!==y&&y!==g&&(y=e[v]="pixel");var x="pixel"===y?h[d]:.4;i.coercePosition(e,p,a,y,v,x)}a(m+"anchor"),a(m+"shift")}if(n.noneOrAll(t,e,["x","y"]),u&&n.noneOrAll(t,e,["ax","ay"]),c){var b=a("xclick"),_=a("yclick");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,p,e.yref)}}}e.exports=function(t,e){a(t,e,{name:"annotations",handleItemDefaults:l})}},{"../../lib":776,"../../plots/array_container_defaults":822,"../../plots/cartesian/axes":827,"./attributes":622,"./common_defaults":625}],628:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../registry"),a=t("../../plots/plots"),o=t("../../lib"),s=o.strTranslate,l=t("../../plots/cartesian/axes"),c=t("../color"),u=t("../drawing"),f=t("../fx"),h=t("../../lib/svg_text_utils"),p=t("../../lib/setcursor"),d=t("../dragelement"),m=t("../../plot_api/plot_template").arrayEditor,g=t("./draw_arrow_head");function v(t,e){var r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+"ref"],s=-1!==r.indexOf("y"),c="domain"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b="annotation-"+a,_=a+".annotations"):(b="annotation",_="annotations");var A=m(t.layout,_,e),M=A.modifyBase,S=A.modifyItem,E=A.getUpdateObj;w._infolayer.selectAll("."+b+'[data-index="'+r+'"]').remove();var L="clip"+w._uid+"_ann"+r;if(e._input&&!1!==e.visible){var C={x:{},y:{}},P=+e.textangle||0,I=w._infolayer.append("g").classed(b,!0).attr("data-index",String(r)).style("opacity",e.opacity),O=I.append("g").classed("annotation-text-g",!0),z=k[e.showarrow?"annotationTail":"annotationPosition"],D=e.captureevents||k.annotationText||z,R=O.append("g").style("pointer-events",D?"all":null).call(p,"pointer").on("click",(function(){t._dragging=!1,t.emit("plotly_clickannotation",Y(n.event))}));e.hovertext&&R.on("mouseover",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on("mouseout",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append("rect").attr("class","bg").style("stroke-width",F+"px").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll("#"+L).data(U?[0]:[]);V.enter().append("clipPath").classed("annclip",!0).attr("id",L).append("rect"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append("text").classed("annotation-text",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on("edit",(function(r){e.text=r,this.call(W),S("text",r),v&&v.autorange&&M(v._name+".autorange",!0),x&&x.autorange&&M(x._name+".autorange",!0),i.call("_guiRelayout",t,E())})):G.call(W)}else n.selectAll("#"+L).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,H).attr({"text-anchor":{left:"start",right:"end"}[e.align]||"middle"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll("a");1===r.size()&&r.text()===G.text()&&R.insert("a",":first-child").attr({"xlink:xlink:href":r.attr("xlink:href"),"xlink:xlink:show":r.attr("xlink:show")}).style({cursor:"pointer"}).node().appendChild(j.node());var n=R.select(".annotation-text-math-group"),f=!n.empty(),m=u.bBox((f?n:G).node()),b=m.width,_=m.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),H=Math.round(D+2*N);function q(t,e){return"auto"===e&&(e=t<1/3?"left":t>2/3?"right":"center"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=["x","y"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+"ref"]||et,nt=e["a"+et+"ref"],it={x:v,y:x}[et],at=(P+("x"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+"anchor"],ut=e[et+"shift"]*("x"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&"domain"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e["a"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt="domain"===ht;"x"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var mt=e["a"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);"domain"===gt?("y"===et&&(mt=1-mt),ft.tail=it._offset+it._length*mt):"paper"===gt?"y"===et?(mt=1-mt,ft.tail=T.t+T.h*mt):ft.tail=T.l+T.w*mt:ft.tail=it._offset+it.r2p(mt),K=tt}else ft.tail=J+mt,K=tt+mt;ft.text=ft.tail+tt;var vt=w["x"===et?"width":"height"];if("paper"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),"pixel"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*q($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e["_"+et+"padplus"]=lt/2+K,e["_"+et+"padminus"]=lt/2-K,e["_"+et+"size"]=lt,e["_"+et+"shift"]=tt}if(W)R.remove();else{var bt=0,_t=0;if("left"!==e.align&&(bt=(A-b)*("center"===e.align?.5:1)),"top"!==e.valign&&(_t=(D-_)*("middle"===e.valign?.5:1)),f)n.select("svg").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?L:null,t);else{var wt=N+_t-m.top,Tt=N+bt-m.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?L:null,t)}V.select("rect").call(u.setRect,N,N,A,D),j.call(u.setRect,F/2,F/2,B-F,H-F),R.call(u.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),O.attr({transform:"rotate("+P+","+C.x.text+","+C.y.text+")"});var kt,At=function(r,n){I.selectAll(".annotation-arrow-g").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,m=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,m,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr("width"),z=+j.attr("height"),D=m-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=I.append("g").style({opacity:c.opacity(H)}).classed("annotation-arrow-g",!0),Y=G.append("path").attr("d","M"+h+","+p+"L"+l+","+f).style("stroke-width",V+"px").call(c.stroke,c.rgb(H));if(g(Y,q,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var J,K,Q=G.append("path").classed("annotation-arrow",!0).classed("anndrag",!0).classed("cursor-move",!0).attr({d:"M3,3H-3V-3H3ZM0,0L"+(h-W)+","+(p-X),transform:s(W,X)}).style("stroke-width",V+6+"px").call(c.stroke,"rgba(0,0,0,0)").call(c.fill,"rgba(0,0,0,0)");d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);J=t.x,K=t.y,v&&v.autorange&&M(v._name+".autorange",!0),x&&x.autorange&&M(x._name+".autorange",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S("x",y(v,t,"x",T,e)),S("y",y(x,r,"y",T,e)),e.axref===e.xref&&S("ax",y(v,t,"ax",T,e)),e.ayref===e.yref&&S("ay",y(x,r,"ay",T,e)),G.attr("transform",s(t,r)),O.attr({transform:"rotate("+P+","+i+","+a+")"})},doneFn:function(){i.call("_guiRelayout",t,E());var e=document.querySelector(".js-notes-box-panel");e&&e.redraw(e.selectedObj)}})}}};if(e.showarrow&&At(0,0),z)d.init({element:R.node(),gd:t,prepFn:function(){kt=O.attr("transform")},moveFn:function(t,r){var n="pointer";if(e.showarrow)e.axref===e.xref?S("ax",y(v,t,"ax",T,e)):S("ax",e.ax+t),e.ayref===e.yref?S("ay",y(x,r,"ay",T.w,e)):S("ay",e.ay+r),At(t,r);else{if(a)return;var i,o;if(v)i=y(v,t,"x",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=y(x,r,"y",T,e);else{var u=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(f-r/T.h,u,0,1,e.yanchor)}S("x",i),S("y",o),v&&x||(n=d.getCursor(v?.5:i,x?.5:o,e.xanchor,e.yanchor))}O.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit("plotly_clickannotation",Y(n))},doneFn:function(){p(R),i.call("_guiRelayout",t,E());var e=document.querySelector(".js-notes-box-panel");e&&e.redraw(e.selectedObj)}})}}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(".annotation").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:x}},{"../../lib":776,"../../lib/setcursor":797,"../../lib/svg_text_utils":802,"../../plot_api/plot_template":816,"../../plots/cartesian/axes":827,"../../plots/plots":890,"../../registry":904,"../color":639,"../dragelement":658,"../drawing":661,"../fx":679,"./draw_arrow_head":629,"@plotly/d3":58}],629:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../color"),a=t("./arrow_paths"),o=t("../../lib"),s=o.strScale,l=o.strRotate,c=o.strTranslate;e.exports=function(t,e,r){var o,u,f,h,p=t.node(),d=a[r.arrowhead||0],m=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),v=(r.arrowwidth||1)*(r.startarrowsize||1),y=e.indexOf("start")>=0,x=e.indexOf("end")>=0,b=d.backoff*g+r.standoff,_=m.backoff*v+r.startstandoff;if("line"===p.nodeName){o={x:+t.attr("x1"),y:+t.attr("y1")},u={x:+t.attr("x2"),y:+t.attr("y2")};var w=o.x-u.x,T=o.y-u.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void z();if(b){if(b*b>w*w+T*T)return void z();var k=b*Math.cos(f),A=b*Math.sin(f);u.x+=k,u.y+=A,t.attr({x2:u.x,y2:u.y})}if(_){if(_*_>w*w+T*T)return void z();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if("path"===p.nodeName){var E=p.getTotalLength(),L="";if(E<b+_)return void z();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L="0px,"+_+"px,";var I=p.getPointAtLength(E),O=p.getPointAtLength(E-.1);h=Math.atan2(I.y-O.y,I.x-O.x),u=p.getPointAtLength(Math.max(0,E-b)),L+=E-(L?_+b:b)+"px,"+E+"px",t.style("stroke-dasharray",L)}function z(){t.style("stroke-dasharray","0px,100px")}function D(e,a,o,u){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append("path").attr({class:t.attr("class"),d:e.path,transform:c(a.x,a.y)+l(180*o/Math.PI)+s(u)}).style({fill:i.rgb(r.arrowcolor),"stroke-width":0}))}y&&D(m,o,f,v),x&&D(d,u,h,g)}},{"../../lib":776,"../color":639,"./arrow_paths":621,"@plotly/d3":58}],630:[function(t,e,r){"use strict";var n=t("./draw"),i=t("./click");e.exports={moduleType:"component",name:"annotations",layoutAttributes:t("./attributes"),supplyLayoutDefaults:t("./defaults"),includeBasePlot:t("../../plots/cartesian/include_components")("annotations"),calcAutorange:t("./calc_autorange"),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:t("./convert_coords")}},{"../../plots/cartesian/include_components":840,"./attributes":622,"./calc_autorange":623,"./click":624,"./convert_coords":626,"./defaults":627,"./draw":628}],631:[function(t,e,r){"use strict";var n=t("../annotations/attributes"),i=t("../../plot_api/edit_types").overrideAll,a=t("../../plot_api/plot_template").templatedArray;e.exports=i(a("annotation",{visible:n.visible,x:{valType:"any"},y:{valType:"any"},z:{valType:"any"},ax:{valType:"number"},ay:{valType:"number"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),"calc","from-root")},{"../../plot_api/edit_types":809,"../../plot_api/plot_template":816,"../annotations/attributes":622}],632:[function(t,e,r){"use 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b=y.width/2+S;g<b?(g=b,e.attr("d","M-"+(b-M)+",0L-"+(b-2*M)+","+x+M+"H"+(S+y.width/2)+"v"+x+(2*S+y.height)+"H-"+b+"V"+x+M+"Z")):g>i.width-b?(g=i.width-b,e.attr("d","M"+(b-M)+",0L"+b+","+x+M+"v"+x+(2*S+y.height)+"H-"+b+"V"+x+M+"H"+(b-2*M)+"Z")):e.attr("d","M0,0L"+M+","+x+M+"H"+(S+y.width/2)+"v"+x+(2*S+y.height)+"H-"+(S+y.width/2)+"V"+x+M+"H-"+M+"Z")}else{var _,C,P;"right"===L.side?(_="start",C=1,P="",g=E._offset+E._length):(_="end",C=-1,P="-",g=E._offset),v=L._offset+(A.y0+A.y1)/2,l.attr("text-anchor",_),e.attr("d","M0,0L"+P+M+","+M+"V"+(S+y.height/2)+"h"+P+(2*S+y.width)+"V-"+(S+y.height/2)+"H"+P+M+"V-"+M+"Z");var O,z=y.height/2,R=D-y.top-z,F="clip"+i._uid+"commonlabel"+L._id;if(g<y.width+2*S+M){O="M-"+(M+S)+"-"+z+"h-"+(y.width-S)+"V"+z+"h"+(y.width-S)+"Z";var B=y.width-g+S;u.positionText(l,B,R),"end"===_&&l.selectAll("tspan").each((function(){var t=n.select(this),e=h.tester.append("text").text(t.text()).call(h.font,m),i=V(r,e.node());Math.round(i.width)<Math.round(y.width)&&t.attr("x",B-i.width),e.remove()}))}else u.positionText(l,C*(S+M),R),O=null;var N=i._topclips.selectAll("#"+F).data(O?[0]:[]);N.enter().append("clipPath").attr("id",F).append("path"),N.exit().remove(),N.select("path").attr("d",O),h.setClipUrl(l,O?F:null,r)}t.attr("transform",s(g,v))})),v.isUnifiedHover(a)){if(d.selectAll("g.hovertext").remove(),0===t.length)return;var G=i.hoverlabel,Y=G.font,W={showlegend:!0,legend:{title:{text:I,font:Y},font:Y,bgcolor:G.bgcolor,bordercolor:G.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:"v"}},X={};x(W,X,r._fullData);var Z=X.legend;Z.entries=[];for(var J=0;J<t.length;J++){var K=O(t[J],!0,a,i,I),Q=K[0],$=K[1],tt=t[J];tt.name=$,tt.text=""!==$?$+" : "+Q:Q;var 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G,Y,W=(H+M+S+E)*i._invScaleX;if(c)t.pos=P,G=z+j/2+W<=F,Y=z-j/2-W>=0,"top"!==t.idealAlign&&G||!Y?G?(z+=j/2,t.anchor="start"):t.anchor="middle":(z-=j/2,t.anchor="end");else if(t.pos=z,G=P+N/2+W<=R,Y=P-N/2-W>=0,"left"!==t.idealAlign&&G||!Y)if(G)P+=N/2,t.anchor="start";else{t.anchor="middle";var X=W/2,Z=P+X-R,J=P-X;Z>0&&(P-=Z),J<0&&(P+=-J)}else P-=N/2,t.anchor="end";w.attr("text-anchor",t.anchor),E&&A.attr("text-anchor",t.anchor),e.attr("transform",s(P,z)+(c?l(_):""))})),yt}function O(t,e,r,n,i,a){var s="",l="";void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=B(t.name,t.nameLength));var c=r.charAt(0),u="x"===c?"y":"x";void 0!==t.zLabel?(void 0!==t.xLabel&&(l+="x: "+t.xLabel+"<br>"),void 0!==t.yLabel&&(l+="y: "+t.yLabel+"<br>"),"choropleth"!==t.trace.type&&"choroplethmapbox"!==t.trace.type&&(l+=(l?"z: ":"")+t.zLabel)):e&&t[c+"Label"]===i?l=t[u+"Label"]||"":void 0===t.xLabel?void 0!==t.yLabel&&"scattercarpet"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:"("+t.xLabel+", "+t.yLabel+")",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?"<br>":"")+t.text),void 0!==t.extraText&&(l+=(l?"<br>":"")+t.extraText),a&&""===l&&!t.hovertemplate&&(""===s&&a.remove(),l=s);var f=t.hovertemplate||!1;if(f){var h=t.hovertemplateLabels||t;t[c+"Label"]!==i&&(h[c+"other"]=h[c+"Val"],h[c+"otherLabel"]=h[c+"Label"]),l=(l=o.hovertemplateString(f,h,n._d3locale,t.eventData[0]||{},t.trace._meta)).replace(P,(function(e,r){return s=B(r,t.nameLength),""}))}return[l,s]}function z(t,e,r,i){var a=function(t){return t*r},o=function(t){return t*i};t.each((function(t){var r=n.select(this);if(t.del)return r.remove();var 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c=Array.isArray(r)?function(t,e){var i=o.castOption(a,r,t);return l(i)?i:o.extractOption({},n,"",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var i=c(r,n);l(i)&&(t[e]=i)}if(u("hoverinfo","hi","hoverinfo"),u("bgcolor","hbg","hoverlabel.bgcolor"),u("borderColor","hbc","hoverlabel.bordercolor"),u("fontFamily","htf","hoverlabel.font.family"),u("fontSize","hts","hoverlabel.font.size"),u("fontColor","htc","hoverlabel.font.color"),u("nameLength","hnl","hoverlabel.namelength"),u("textAlign","hta","hoverlabel.align"),t.posref="y"===e||"closest"===e&&"h"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel="xLabel"in t?t.xLabel:m.hoverLabelText(t.xa,t.xLabelVal,n.xhoverformat),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&&(t.yLabel="yLabel"in t?t.yLabel:m.hoverLabelText(t.ya,t.yLabelVal,n.yhoverformat),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&&void 0===t.zLabel&&(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||"log"===t.xa.type&&t.xerr<=0)){var f=m.tickText(t.xa,t.xa.c2l(t.xerr),"hover").text;void 0!==t.xerrneg?t.xLabel+=" +"+f+" / -"+m.tickText(t.xa,t.xa.c2l(t.xerrneg),"hover").text:t.xLabel+=" \xb1 "+f,"x"===e&&(t.distance+=1)}if(!(isNaN(t.yerr)||"log"===t.ya.type&&t.yerr<=0)){var h=m.tickText(t.ya,t.ya.c2l(t.yerr),"hover").text;void 0!==t.yerrneg?t.yLabel+=" +"+h+" / -"+m.tickText(t.ya,t.ya.c2l(t.yerrneg),"hover").text:t.yLabel+=" \xb1 "+h,"y"===e&&(t.distance+=1)}var p=t.hoverinfo||t.trace.hoverinfo;return p&&"all"!==p&&(-1===(p=Array.isArray(p)?p:p.split("+")).indexOf("x")&&(t.xLabel=void 0),-1===p.indexOf("y")&&(t.yLabel=void 0),-1===p.indexOf("z")&&(t.zLabel=void 0),-1===p.indexOf("text")&&(t.text=void 0),-1===p.indexOf("name")&&(t.name=void 0)),t}function R(t,e,r){var n,i,o=r.container,s=r.fullLayout,l=s._size,c=r.event,u=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(".spikeline").remove(),f||u){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(u){var g,v,y=e.hLinePoint;n=y&&y.xa,"cursor"===(i=y&&y.ya).spikesnap?(g=c.pointerX,v=c.pointerY):(g=n._offset+y.x,v=i._offset+y.y);var x,b,_=a.readability(y.color,d)<1.5?p.contrast(d):y.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=m.getPxPosition(t,i);if(-1!==w.indexOf("toaxis")||-1!==w.indexOf("across")){if(-1!==w.indexOf("toaxis")&&(x=A,b=g),-1!==w.indexOf("across")){var M=i._counterDomainMin,S=i._counterDomainMax;"free"===i.anchor&&(M=Math.min(M,i.position),S=Math.max(S,i.position)),x=l.l+M*l.w,b=l.l+S*l.w}o.insert("line",":first-child").attr({x1:x,x2:b,y1:v,y2:v,"stroke-width":T,stroke:k,"stroke-dasharray":h.dashStyle(i.spikedash,T)}).classed("spikeline",!0).classed("crisp",!0),o.insert("line",":first-child").attr({x1:x,x2:b,y1:v,y2:v,"stroke-width":T+2,stroke:d}).classed("spikeline",!0).classed("crisp",!0)}-1!==w.indexOf("marker")&&o.insert("circle",":first-child").attr({cx:A+("right"!==i.side?T:-T),cy:v,r:T,fill:k}).classed("spikeline",!0)}if(f){var E,L,C=e.vLinePoint;n=C&&C.xa,i=C&&C.ya,"cursor"===n.spikesnap?(E=c.pointerX,L=c.pointerY):(E=n._offset+C.x,L=i._offset+C.y);var P,I,O=a.readability(C.color,d)<1.5?p.contrast(d):C.color,z=n.spikemode,D=n.spikethickness,R=n.spikecolor||O,F=m.getPxPosition(t,n);if(-1!==z.indexOf("toaxis")||-1!==z.indexOf("across")){if(-1!==z.indexOf("toaxis")&&(P=F,I=L),-1!==z.indexOf("across")){var B=n._counterDomainMin,N=n._counterDomainMax;"free"===n.anchor&&(B=Math.min(B,n.position),N=Math.max(N,n.position)),P=l.t+(1-N)*l.h,I=l.t+(1-B)*l.h}o.insert("line",":first-child").attr({x1:E,x2:E,y1:P,y2:I,"stroke-width":D,stroke:R,"stroke-dasharray":h.dashStyle(n.spikedash,D)}).classed("spikeline",!0).classed("crisp",!0),o.insert("line",":first-child").attr({x1:E,x2:E,y1:P,y2:I,"stroke-width":D+2,stroke:d}).classed("spikeline",!0).classed("crisp",!0)}-1!==z.indexOf("marker")&&o.insert("circle",":first-child").attr({cx:E,cy:F-("top"!==n.side?D:-D),r:D,fill:R}).classed("spikeline",!0)}}}function F(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}function B(t,e){return u.plainText(t||"",{len:e,allowedTags:["br","sub","sup","b","i","em"]})}function N(t,e,r){var n=e[t+"a"],i=e[t+"Val"],a=e.cd[0];if("category"===n.type)i=n._categoriesMap[i];else if("date"===n.type){var o=e.trace[t+"periodalignment"];if(o){var 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y=l._imageLowerLayer.selectAll("image").data(f),x=l._imageUpperLayer.selectAll("image").data(c);y.enter().append("image"),x.enter().append("image"),y.exit().remove(),x.exit().remove(),y.each((function(t){g.bind(this)(t),v.bind(this)(t)})),x.each((function(t){g.bind(this)(t),v.bind(this)(t)}));var b=Object.keys(l._plots);for(r=0;r<b.length;r++){e=b[r];var _=l._plots[e];if(_.imagelayer){var w=_.imagelayer.selectAll("image").data(u[e]||[]);w.enter().append("image"),w.exit().remove(),w.each((function(t){g.bind(this)(t),v.bind(this)(t)}))}}}},{"../../constants/xmlns_namespaces":753,"../../plots/cartesian/axes":827,"../../plots/cartesian/axis_ids":831,"../drawing":661,"@plotly/d3":58}],688:[function(t,e,r){"use 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b=g[a].label;h[x][b]||(m(x,{label:b,color:g[a].color,i:g[a].i,trace:y,pts:g[a].pts}),h[x][b]=!0,d=Math.max(d,(b||"").length))}else m(x,v),d=Math.max(d,(y.name||"").length)}if(!u.length)return[];var _=!f||!s,w=[];for(r=0;r<u.length;r++){var T=c[u[r]];_?w.push(T[0]):w.push(T)}for(_&&(w=[w]),r=0;r<w.length;r++){var k=1/0;for(a=0;a<w[r].length;a++){var A=w[r][a].trace.legendrank;k>A&&(k=A)}w[r][0]._groupMinRank=k,w[r][0]._preGroupSort=r}var M=function(t,e){return t.trace.legendrank-e.trace.legendrank||t._preSort-e._preSort};for(w.forEach((function(t,e){t[0]._preGroupSort=e})),w.sort((function(t,e){return t[0]._groupMinRank-e[0]._groupMinRank||t[0]._preGroupSort-e[0]._preGroupSort})),r=0;r<w.length;r++){w[r].forEach((function(t,e){t._preSort=e})),w[r].sort(M);var S=w[r][0].trace,E=null;for(a=0;a<w[r].length;a++){var L=w[r][a].trace.legendgrouptitle;if(L&&L.text){E=L,o&&(L.font=e._groupTitleFont);break}}if(l&&w[r].reverse(),E){var 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Select")},attr:"dragmode",val:"select",icon:o.selectbox,click:f},u.lasso2d={name:"lasso2d",_cat:"lasso",title:function(t){return c(t,"Lasso Select")},attr:"dragmode",val:"lasso",icon:o.lasso,click:f},u.drawclosedpath={name:"drawclosedpath",title:function(t){return c(t,"Draw closed freeform")},attr:"dragmode",val:"drawclosedpath",icon:o.drawclosedpath,click:f},u.drawopenpath={name:"drawopenpath",title:function(t){return c(t,"Draw open freeform")},attr:"dragmode",val:"drawopenpath",icon:o.drawopenpath,click:f},u.drawline={name:"drawline",title:function(t){return c(t,"Draw line")},attr:"dragmode",val:"drawline",icon:o.drawline,click:f},u.drawrect={name:"drawrect",title:function(t){return c(t,"Draw rectangle")},attr:"dragmode",val:"drawrect",icon:o.drawrect,click:f},u.drawcircle={name:"drawcircle",title:function(t){return c(t,"Draw circle")},attr:"dragmode",val:"drawcircle",icon:o.drawcircle,click:f},u.eraseshape={name:"eraseshape",title:function(t){return c(t,"Erase active shape")},icon:o.eraseshape,click:s},u.zoomIn2d={name:"zoomIn2d",_cat:"zoomin",title:function(t){return c(t,"Zoom in")},attr:"zoom",val:"in",icon:o.zoom_plus,click:f},u.zoomOut2d={name:"zoomOut2d",_cat:"zoomout",title:function(t){return c(t,"Zoom out")},attr:"zoom",val:"out",icon:o.zoom_minus,click:f},u.autoScale2d={name:"autoScale2d",_cat:"autoscale",title:function(t){return c(t,"Autoscale")},attr:"zoom",val:"auto",icon:o.autoscale,click:f},u.resetScale2d={name:"resetScale2d",_cat:"resetscale",title:function(t){return c(t,"Reset axes")},attr:"zoom",val:"reset",icon:o.home,click:f},u.hoverClosestCartesian={name:"hoverClosestCartesian",_cat:"hoverclosest",title:function(t){return c(t,"Show closest data on hover")},attr:"hovermode",val:"closest",icon:o.tooltip_basic,gravity:"ne",click:f},u.hoverCompareCartesian={name:"hoverCompareCartesian",_cat:"hoverCompare",title:function(t){return c(t,"Compare data on hover")},attr:"hovermode",val:function(t){return t._fullLayout._isHoriz?"y":"x"},icon:o.tooltip_compare,gravity:"ne",click:f},u.zoom3d={name:"zoom3d",_cat:"zoom",title:function(t){return c(t,"Zoom")},attr:"scene.dragmode",val:"zoom",icon:o.zoombox,click:h},u.pan3d={name:"pan3d",_cat:"pan",title:function(t){return c(t,"Pan")},attr:"scene.dragmode",val:"pan",icon:o.pan,click:h},u.orbitRotation={name:"orbitRotation",title:function(t){return c(t,"Orbital rotation")},attr:"scene.dragmode",val:"orbit",icon:o["3d_rotate"],click:h},u.tableRotation={name:"tableRotation",title:function(t){return c(t,"Turntable rotation")},attr:"scene.dragmode",val:"turntable",icon:o["z-axis"],click:h},u.resetCameraDefault3d={name:"resetCameraDefault3d",_cat:"resetCameraDefault",title:function(t){return c(t,"Reset camera to default")},attr:"resetDefault",icon:o.home,click:p},u.resetCameraLastSave3d={name:"resetCameraLastSave3d",_cat:"resetCameraLastSave",title:function(t){return c(t,"Reset camera to last save")},attr:"resetLastSave",icon:o.movie,click:p},u.hoverClosest3d={name:"hoverClosest3d",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:function(t,e){var r=d(t,e);n.call("_guiRelayout",t,r)}},u.zoomInGeo={name:"zoomInGeo",_cat:"zoomin",title:function(t){return c(t,"Zoom in")},attr:"zoom",val:"in",icon:o.zoom_plus,click:m},u.zoomOutGeo={name:"zoomOutGeo",_cat:"zoomout",title:function(t){return c(t,"Zoom out")},attr:"zoom",val:"out",icon:o.zoom_minus,click:m},u.resetGeo={name:"resetGeo",_cat:"reset",title:function(t){return c(t,"Reset")},attr:"reset",val:null,icon:o.autoscale,click:m},u.hoverClosestGeo={name:"hoverClosestGeo",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:v},u.hoverClosestGl2d={name:"hoverClosestGl2d",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:v},u.hoverClosestPie={name:"hoverClosestPie",_cat:"hoverclosest",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:"closest",icon:o.tooltip_basic,gravity:"ne",click:v},u.resetViewSankey={name:"resetSankeyGroup",title:function(t){return c(t,"Reset view")},icon:o.home,click:function(t){for(var e={"node.groups":[],"node.x":[],"node.y":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e["node.groups"].push(i.node.groups.slice()),e["node.x"].push(i.node.x.slice()),e["node.y"].push(i.node.y.slice())}n.call("restyle",t,e)}},u.toggleHover={name:"toggleHover",title:function(t){return c(t,"Toggle show closest data on hover")},attr:"hovermode",val:null,toggle:!0,icon:o.tooltip_basic,gravity:"ne",click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call("_guiRelayout",t,r)}},u.resetViews={name:"resetViews",title:function(t){return c(t,"Reset views")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute("data-attr","zoom"),r.setAttribute("data-val","reset"),f(t,e),r.setAttribute("data-attr","resetLastSave"),p(t,e),x(t,"geo"),x(t,"mapbox")}},u.toggleSpikelines={name:"toggleSpikelines",title:function(t){return c(t,"Toggle Spike Lines")},icon:o.spikeline,attr:"_cartesianSpikesEnabled",val:"on",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled="on"===r?"off":"on",n.call("_guiRelayout",t,function(t){for(var e="on"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+".showspikes"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:"resetViewMapbox",_cat:"resetView",title:function(t){return c(t,"Reset view")},attr:"reset",icon:o.home,click:function(t){x(t,"mapbox")}},u.zoomInMapbox={name:"zoomInMapbox",_cat:"zoomin",title:function(t){return c(t,"Zoom in")},attr:"zoom",val:"in",icon:o.zoom_plus,click:y},u.zoomOutMapbox={name:"zoomOutMapbox",_cat:"zoomout",title:function(t){return c(t,"Zoom out")},attr:"zoom",val:"out",icon:o.zoom_minus,click:y}},{"../../fonts/ploticon":755,"../../lib":776,"../../plots/cartesian/axis_ids":831,"../../plots/plots":890,"../../registry":904,"../shapes/draw":723}],700:[function(t,e,r){"use strict";var n=t("./buttons"),i=Object.keys(n),a=["drawline","drawopenpath","drawclosedpath","drawcircle","drawrect","eraseshape"],o=["v1hovermode","hoverclosest","hovercompare","togglehover","togglespikelines"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var 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n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,"scatter-like")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,"box-violin")&&"all"!==n.boxpoints&&"all"!==n.points||(e=!0))}return e})(r)&&O.push("select2d","lasso2d");var z=[],D=function(t){-1===z.indexOf(t)&&-1!==P.indexOf(t)&&z.push(t)};if(Array.isArray(p)){for(var R=[],F=0;F<p.length;F++){var B=p[F];"string"==typeof B?(B=B.toLowerCase(),-1!==c.indexOf(B)?(e._has("mapbox")||e._has("cartesian"))&&O.push(B):"togglespikelines"===B?D("toggleSpikelines"):"togglehover"===B?D("toggleHover"):"hovercompare"===B?D("hoverCompareCartesian"):"hoverclosest"===B?(D("hoverClosestCartesian"),D("hoverClosestGeo"),D("hoverClosest3d"),D("hoverClosestGl2d"),D("hoverClosestPie")):"v1hovermode"===B&&(D("toggleHover"),D("hoverClosestCartesian"),D("hoverCompareCartesian"),D("hoverClosestGeo"),D("hoverClosest3d"),D("hoverClosestGl2d"),D("hoverClosestPie"))):R.push(B)}p=R}return E(O),E(C.concat(I)),E(z),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(S,p)}(t),u?u.update(t,f):e._modeBar=s(t,f)}else u&&(u.destroy(),delete e._modeBar)}},{"../../plots/cartesian/axis_ids":831,"../../registry":904,"../../traces/scatter/subtypes":1216,"../fx/helpers":675,"./buttons":699,"./constants":700,"./modebar":704}],704:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("fast-isnumeric"),a=t("../../lib"),o=t("../../fonts/ploticon"),s=new DOMParser;function l(t){this.container=t.container,this.element=document.createElement("div"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var c=l.prototype;c.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i="modebar-"+n._uid;this.element.setAttribute("id",i),this._uid=i,this.element.className="modebar","hover"===r.displayModeBar&&(this.element.className+=" modebar--hover 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e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error("must provide button 'name' in button config");if(-1!==e.buttonsNames.indexOf(n))throw new Error("button name '"+n+"' is taken");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},c.createGroup=function(){var t=document.createElement("div");return t.className="modebar-group",t},c.createButton=function(t){var e=this,r=document.createElement("a");r.setAttribute("rel","tooltip"),r.className="modebar-btn";var i=t.title;void 0===i?i=t.name:"function"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute("data-title",i),void 0!==t.attr&&r.setAttribute("data-attr",t.attr);var a=t.val;if(void 0!==a&&("function"==typeof a&&(a=a(this.graphInfo)),r.setAttribute("data-val",a)),"function"!=typeof t.click)throw new Error("must provide button 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e.setAttribute("height","1em"),e.setAttribute("width","1em"),e},c.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute("data-attr"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute("data-val")||!0,o=t.getAttribute("data-attr"),s="true"===t.getAttribute("data-toggle"),l=n.select(t);if(s)o===r&&l.classed("active",!l.classed("active"));else{var c=null===o?o:a.nestedProperty(e,o).get();l.classed("active",c===i)}}))},c.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},c.getLogo=function(){var t=this.createGroup(),e=document.createElement("a");return e.href="https://plotly.com/",e.target="_blank",e.setAttribute("data-title",a._(this.graphInfo,"Produced with Plotly")),e.className="modebar-btn plotlyjsicon 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strict";e.exports={name:"sliders",containerClassName:"slider-container",groupClassName:"slider-group",inputAreaClass:"slider-input-area",railRectClass:"slider-rail-rect",railTouchRectClass:"slider-rail-touch-rect",gripRectClass:"slider-grip-rect",tickRectClass:"slider-tick-rect",inputProxyClass:"slider-input-proxy",labelsClass:"slider-labels",labelGroupClass:"slider-label-group",labelClass:"slider-label",currentValueClass:"slider-current-value",railHeight:5,menuIndexAttrName:"slider-active-index",autoMarginIdRoot:"slider-",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:"#bec8d9",railBgColor:"#f8fafc",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:"#bec8d9",gripBgColor:"#f6f8fa",gripBgActiveColor:"#dbdde0",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:"#333",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:"#333",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],734:[function(t,e,r){"use 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T={y:e.y,b:u.height*m[w],t:u.height*d[w]};"fraction"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*m[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*m[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case"right":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i="left";break;case"center":n=.5*a.inputAreaLength,i="middle";break;default:n=f.currentValueInset,i="left"}var l=s.ensureSingle(t,"text",f.labelClass,(function(t){t.attr({"text-anchor":i,"data-notex":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:"";if("string"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var m=c.lineCount(l),g=(a.currentValueMaxLines+1-m)*e.currentvalue.font.size*p;return c.positionText(l,n,g),l}}function 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n=t("../../plots/font_attributes"),i=t("../color/attributes"),a=t("../../lib/extend").extendFlat,o=t("../../plot_api/edit_types").overrideAll,s=t("../../plots/pad_attributes"),l=t("../../plot_api/plot_template").templatedArray,c=l("button",{visible:{valType:"boolean"},method:{valType:"enumerated",values:["restyle","relayout","animate","update","skip"],dflt:"restyle"},args:{valType:"info_array",freeLength:!0,items:[{valType:"any"},{valType:"any"},{valType:"any"}]},args2:{valType:"info_array",freeLength:!0,items:[{valType:"any"},{valType:"any"},{valType:"any"}]},label:{valType:"string",dflt:""},execute:{valType:"boolean",dflt:!0}});e.exports=o(l("updatemenu",{_arrayAttrRegexps:[/^updatemenus\[(0|[1-9][0-9]+)\]\.buttons/],visible:{valType:"boolean"},type:{valType:"enumerated",values:["dropdown","buttons"],dflt:"dropdown"},direction:{valType:"enumerated",values:["left","right","up","down"],dflt:"down"},active:{valType:"integer",min:-1,dflt:0},showactive:{valType:"boolean",dflt:!0},buttons:c,x:{valType:"number",min:-2,max:3,dflt:-.05},xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"right"},y:{valType:"number",min:-2,max:3,dflt:1},yanchor:{valType:"enumerated",values:["auto","top","middle","bottom"],dflt:"top"},pad:a(s({editType:"arraydraw"}),{}),font:n({}),bgcolor:{valType:"color"},bordercolor:{valType:"color",dflt:i.borderLine},borderwidth:{valType:"number",min:0,dflt:1,editType:"arraydraw"}}),"arraydraw","from-root")},{"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plot_api/plot_template":816,"../../plots/font_attributes":856,"../../plots/pad_attributes":889,"../color/attributes":638}],739:[function(t,e,r){"use 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k=m>w,A=s.barLength+2*s.barPad,M=s.barWidth+2*s.barPad,S=d,E=g+v;E+M>c&&(E=c-M);var L=this.container.selectAll("rect.scrollbar-horizontal").data(k?[0]:[]);L.exit().on(".drag",null).remove(),L.enter().append("rect").classed("scrollbar-horizontal",!0).call(i.fill,s.barColor),k?(this.hbar=L.attr({rx:s.barRadius,ry:s.barRadius,x:S,y:E,width:A,height:M}),this._hbarXMin=S+A/2,this._hbarTranslateMax=w-A):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var C=v>T,P=s.barWidth+2*s.barPad,I=s.barLength+2*s.barPad,O=d+m,z=g;O+P>l&&(O=l-P);var D=this.container.selectAll("rect.scrollbar-vertical").data(C?[0]:[]);D.exit().on(".drag",null).remove(),D.enter().append("rect").classed("scrollbar-vertical",!0).call(i.fill,s.barColor),C?(this.vbar=D.attr({rx:s.barRadius,ry:s.barRadius,x:O,y:z,width:P,height:I}),this._vbarYMin=z+I/2,this._vbarTranslateMax=T-I):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var R=this.id,F=u-.5,B=C?f+P+.5:f+.5,N=h-.5,j=k?p+M+.5:p+.5,U=o._topdefs.selectAll("#"+R).data(k||C?[0]:[]);if(U.exit().remove(),U.enter().append("clipPath").attr("id",R).append("rect"),k||C?(this._clipRect=U.select("rect").attr({x:Math.floor(F),y:Math.floor(N),width:Math.ceil(B)-Math.floor(F),height:Math.ceil(j)-Math.floor(N)}),this.container.call(a.setClipUrl,R,this.gd),this.bg.attr({x:d,y:g,width:m,height:v})):(this.bg.attr({width:0,height:0}),this.container.on("wheel",null).on(".drag",null).call(a.setClipUrl,null),delete this._clipRect),k||C){var V=n.behavior.drag().on("dragstart",(function(){n.event.sourceEvent.preventDefault()})).on("drag",this._onBoxDrag.bind(this));this.container.on("wheel",null).on("wheel",this._onBoxWheel.bind(this)).on(".drag",null).call(V);var H=n.behavior.drag().on("dragstart",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on("drag",this._onBarDrag.bind(this));k&&this.hbar.on(".drag",null).call(H),C&&this.vbar.on(".drag",null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on("wheel",null).on(".drag",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(".drag",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(".drag",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t+=n.event.deltaY),this.vbar&&(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&&this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},{"../../lib":776,"../color":639,"../drawing":661,"@plotly/d3":58}],744:[function(t,e,r){"use strict";e.exports={FROM_BL:{left:0,center:.5,right:1,bottom:0,middle:.5,top:1},FROM_TL:{left:0,center:.5,right:1,bottom:1,middle:.5,top:0},FROM_BR:{left:1,center:.5,right:0,bottom:0,middle:.5,top:1},LINE_SPACING:1.3,CAP_SHIFT:.7,MID_SHIFT:.35,OPPOSITE_SIDE:{left:"right",right:"left",top:"bottom",bottom:"top"}}},{}],745:[function(t,e,r){"use strict";e.exports={axisRefDescription:function(t,e,r){return["If set to a",t,"axis id (e.g. *"+t+"* or","*"+t+"2*), the `"+t+"` position refers to a",t,"coordinate. 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e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length>0?n[0]:r;return!!e.selectedpoints&&e.selectedpoints.indexOf(i)>-1}function U(t,e,r){var n,a,o,s;for(n=0;n<e.length;n++){var l=e[n].cd[0].trace._fullInput,c=t._fullLayout._tracePreGUI[l.uid]||{};void 0===c.selectedpoints&&(c.selectedpoints=l._input.selectedpoints||null)}if(r){var u=r.points||[];for(n=0;n<e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&&(s.selectedpoints=[]);for(n=0;n<u.length;n++){var f=u[n],h=f.data,p=f.fullData;f.pointIndices?([].push.apply(h.selectedpoints,f.pointIndices),s._fullInput!==s&&[].push.apply(p.selectedpoints,f.pointIndices)):(h.selectedpoints.push(f.pointIndex),s._fullInput!==s&&p.selectedpoints.push(f.pointIndex))}}else for(n=0;n<e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&&delete s._fullInput.selectedpoints;var d=!1;for(n=0;n<e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,"regl")&&(d=!0);var m=a._module,g=m.styleOnSelect||m.style;g&&(g(t,o,o[0].node3),o[0].nodeRangePlot3&&g(t,o,o[0].nodeRangePlot3))}d&&(w(t),T(t))}function V(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i<t.length;i++)t[i]=l(t[i],n,r);return t}function H(t,e){for(var r=[],n=0;n<t.length;n++){r[n]=[];for(var i=0;i<t[n].length;i++){r[n][i]=[],r[n][i][0]=i?"L":"M";for(var a=0;a<t[n][i].length;a++)r[n][i].push(t[n][i][a])}e||r[n].push(["Z",r[n][0][1],r[n][0][2]])}return r}e.exports={prepSelect:function(t,e,r,i,l){var c=u(l),v=f(l),x=p(l),_=h(l),w=d(l),T="drawcircle"===l,E="drawline"===l||T,L=i.gd,z=L._fullLayout,D=z._zoomlayer,j=i.element.getBoundingClientRect(),q=i.plotinfo,G=I(q),Y=e-j.left,W=r-j.top;z._calcInverseTransform(L);var X=y.apply3DTransform(z._invTransform)(Y,W);Y=X[0],W=X[1];var Z,J,K,Q,$,tt,et,rt=z._invScaleX,nt=z._invScaleY,it=Y,at=W,ot="M"+Y+","+W,st=i.xaxes[0]._length,lt=i.yaxes[0]._length,ct=i.xaxes.concat(i.yaxes),ut=t.altKey&&!(h(l)&&x);F(t,L,i),c&&(Z=M([[Y,W]],k.BENDPX));var ft=D.selectAll("path.select-outline-"+q.id).data(_?[0]:[1,2]),ht=z.newshape;ft.enter().append("path").attr("class",(function(t){return"select-outline select-outline-"+t+" select-outline-"+q.id})).style(_?{opacity:ht.opacity/2,fill:x?void 0:ht.fillcolor,stroke:ht.line.color,"stroke-dasharray":a(ht.line.dash,ht.line.width),"stroke-width":ht.line.width+"px"}:{}).attr("fill-rule",ht.fillrule).classed("cursor-move",!!_).attr("transform",G).attr("d",ot+"Z");var pt,dt=D.append("path").attr("class","zoombox-corners").style({fill:o.background,stroke:o.defaultLine,"stroke-width":1}).attr("transform",G).attr("d","M0,0Z"),mt=z._uid+k.SELECTID,gt=[],vt=N(L,i.xaxes,i.yaxes,i.subplot);function yt(t,e){return t-e}pt=q.fillRangeItems?q.fillRangeItems:v?function(t,e){var 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n,i,o=a.nestedProperty(t,e).get();if(i=(i="date"===t.type?a.dfltRange(t.calendar):"y"===p?T.DFLTRANGEY:r.dfltRange||T.DFLTRANGEX).slice(),"tozero"!==t.rangemode&&"nonnegative"!==t.rangemode||(i[0]=0),o&&2===o.length)for("date"!==t.type||t.autorange||(o[0]=a.cleanDate(o[0],m,t.calendar),o[1]=a.cleanDate(o[1],m,t.calendar)),n=0;n<2;n++)if("date"===t.type){if(!a.isDateTime(o[n],t.calendar)){t[e]=i;break}if(t.r2l(o[0])===t.r2l(o[1])){var l=a.constrain(t.r2l(o[0]),a.MIN_MS+1e3,a.MAX_MS-1e3);o[0]=t.l2r(l-1e3),o[1]=t.l2r(l+1e3);break}}else{if(!s(o[n])){if(!s(o[1-n])){t[e]=i;break}o[n]=o[1-n]*(n?10:.1)}if(o[n]<-d?o[n]=-d:o[n]>d&&(o[n]=d),o[0]===o[1]){var c=Math.max(1,Math.abs(1e-6*o[0]));o[0]-=c,o[1]+=c}}else a.nestedProperty(t,e).set(i)},t.setScale=function(r){var n=e._size;if(t.overlaying){var i=w.getFromId({_fullLayout:e},t.overlaying);t.domain=i.domain}var a=r&&t._r?"_r":"range",o=t.calendar;t.cleanRange(a);var s,l,c=t.r2l(t[a][0],o),u=t.r2l(t[a][1],o),f="y"===p;if((f?(t._offset=n.t+(1-t.domain[1])*n.h,t._length=n.h*(t.domain[1]-t.domain[0]),t._m=t._length/(c-u),t._b=-t._m*u):(t._offset=n.l+t.domain[0]*n.w,t._length=n.w*(t.domain[1]-t.domain[0]),t._m=t._length/(u-c),t._b=-t._m*c),t._rangebreaks=[],t._lBreaks=0,t._m2=0,t._B=[],t.rangebreaks)&&(t._rangebreaks=t.locateBreaks(Math.min(c,u),Math.max(c,u)),t._rangebreaks.length)){for(s=0;s<t._rangebreaks.length;s++)l=t._rangebreaks[s],t._lBreaks+=Math.abs(l.max-l.min);var h=f;c>u&&(h=!h),h&&t._rangebreaks.reverse();var d=h?-1:1;for(t._m2=d*t._length/(Math.abs(u-c)-t._lBreaks),t._B.push(-t._m2*(f?u:c)),s=0;s<t._rangebreaks.length;s++)l=t._rangebreaks[s],t._B.push(t._B[t._B.length-1]-d*t._m2*(l.max-l.min));for(s=0;s<t._rangebreaks.length;s++)(l=t._rangebreaks[s]).pmin=B(l.min),l.pmax=B(l.max)}if(!isFinite(t._m)||!isFinite(t._b)||t._length<0)throw e._replotting=!1,new Error("Something went wrong with axis scaling")},t.maskBreaks=function(e){var 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n=t("@plotly/d3"),i=t("../../lib"),a=t("../../registry"),o=Math.PI/180,s=180/Math.PI,l={cursor:"pointer"},c={cursor:"auto"};function u(t,e){return n.behavior.zoom().translate(e.translate()).scale(e.scale())}function f(t,e,r){var n=t.id,o=t.graphDiv,s=o.layout,l=s[n],c=o._fullLayout,u=c[n],f={},h={};function p(t,e){f[n+"."+t]=i.nestedProperty(l,t).get(),a.call("_storeDirectGUIEdit",s,c._preGUI,f);var r=i.nestedProperty(u,t);r.get()!==e&&(r.set(e),i.nestedProperty(l,t).set(e),h[n+"."+t]=e)}r(p),p("projection.scale",e.scale()/t.fitScale),p("fitbounds",!1),o.emit("plotly_relayout",h)}function h(t,e){var r=u(0,e);function i(r){var n=e.invert(t.midPt);r("center.lon",n[0]),r("center.lat",n[1])}return r.on("zoomstart",(function(){n.select(this).style(l)})).on("zoom",(function(){e.scale(n.event.scale).translate(n.event.translate),t.render();var r=e.invert(t.midPt);t.graphDiv.emit("plotly_relayouting",{"geo.projection.scale":e.scale()/t.fitScale,"geo.center.lon":r[0],"geo.center.lat":r[1]})})).on("zoomend",(function(){n.select(this).style(c),f(t,e,i)})),r}function p(t,e){var r,i,a,o,s,h,p,d,m,g=u(0,e);function v(t){return e.invert(t)}function y(r){var n=e.rotate(),i=e.invert(t.midPt);r("projection.rotation.lon",-n[0]),r("center.lon",i[0]),r("center.lat",i[1])}return g.on("zoomstart",(function(){n.select(this).style(l),r=n.mouse(this),i=e.rotate(),a=e.translate(),o=i,s=v(r)})).on("zoom",(function(){if(h=n.mouse(this),function(t){var r=v(t);if(!r)return!0;var n=e(r);return Math.abs(n[0]-t[0])>2||Math.abs(n[1]-t[1])>2}(r))return g.scale(e.scale()),void g.translate(e.translate());e.scale(n.event.scale),e.translate([a[0],n.event.translate[1]]),s?v(h)&&(d=v(h),p=[o[0]+(d[0]-s[0]),i[1],i[2]],e.rotate(p),o=p):s=v(r=h),m=!0,t.render();var 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a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=["x","y"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=["sans-serif","sans-serif"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title="",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont="sans-serif",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=["xaxis","yaxis"];o.merge=function(t){var e,r,n,a,o,l,c,u,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?"":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]="auto"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf("all"):!!a,f=c?"allticks"===a:-1!==String(a).indexOf("ticks"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return"xaxis"===t?"bottom"===r:"yaxis"===t?"left"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return"xaxis"===t?"top"===r:"yaxis"===t?"right"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return"xaxis"===t?"top"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:"yaxis"===t?"right"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return"outside"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return"inside"===t.ticks?-e:e},e.exports=function(t){return new a(t)}},{"../../lib/str2rgbarray":801,"../cartesian/axes":827}],867:[function(t,e,r){"use strict";var n=t("../../plot_api/edit_types").overrideAll,i=t("./scene2d"),a=t("../layout_attributes"),o=t("../../constants/xmlns_namespaces"),s=t("../cartesian/constants"),l=t("../cartesian"),c=t("../../components/fx/layout_attributes"),u=t("../get_data").getSubplotData;r.name="gl2d",r.attr=["xaxis","yaxis"],r.idRoot=["x","y"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t("../cartesian/attributes"),r.supplyLayoutDefaults=function(t,e,r){e._has("cartesian")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,"plot","from-root"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},"plot","nested"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,"gl2d",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(".gl-container"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,"gl2d",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage("png");e._glimages.append("svg:image").attr({xmlns:o.svg,"xlink:href":a,x:0,y:0,width:"100%",height:"100%",preserveAspectRatio:"none"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{"../../components/fx/layout_attributes":680,"../../constants/xmlns_namespaces":753,"../../plot_api/edit_types":809,"../cartesian":841,"../cartesian/attributes":825,"../cartesian/constants":834,"../get_data":864,"../layout_attributes":881,"./scene2d":868}],868:[function(t,e,r){"use strict";var n,i,a=t("../../registry"),o=t("../../plots/cartesian/axes"),s=t("../../components/fx"),l=t("gl-plot2d"),c=t("gl-spikes2d"),u=t("gl-select-box"),f=t("webgl-context"),h=t("./convert"),p=t("./camera"),d=t("../../lib/show_no_webgl_msg"),m=t("../cartesian/constraints"),g=m.enforce,v=m.clean,y=t("../cartesian/autorange").doAutoRange,x=t("../../components/dragelement/helpers"),b=x.drawMode,_=x.selectMode,w=["xaxis","yaxis"],T=t("../cartesian/constants").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement("canvas"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error("Error creating static canvas/context for image server");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(".gl-canvas-focus"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width="100%",r.style.height="100%",r.style.position="absolute",r.style.top="0px",r.style.left="0px",r.style["pointer-events"]="none",this.updateSize(r);var a=this.svgContainer=document.createElementNS("http://www.w3.org/2000/svg","svg");a.style.position="absolute",a.style.top=a.style.left="0px",a.style.width=a.style.height="100%",a.style["z-index"]=20,a.style["pointer-events"]="none";var o=this.mouseContainer=document.createElement("div");o.style.position="absolute",o.style["pointer-events"]="auto",this.pickCanvas=this.container.querySelector(".gl-canvas-pick");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener("mouseout",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener("mouseover",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t="png"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement("canvas");f.width=r,f.height=i;var h,p=f.getContext("2d"),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case"jpeg":h=f.toDataURL("image/jpeg");break;case"webp":h=f.toDataURL("image/webp");break;default:h=f.toDataURL("image/png")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+"";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r="xaxis"+e[1],n="yaxis"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+".range"]=e.range.slice(),s=i[r._name+".range"]=r.range.slice();i[e._name+".autorange"]=e.autorange,i[r._name+".autorange"]=r.autorange,a.call("_storeDirectGUIEdit",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit("plotly_relayout",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod("annotations","drawOne")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener("wheel",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+"px",this.mouseContainer.style.height=u.h*(h[1]-h[0])+"px",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+"px",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+"px",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style["pointer-events"]="none",this.mouseContainer.style["pointer-events"]="none"):(this.pickCanvas.style["pointer-events"]="auto",this.mouseContainer.style["pointer-events"]="auto"),this.mouseContainer.style.cursor="pan"===t?"move":"zoom"===t?"crosshair":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&"zoom"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,"plotly_click"),a&&"skip"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var m=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),m.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,"plotly_hover");var g=this.fullData[m.trace.index]||{},v=m.pointIndex,y=s.castHoverinfo(g,i,v);if(y&&"all"!==y){var x=y.split("+");-1===x.indexOf("x")&&(m.traceCoord[0]=void 0),-1===x.indexOf("y")&&(m.traceCoord[1]=void 0),-1===x.indexOf("z")&&(m.traceCoord[2]=void 0),-1===x.indexOf("text")&&(m.textLabel=void 0),-1===x.indexOf("name")&&(m.name=void 0)}s.loneHover({x:m.screenCoord[0],y:m.screenCoord[1],xLabel:this.hoverFormatter("xaxis",m.traceCoord[0]),yLabel:this.hoverFormatter("yaxis",m.traceCoord[1]),zLabel:m.traceCoord[2],text:m.textLabel,name:m.name,color:s.castHoverOption(g,v,"bgcolor")||m.color,borderColor:s.castHoverOption(g,v,"bordercolor"),fontFamily:s.castHoverOption(g,v,"font.family"),fontSize:s.castHoverOption(g,v,"font.size"),fontColor:s.castHoverOption(g,v,"font.color"),nameLength:s.castHoverOption(g,v,"namelength"),textAlign:s.castHoverOption(g,v,"align")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit("plotly_unhover"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),"hover").text}}},{"../../components/dragelement/helpers":657,"../../components/fx":679,"../../lib/show_no_webgl_msg":798,"../../plots/cartesian/axes":827,"../../registry":904,"../cartesian/autorange":826,"../cartesian/constants":834,"../cartesian/constraints":835,"./camera":865,"./convert":866,"gl-plot2d":309,"gl-select-box":321,"gl-spikes2d":330,"webgl-context":602}],869:[function(t,e,r){"use strict";var n=t("../../plot_api/edit_types").overrideAll,i=t("../../components/fx/layout_attributes"),a=t("./scene"),o=t("../get_data").getSubplotData,s=t("../../lib"),l=t("../../constants/xmlns_namespaces");r.name="gl3d",r.attr="scene",r.idRoot="scene",r.idRegex=r.attrRegex=s.counterRegex("scene"),r.attributes=t("./layout/attributes"),r.layoutAttributes=t("./layout/layout_attributes"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},"plot","nested"),r.supplyLayoutDefaults=t("./layout/defaults"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,"gl3d",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(".gl-container"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(".annotation-"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage("png");e._glimages.append("svg:image").attr({xmlns:l.svg,"xlink:href":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:"none"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return"1"===e&&(e=""),"scene"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{"../../components/fx/layout_attributes":680,"../../constants/xmlns_namespaces":753,"../../lib":776,"../../plot_api/edit_types":809,"../get_data":864,"./layout/attributes":870,"./layout/defaults":874,"./layout/layout_attributes":875,"./scene":879}],870:[function(t,e,r){"use strict";e.exports={scene:{valType:"subplotid",dflt:"scene",editType:"calc+clearAxisTypes"}}},{}],871:[function(t,e,r){"use strict";var n=t("../../../components/color"),i=t("../../cartesian/layout_attributes"),a=t("../../../lib/extend").extendFlat,o=t("../../../plot_api/edit_types").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:"boolean",dflt:!0},spikesides:{valType:"boolean",dflt:!0},spikethickness:{valType:"number",min:0,dflt:2},spikecolor:{valType:"color",dflt:n.defaultLine},showbackground:{valType:"boolean",dflt:!1},backgroundcolor:{valType:"color",dflt:"rgba(204, 204, 204, 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204, 204)"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},"plot","from-root")},{"../../../components/color":639,"../../../lib/extend":766,"../../../plot_api/edit_types":809,"../../cartesian/layout_attributes":842}],872:[function(t,e,r){"use strict";var n=t("tinycolor2").mix,i=t("../../../lib"),a=t("../../../plot_api/plot_template"),o=t("./axis_attributes"),s=t("../../cartesian/type_defaults"),l=t("../../cartesian/axis_defaults"),c=["xaxis","yaxis","zaxis"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h("gridcolor",n(f.color,r.bgColor,13600/187).toRgbString()),h("title.text",d[0]),f.setScale=i.noop,h("showspikes")&&(h("spikesides"),h("spikethickness"),h("spikecolor",f.color)),h("showaxeslabels"),h("showbackground")&&h("backgroundcolor")}}},{"../../../lib":776,"../../../plot_api/plot_template":816,"../../cartesian/axis_defaults":829,"../../cartesian/type_defaults":853,"./axis_attributes":871,tinycolor2:572}],873:[function(t,e,r){"use strict";var n=t("../../../lib/str2rgbarray"),i=t("../../../lib"),a=["xaxis","yaxis","zaxis"];function 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o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,"font"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),"showline"in o&&(this.lineEnable[r]=o.showline),"linecolor"in o&&(this.lineColor[r]=n(o.linecolor)),"linewidth"in o&&(this.lineWidth[r]=o.linewidth),"showgrid"in o&&(this.gridEnable[r]=o.showgrid),"gridcolor"in o&&(this.gridColor[r]=n(o.gridcolor)),"gridwidth"in o&&(this.gridWidth[r]=o.gridwidth),"log"===o.type?this.zeroEnable[r]=!1:"zeroline"in o&&(this.zeroEnable[r]=o.zeroline),"zerolinecolor"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),"zerolinewidth"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),"ticks"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,"ticklen"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),"tickcolor"in o&&(this.lineTickColor[r]=n(o.tickcolor)),"tickwidth"in o&&(this.lineTickWidth[r]=o.tickwidth),"tickangle"in o&&(this.tickAngle[r]="auto"===o.tickangle?-3600:Math.PI*-o.tickangle/180),"showticklabels"in o&&(this.tickEnable[r]=o.showticklabels),"tickfont"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),"mirror"in o?-1!==["ticks","all","allticks"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,"showbackground"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{"../../../lib":776,"../../../lib/str2rgbarray":801}],874:[function(t,e,r){"use strict";var n=t("../../../lib"),i=t("../../../components/color"),a=t("../../../registry"),o=t("../../subplot_defaults"),s=t("./axis_defaults"),l=t("./layout_attributes"),c=t("../../get_data").getSubplotData;function u(t,e,r,n){for(var o=r("bgcolor"),l=i.combine(o,n.paper_bgcolor),u=["up","center","eye"],f=0;f<u.length;f++)r("camera."+u[f]+".x"),r("camera."+u[f]+".y"),r("camera."+u[f]+".z");r("camera.projection.type");var h=!!r("aspectratio.x")&&!!r("aspectratio.y")&&!!r("aspectratio.z"),p=r("aspectmode",h?"manual":"auto");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},"manual"===p&&(e.aspectmode="auto"),t.aspectmode=e.aspectmode);var d=c(n.fullData,"gl3d",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod("annotations3d","handleDefaults")(t,e,n);var m=n.getDfltFromLayout("dragmode");if(!1!==m&&!m)if(m="orbit",t.camera&&t.camera.up){var g=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(g&&v&&y?y/Math.sqrt(g*g+v*v+y*y)>.999&&(m="turntable"):m="turntable")}else m="turntable";r("dragmode",m),r("hovermode",n.getDfltFromLayout("hovermode"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:"gl3d",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{"../../../components/color":639,"../../../lib":776,"../../../registry":904,"../../get_data":864,"../../subplot_defaults":898,"./axis_defaults":872,"./layout_attributes":875}],875:[function(t,e,r){"use strict";var n=t("./axis_attributes"),i=t("../../domain").attributes,a=t("../../../lib/extend").extendFlat,o=t("../../../lib").counterRegex;function s(t,e,r){return{x:{valType:"number",dflt:t,editType:"camera"},y:{valType:"number",dflt:e,editType:"camera"},z:{valType:"number",dflt:r,editType:"camera"},editType:"camera"}}e.exports={_arrayAttrRegexps:[o("scene",".annotations",!0)],bgcolor:{valType:"color",dflt:"rgba(0,0,0,0)",editType:"plot"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:"enumerated",values:["perspective","orthographic"],dflt:"perspective",editType:"calc"},editType:"calc"},editType:"camera"},domain:i({name:"scene",editType:"plot"}),aspectmode:{valType:"enumerated",values:["auto","cube","data","manual"],dflt:"auto",editType:"plot",impliedEdits:{"aspectratio.x":void 0,"aspectratio.y":void 0,"aspectratio.z":void 0}},aspectratio:{x:{valType:"number",min:0,editType:"plot",impliedEdits:{"^aspectmode":"manual"}},y:{valType:"number",min:0,editType:"plot",impliedEdits:{"^aspectmode":"manual"}},z:{valType:"number",min:0,editType:"plot",impliedEdits:{"^aspectmode":"manual"}},editType:"plot",impliedEdits:{aspectmode:"manual"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:"enumerated",values:["orbit","turntable","zoom","pan",!1],editType:"plot"},hovermode:{valType:"enumerated",values:["closest",!1],dflt:"closest",editType:"modebar"},uirevision:{valType:"any",editType:"none"},editType:"plot",_deprecated:{cameraposition:{valType:"info_array",editType:"camera"}}}},{"../../../lib":776,"../../../lib/extend":766,"../../domain":855,"./axis_attributes":871}],876:[function(t,e,r){"use strict";var n=t("../../../lib/str2rgbarray"),i=["xaxis","yaxis","zaxis"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{"../../../lib/str2rgbarray":801}],877:[function(t,e,r){"use strict";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if("auto"===u.tickmode){u.tickmode="linear";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],"date"===u.type&&(p[d].text=p[d].text.replace(/\<br\>/g," "));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t("../../cartesian/axes"),i=t("../../../lib"),a=["xaxis","yaxis","zaxis"],o=[0,0,0]},{"../../../lib":776,"../../cartesian/axes":827}],878:[function(t,e,r){"use strict";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],879:[function(t,e,r){"use strict";var n,i,a=t("gl-plot3d"),o=a.createCamera,s=a.createScene,l=t("webgl-context"),c=t("has-passive-events"),u=t("../../registry"),f=t("../../lib"),h=f.preserveDrawingBuffer(),p=t("../../plots/cartesian/axes"),d=t("../../components/fx"),m=t("../../lib/str2rgbarray"),g=t("../../lib/show_no_webgl_msg"),v=t("./project"),y=t("./layout/convert"),x=t("./layout/spikes"),b=t("./layout/tick_marks");function _(t,e){var r=document.createElement("div"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS("http://www.w3.org/2000/svg","svg");i.style.position="absolute",i.style.top=i.style.left="0px",i.style.width=i.style.height="100%",i.style["z-index"]=20,i.style["pointer-events"]="none",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position="absolute",r.style.top=r.style.left="0px",r.style.width=r.style.height="100%",n.appendChild(r),this.fullLayout=e,this.id=t.id||"scene",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod("annotations3d","convert"),this.drawAnnotations=u.getComponentMethod("annotations3d","draw"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement("canvas"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error("error creating static canvas/context for image server");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn(["webgl setup failed possibly due to","false preserveDrawingBuffer config.","The mobile/tablet device may not be detected by is-mobile module.","Enabling preserveDrawingBuffer in second attempt to create webgl scene..."].join(" "));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e="orthographic"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:"orbit"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+".camera"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+".aspectratio"]=t.glplot.getAspectratio(),"manual"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+".aspectmode"]="manual")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit("plotly_relayout",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener("mouseup",(function(){i(t)})),t.glplot.canvas.addEventListener("wheel",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener("mousemove",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit("plotly_relayouting",e)}})),t.staticMode||t.glplot.canvas.addEventListener("webglcontextlost",(function(r){e&&e.emit&&e.emit("plotly_webglcontextlost",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,"viewBox","0 0 "+s+" "+l),n.setAttributeNS(null,"width",s),n.setAttributeNS(null,"height",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c,u=Object.keys(e.traces),h=null,m=e.glplot.selection,g=0;g<u.length;++g)"skip"!==(t=e.traces[u[g]]).data.hoverinfo&&t.handlePick(m)&&(h=t),t.setContourLevels&&t.setContourLevels();function y(t,r,n){var i=e.fullSceneLayout[t+"axis"];return"log"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==h){var x=v(e.glplot.cameraParams,m.dataCoordinate);t=h.data;var _,w=r._fullData[t.index],T=m.index,k={xLabel:y("x",m.traceCoordinate[0],t.xhoverformat),yLabel:y("y",m.traceCoordinate[1],t.yhoverformat),zLabel:y("z",m.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(w,e.fullLayout,T),M=(A||"").split("+"),S=A&&"all"===A;w.hovertemplate||S||(-1===M.indexOf("x")&&(k.xLabel=void 0),-1===M.indexOf("y")&&(k.yLabel=void 0),-1===M.indexOf("z")&&(k.zLabel=void 0),-1===M.indexOf("text")&&(m.textLabel=void 0),-1===M.indexOf("name")&&(h.name=void 0));var E=[];"cone"===t.type||"streamtube"===t.type?(k.uLabel=y("x",m.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf("u"))&&E.push("u: "+k.uLabel),k.vLabel=y("y",m.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf("v"))&&E.push("v: "+k.vLabel),k.wLabel=y("z",m.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf("w"))&&E.push("w: "+k.wLabel),k.normLabel=m.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf("norm"))&&E.push("norm: "+k.normLabel),"streamtube"===t.type&&(k.divergenceLabel=m.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf("divergence"))&&E.push("divergence: "+k.divergenceLabel)),m.textLabel&&E.push(m.textLabel),_=E.join("<br>")):"isosurface"===t.type||"volume"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(m.traceCoordinate[3]),t.valuehoverformat),E.push("value: "+k.valueLabel),m.textLabel&&E.push(m.textLabel),_=E.join("<br>")):_=m.textLabel;var L={x:m.traceCoordinate[0],y:m.traceCoordinate[1],z:m.traceCoordinate[2],data:w._input,fullData:w,curveNumber:w.index,pointNumber:T};d.appendArrayPointValue(L,w,T),t._module.eventData&&(L=w._module.eventData(L,m,w,{},T));var C={points:[L]};if(e.fullSceneLayout.hovermode){var P=[];d.loneHover({trace:w,x:(.5+.5*x[0]/x[3])*s,y:(.5-.5*x[1]/x[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:_,name:h.name,color:d.castHoverOption(w,T,"bgcolor")||h.color,borderColor:d.castHoverOption(w,T,"bordercolor"),fontFamily:d.castHoverOption(w,T,"font.family"),fontSize:d.castHoverOption(w,T,"font.size"),fontColor:d.castHoverOption(w,T,"font.color"),nameLength:d.castHoverOption(w,T,"namelength"),textAlign:d.castHoverOption(w,T,"align"),hovertemplate:f.castOption(w,T,"hovertemplate"),hovertemplateLabels:f.extendFlat({},L,k),eventData:[L]},{container:n,gd:r,inOut_bbox:P}),L.bbox=P[0]}m.buttons&&m.distance<5?r.emit("plotly_click",C):r.emit("plotly_hover",C),c=C}else d.loneUnhover(n),r.emit("plotly_unhover",c);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error("Catastrophic and unrecoverable WebGL error. Context lost.")};requestAnimationFrame(e)};var k=["xaxis","yaxis","zaxis"];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+"calendar"],u=e["_"+o+"length"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(m(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,g=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,M=w._trace.data._pad||0;"ErrorBars"===w.constructor.name&&s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],T[0][a]/h[a]-M),g[1][a]=Math.max(g[1][a],T[1][a]/h[a]+M)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if("rangemode"in s&&"tozero"===s.rangemode&&(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]>g[1][a])g[0][a]=-1,g[1][a]=1;else{var L=g[1][a]-g[0][a];g[0][a]-=L/32,g[1][a]+=L/32}if("reversed"===s.autorange){var C=g[0][a];g[0][a]=g[1][a],g[1][a]=C}}else{var P=s.range;g[0][a]=s.r2l(P[0]),g[1][a]=s.r2l(P[1])}g[0][a]===g[1][a]&&(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.setBounds(a,{min:g[0][a]*h[a],max:g[1][a]*h[a]})}var I=c.aspectmode;if("cube"===I)d=[1,1,1];else if("manual"===I){var O=c.aspectratio;d=[O.x,O.y,O.z]}else{if("auto"!==I&&"data"!==I)throw new Error("scene.js aspectRatio was not one of the enumerated types");var z=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];z[a]=Math.pow(D.acc,1/D.count)/h[a]}d="data"===I||Math.max.apply(null,z)/Math.min.apply(null,z)<=4?z:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position="absolute",B.left=F.l+R.x[0]*F.w+"px",B.top=F.t+(1-R.y[1])*F.h+"px",B.width=F.w*(R.x[1]-R.x[0])+"px",B.height=F.h*(R.y[1]-R.y[0])+"px"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener("wheel",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?"orthographic":"perspective"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),"orthographic"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+".camera").get();function n(t,e,r,n){var i=["up","center","eye"],a=["x","y","z"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+".aspectratio").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+".camera")).get(),p[this.id+".camera"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+".aspectratio")).get(),p[this.id+".aspectratio"]=o),u.call("_storeDirectGUIEdit",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+".camera").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+".aspectratio").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if("orbit"===t)r.mode="orbit",r.keyBindingMode="rotate";else if("turntable"===t){r.up=[0,0,1],r.mode="turntable",r.keyBindingMode="rotate";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+".camera.up",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call("_storeDirectGUIEdit",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t="png"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n<i;++n,--i)for(var a=0;a<e;++a)for(var o=0;o<4;++o){var s=4*(e*n+a)+o,l=4*(e*i+a)+o,c=t[s];t[s]=t[l],t[l]=c}}(a,r,i),function(t,e,r){for(var n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement("canvas");o.width=r,o.height=i;var s,l=o.getContext("2d"),c=l.createImageData(r,i);switch(c.data.set(a),l.putImageData(c,0,0),t){case"jpeg":s=o.toDataURL("image/jpeg");break;case"webp":s=o.toDataURL("image/webp");break;default:s=o.toDataURL("image/png")}return this.staticMode&&this.container.removeChild(n),s},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this._mockAxis={type:"linear",showexponent:"all",exponentformat:"B"},p.setConvert(this._mockAxis,t)},e.exports=_},{"../../components/fx":679,"../../lib":776,"../../lib/show_no_webgl_msg":798,"../../lib/str2rgbarray":801,"../../plots/cartesian/axes":827,"../../registry":904,"./layout/convert":873,"./layout/spikes":876,"./layout/tick_marks":877,"./project":878,"gl-plot3d":312,"has-passive-events":426,"webgl-context":602}],880:[function(t,e,r){"use strict";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],881:[function(t,e,r){"use strict";var n=t("./font_attributes"),i=t("./animation_attributes"),a=t("../components/color/attributes"),o=t("../components/shapes/draw_newshape/attributes"),s=t("./pad_attributes"),l=t("../lib/extend").extendFlat,c=n({editType:"calc"});c.family.dflt='"Open Sans", verdana, arial, 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n=t("../../lib/sort_object_keys"),i='\xa9 <a target="_blank" href="https://www.openstreetmap.org/copyright">OpenStreetMap</a> contributors',a=['\xa9 <a target="_blank" href="https://carto.com/">Carto</a>',i].join(" "),o=['Map tiles by <a target="_blank" href="https://stamen.com">Stamen Design</a>','under <a target="_blank" href="https://creativecommons.org/licenses/by/3.0">CC BY 3.0</a>',"|",'Data by <a target="_blank" href="https://openstreetmap.org">OpenStreetMap</a> contributors','under <a target="_blank" href="https://www.openstreetmap.org/copyright">ODbL</a>'].join(" "),s={"open-street-map":{id:"osm",version:8,sources:{"plotly-osm-tiles":{type:"raster",attribution:i,tiles:["https://a.tile.openstreetmap.org/{z}/{x}/{y}.png","https://b.tile.openstreetmap.org/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-osm-tiles",type:"raster",source:"plotly-osm-tiles",minzoom:0,maxzoom:22}]},"white-bg":{id:"white-bg",version:8,sources:{},layers:[{id:"white-bg",type:"background",paint:{"background-color":"#FFFFFF"},minzoom:0,maxzoom:22}]},"carto-positron":{id:"carto-positron",version:8,sources:{"plotly-carto-positron":{type:"raster",attribution:a,tiles:["https://cartodb-basemaps-c.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-carto-positron",type:"raster",source:"plotly-carto-positron",minzoom:0,maxzoom:22}]},"carto-darkmatter":{id:"carto-darkmatter",version:8,sources:{"plotly-carto-darkmatter":{type:"raster",attribution:a,tiles:["https://cartodb-basemaps-c.global.ssl.fastly.net/dark_all/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-carto-darkmatter",type:"raster",source:"plotly-carto-darkmatter",minzoom:0,maxzoom:22}]},"stamen-terrain":{id:"stamen-terrain",version:8,sources:{"plotly-stamen-terrain":{type:"raster",attribution:o,tiles:["https://stamen-tiles.a.ssl.fastly.net/terrain/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-terrain",type:"raster",source:"plotly-stamen-terrain",minzoom:0,maxzoom:22}]},"stamen-toner":{id:"stamen-toner",version:8,sources:{"plotly-stamen-toner":{type:"raster",attribution:o,tiles:["https://stamen-tiles.a.ssl.fastly.net/toner/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-toner",type:"raster",source:"plotly-stamen-toner",minzoom:0,maxzoom:22}]},"stamen-watercolor":{id:"stamen-watercolor",version:8,sources:{"plotly-stamen-watercolor":{type:"raster",attribution:['Map tiles by <a target="_blank" href="https://stamen.com">Stamen Design</a>','under <a target="_blank" href="https://creativecommons.org/licenses/by/3.0">CC BY 3.0</a>',"|",'Data by <a target="_blank" href="https://openstreetmap.org">OpenStreetMap</a> contributors','under <a target="_blank" href="https://creativecommons.org/licenses/by-sa/3.0">CC BY SA</a>'].join(" "),tiles:["https://stamen-tiles.a.ssl.fastly.net/watercolor/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-watercolor",type:"raster",source:"plotly-stamen-watercolor",minzoom:0,maxzoom:22}]}},l=n(s);e.exports={requiredVersion:"1.10.1",styleUrlPrefix:"mapbox://styles/mapbox/",styleUrlSuffix:"v9",styleValuesMapbox:["basic","streets","outdoors","light","dark","satellite","satellite-streets"],styleValueDflt:"basic",stylesNonMapbox:s,styleValuesNonMapbox:l,traceLayerPrefix:"plotly-trace-layer-",layoutLayerPrefix:"plotly-layout-layer-",wrongVersionErrorMsg:["Your custom plotly.js bundle is not using the correct mapbox-gl 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16.59,8.09 14.74,6.25 Z m -2.27,4.09 -0.91,1.87 -0.9,-1.87 -1.86,-0.91 1.86,-0.9 0.9,-1.87 0.91,1.87 1.86,0.9 z" style="opacity:0.35;enable-background:new" class="st1"/%3E%3Cpolygon points="11.56,12.21 10.66,10.34 8.8,9.43 10.66,8.53 11.56,6.66 12.47,8.53 14.33,9.43 12.47,10.34 " style="opacity:0.9;fill:%23ffffff;enable-background:new" class="st0"/%3E%3C/g%3E%3C/svg%3E\')'}}},{"../../lib/sort_object_keys":799}],883:[function(t,e,r){"use strict";var n=t("../../lib");e.exports=function(t,e){var r=t.split(" "),i=r[0],a=r[1],o=n.isArrayOrTypedArray(e)?n.mean(e):e,s=.5+o/100,l=1.5+o/100,c=["",""],u=[0,0];switch(i){case"top":c[0]="top",u[1]=-l;break;case"bottom":c[0]="bottom",u[1]=l}switch(a){case"left":c[1]="right",u[0]=-s;break;case"right":c[1]="left",u[0]=s}return{anchor:c[0]&&c[1]?c.join("-"):c[0]?c[0]:c[1]?c[1]:"center",offset:u}}},{"../../lib":776}],884:[function(t,e,r){"use strict";var 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s=e[r[i]],h=s.domain,d=s._subplot.toImage("png");e._glimages.append("svg:image").attr({xmlns:l.svg,"xlink:href":d,x:n.l+n.w*h.x[0],y:n.t+n.h*(1-h.y[1]),width:n.w*(h.x[1]-h.x[0]),height:n.h*(h.y[1]-h.y[0]),preserveAspectRatio:"none"});var m=c.select(s._subplot.div);if(!(null===m.select(".mapboxgl-ctrl-logo").node().offsetParent)){var g=e._glimages.append("g");g.attr("transform",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),g.append("path").attr("d",p.mapboxLogo.path0).style({opacity:.9,fill:"#ffffff","enable-background":"new"}),g.append("path").attr("d",p.mapboxLogo.path1).style("opacity",.35).style("enable-background","new"),g.append("path").attr("d",p.mapboxLogo.path2).style("opacity",.35).style("enable-background","new"),g.append("polygon").attr("points",p.mapboxLogo.polygon).style({opacity:.9,fill:"#ffffff","enable-background":"new"})}var v=m.select(".mapboxgl-ctrl-attrib").text().replace("Improve this 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i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{"icon-image":i.icon+"-15","icon-size":i.iconsize/10,"text-field":i.text,"text-size":i.textfont.size,"text-anchor":o.anchor,"text-offset":o.offset,"symbol-placement":i.placement}),n.extendFlat(r,{"icon-color":t.color,"text-color":i.textfont.color,"text-opacity":t.opacity});break;case"raster":n.extendFlat(r,{"raster-fade-duration":0,"raster-opacity":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&"image"===this.sourceType&&"image"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup["layout-"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup["layout-"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};"geojson"===r?e="data":"vector"===r?e="string"==typeof 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n=t("../../components/color/attributes"),i=t("../domain").attributes,a=t("../cartesian/layout_attributes"),o=t("../../plot_api/edit_types").overrideAll,s=t("../../lib/extend").extendFlat,l={title:{text:a.title.text,font:a.title.font},color:a.color,tickmode:a.tickmode,nticks:s({},a.nticks,{dflt:6,min:1}),tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,showtickprefix:a.showtickprefix,tickprefix:a.tickprefix,showticksuffix:a.showticksuffix,ticksuffix:a.ticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,minexponent:a.minexponent,separatethousands:a.separatethousands,tickfont:a.tickfont,tickangle:a.tickangle,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:s({},a.showline,{dflt:!0}),linecolor:a.linecolor,linewidth:a.linewidth,showgrid:s({},a.showgrid,{dflt:!0}),gridcolor:a.gridcolor,gridwidth:a.gridwidth,layer:a.layer,min:{valType:"number",dflt:0,min:0},_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},c=e.exports=o({domain:i({name:"ternary"}),bgcolor:{valType:"color",dflt:n.background},sum:{valType:"number",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},"plot","from-root");c.uirevision={valType:"any",editType:"none"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:"any",editType:"none"}},{"../../components/color/attributes":638,"../../lib/extend":766,"../../plot_api/edit_types":809,"../cartesian/layout_attributes":842,"../domain":855}],902:[function(t,e,r){"use 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r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var i=0;i<t.length;i++){if(!1===t[i][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),p.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select("path").call(c.fill,r.bgcolor)},S.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId="clip"+this.layoutId+this.id,i=this.clipIdRelative="clip-relative"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,"clipPath",n,(function(t){t.append("path").attr("d","M0,0Z")})),this.clipDefRelative=o.ensureSingleById(t._clips,"clipPath",i,(function(t){t.append("path").attr("d","M0,0Z")})),this.plotContainer=o.ensureSingle(this.container,"g",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=["draglayer","plotbg","backplot","grids"];"below traces"===t.aaxis.layer&&r.push("aaxis","aline"),"below 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r,n,i,a,o,l,p=this,d=t.domain,m=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*m-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:"linear",range:[w+2*k-_,_-w-2*T],domain:[m-o/2,m+o/2],_id:"x"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:"linear",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:"y"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:"left",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:"free",position:0,_id:"y",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/template_attributes").hovertemplateAttrs,a=t("../../plots/attributes"),o=t("../scattermapbox/attributes"),s=t("../../lib/extend").extendFlat;e.exports=s({lon:o.lon,lat:o.lat,z:{valType:"data_array",editType:"calc"},radius:{valType:"number",editType:"plot",arrayOk:!0,min:1,dflt:30},below:{valType:"string",editType:"plot"},text:o.text,hovertext:o.hovertext,hoverinfo:s({},a.hoverinfo,{flags:["lon","lat","z","text","name"]}),hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},n("",{cLetter:"z",editTypeOverride:"calc"}))},{"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plots/attributes":823,"../../plots/template_attributes":899,"../scattermapbox/attributes":1256}],1029:[function(t,e,r){"use strict";var n=t("fast-isnumeric"),i=t("../../lib").isArrayOrTypedArray,a=t("../../constants/numerical").BADNUM,o=t("../../components/colorscale/calc"),s=t("../../lib")._;e.exports=function(t,e){for(var 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e=i.colormodel[t.colormodel],r=(e.colormodel||t.colormodel).length;t._sArray=[];for(var n=0;n<r;n++)e.min[n]!==t.zmin[n]||e.max[n]!==t.zmax[n]?t._sArray.push(c(t.zmin[n],(e.max[n]-e.min[n])/(t.zmax[n]-t.zmin[n]),e.min[n],e.max[n])):t._sArray.push(u(e.min[n],e.max[n]));return function(e){for(var n=e.slice(0,r),i=0;i<r;i++){var o=n[i];if(!a(o))return!1;n[i]=t._sArray[i](o)}return n}}(e),[{x0:m,y0:g,z:e.z,w:n,h:r}]}},{"../../lib":776,"../../plots/cartesian/axes":827,"./constants":1112,"./helpers":1115,"fast-isnumeric":242}],1112:[function(t,e,r){"use strict";e.exports={colormodel:{rgb:{min:[0,0,0],max:[255,255,255],fmt:function(t){return t.slice(0,3)},suffix:["","",""]},rgba:{min:[0,0,0,0],max:[255,255,255,1],fmt:function(t){return t.slice(0,4)},suffix:["","","",""]},rgba256:{colormodel:"rgba",zminDflt:[0,0,0,0],zmaxDflt:[255,255,255,255],min:[0,0,0,0],max:[255,255,255,1],fmt:function(t){return t.slice(0,4)},suffix:["","","",""]},hsl:{min:[0,0,0],max:[360,100,100],fmt:function(t){var e=t.slice(0,3);return e[1]=e[1]+"%",e[2]=e[2]+"%",e},suffix:["\xb0","%","%"]},hsla:{min:[0,0,0,0],max:[360,100,100,1],fmt:function(t){var e=t.slice(0,4);return e[1]=e[1]+"%",e[2]=e[2]+"%",e},suffix:["\xb0","%","%",""]}},pixelatedStyle:["image-rendering: optimizeSpeed","image-rendering: -moz-crisp-edges","image-rendering: -o-crisp-edges","image-rendering: -webkit-optimize-contrast","image-rendering: optimize-contrast","image-rendering: crisp-edges","image-rendering: pixelated",""].join("; ")}},{}],1113:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./attributes"),a=t("./constants"),o=t("../../snapshot/helpers").IMAGE_URL_PREFIX;e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r("source"),e.source&&!e.source.match(o)&&delete e.source,e._hasSource=!!e.source;var s,l=r("z");(e._hasZ=!(void 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n(r)}},{"../../snapshot/helpers":908,"buffer/":112,"probe-image-size/sync":503}],1116:[function(t,e,r){"use strict";var n=t("../../components/fx"),i=t("../../lib"),a=t("./constants");e.exports=function(t,e,r){var o=t.cd[0],s=o.trace,l=t.xa,c=t.ya;if(!(n.inbox(e-o.x0,e-(o.x0+o.w*s.dx),0)>0||n.inbox(r-o.y0,r-(o.y0+o.h*s.dy),0)>0)){var u,f=Math.floor((e-o.x0)/s.dx),h=Math.floor(Math.abs(r-o.y0)/s.dy);if(s._hasZ?u=o.z[h][f]:s._hasSource&&(u=s._canvas.el.getContext("2d").getImageData(f,h,1,1).data),u){var p,d=o.hi||s.hoverinfo;if(d){var m=d.split("+");-1!==m.indexOf("all")&&(m=["color"]),-1!==m.indexOf("color")&&(p=!0)}var g,v=a.colormodel[s.colormodel],y=v.colormodel||s.colormodel,x=y.length,b=s._scaler(u),_=v.suffix,w=[];(s.hovertemplate||p)&&(w.push("["+[b[0]+_[0],b[1]+_[1],b[2]+_[2]].join(", ")),4===x&&w.push(", "+b[3]+_[3]),w.push("]"),w=w.join(""),t.extraText=y.toUpperCase()+": "+w),Array.isArray(s.hovertext)&&Array.isArray(s.hovertext[h])?g=s.hovertext[h][f]:Array.isArray(s.text)&&Array.isArray(s.text[h])&&(g=s.text[h][f]);var T=c.c2p(o.y0+(h+.5)*s.dy),k=o.x0+(f+.5)*s.dx,A=o.y0+(h+.5)*s.dy,M="["+u.slice(0,s.colormodel.length).join(", ")+"]";return[i.extendFlat(t,{index:[h,f],x0:l.c2p(o.x0+f*s.dx),x1:l.c2p(o.x0+(f+1)*s.dx),y0:T,y1:T,color:b,xVal:k,xLabelVal:k,yVal:A,yLabelVal:A,zLabelVal:M,text:g,hovertemplateLabels:{zLabel:M,colorLabel:w,"color[0]Label":b[0]+_[0],"color[1]Label":b[1]+_[1],"color[2]Label":b[2]+_[2],"color[3]Label":b[3]+_[3]}})]}}}},{"../../components/fx":679,"../../lib":776,"./constants":1112}],1117:[function(t,e,r){"use 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d,m,g,v,y,x,b=l.z,_=l.x0,w=l.y0,T=l.w,k=l.h,A=c.dx,M=c.dy;for(x=0;void 0===d&&x<T;)d=u.c2p(_+x*A),x++;for(x=T;void 0===m&&x>0;)m=u.c2p(_+x*A),x--;for(x=0;void 0===v&&x<k;)v=f.c2p(w+x*M),x++;for(x=k;void 0===y&&x>0;)y=f.c2p(w+x*M),x--;if(m<d&&(g=m,m=d,d=g),y<v&&(g=v,v=y,y=g),!p){d=Math.max(-.5*u._length,d),m=Math.min(1.5*u._length,m),v=Math.max(-.5*f._length,v),y=Math.min(1.5*f._length,y)}var S=Math.round(m-d),E=Math.round(y-v);if(S<=0||E<=0){r.selectAll("image").data([]).exit().remove()}else{var L=r.selectAll("image").data([e]);L.enter().append("svg:image").attr({xmlns:o.svg,preserveAspectRatio:"none"}),L.exit().remove();var C=!1===c.zsmooth?s.pixelatedStyle:"";if(p){var P=i.simpleMap(u.range,u.r2l),I=i.simpleMap(f.range,f.r2l),O=P[1]<P[0],z=I[1]>I[0];if(O||z){var D=d+S/2,R=v+E/2;C+="transform:"+a(D+"px",R+"px")+"scale("+(O?-1:1)+","+(z?-1:1)+")"+a(-D+"px",-R+"px")+";"}}L.attr("style",C);var F=new Promise((function(t){if(c._hasZ)t();else if(c._hasSource)if(c._canvas&&c._canvas.el.width===T&&c._canvas.el.height===k&&c._canvas.source===c.source)t();else{var e=document.createElement("canvas");e.width=T,e.height=k;var r=e.getContext("2d");c._image=c._image||new Image;var n=c._image;n.onload=function(){r.drawImage(n,0,0),c._canvas={el:e,source:c.source},t()},n.setAttribute("src",c.source)}})).then((function(){var t;if(c._hasZ)t=B((function(t,e){return b[e][t]})).toDataURL("image/png");else if(c._hasSource)if(p)t=c.source;else{var e=c._canvas.el.getContext("2d").getImageData(0,0,T,k).data;t=B((function(t,r){var n=4*(r*T+t);return[e[n],e[n+1],e[n+2],e[n+3]]})).toDataURL("image/png")}L.attr({"xlink:href":t,height:E,width:S,x:d,y:v})}));t._promises.push(F)}function B(t){var e=document.createElement("canvas");e.width=S,e.height=E;var r,n=e.getContext("2d"),a=function(t){return i.constrain(Math.round(u.c2p(_+t*A)-d),0,S)},o=function(t){return i.constrain(Math.round(f.c2p(w+t*M)-v),0,E)},h=s.colormodel[c.colormodel],p=h.colormodel||c.colormodel,m=h.fmt;for(x=0;x<l.w;x++){var g=a(x),y=a(x+1);if(y!==g&&!isNaN(y)&&!isNaN(g))for(var b=0;b<l.h;b++){var T=o(b),k=o(b+1);k===T||isNaN(k)||isNaN(T)||!t(x,b)||(r=c._scaler(t(x,b)),n.fillStyle=r?p+"("+m(r).join(",")+")":"rgba(0,0,0,0)",n.fillRect(g,T,y-g,k-T))}}return e}}))}},{"../../constants/xmlns_namespaces":753,"../../lib":776,"./constants":1112,"@plotly/d3":58}],1119:[function(t,e,r){"use strict";var n=t("@plotly/d3");e.exports=function(t){n.select(t).selectAll(".im image").style("opacity",(function(t){return t[0].trace.opacity}))}},{"@plotly/d3":58}],1120:[function(t,e,r){"use strict";var n=t("../../lib/extend").extendFlat,i=t("../../lib/extend").extendDeep,a=t("../../plot_api/edit_types").overrideAll,o=t("../../plots/font_attributes"),s=t("../../components/color/attributes"),l=t("../../plots/domain").attributes,c=t("../../plots/cartesian/layout_attributes"),u=t("../../plot_api/plot_template").templatedArray,f=t("../../constants/delta.js"),h=t("../../plots/cartesian/axis_format_attributes").descriptionOnlyNumbers,p=o({editType:"plot",colorEditType:"plot"}),d={color:{valType:"color",editType:"plot"},line:{color:{valType:"color",dflt:s.defaultLine,editType:"plot"},width:{valType:"number",min:0,dflt:0,editType:"plot"},editType:"calc"},thickness:{valType:"number",min:0,max:1,dflt:1,editType:"plot"},editType:"calc"},m={valType:"info_array",items:[{valType:"number",editType:"plot"},{valType:"number",editType:"plot"}],editType:"plot"},g=u("step",i({},d,{range:m}));e.exports={mode:{valType:"flaglist",editType:"calc",flags:["number","delta","gauge"],dflt:"number"},value:{valType:"number",editType:"calc",anim:!0},align:{valType:"enumerated",values:["left","center","right"],editType:"plot"},domain:l({name:"indicator",trace:!0,editType:"calc"}),title:{text:{valType:"string",editType:"plot"},align:{valType:"enumerated",values:["left","center","right"],editType:"plot"},font:n({},p,{}),editType:"plot"},number:{valueformat:{valType:"string",dflt:"",editType:"plot",description:h("value")},font:n({},p,{}),prefix:{valType:"string",dflt:"",editType:"plot"},suffix:{valType:"string",dflt:"",editType:"plot"},editType:"plot"},delta:{reference:{valType:"number",editType:"calc"},position:{valType:"enumerated",values:["top","bottom","left","right"],dflt:"bottom",editType:"plot"},relative:{valType:"boolean",editType:"plot",dflt:!1},valueformat:{valType:"string",editType:"plot",description:h("value")},increasing:{symbol:{valType:"string",dflt:f.INCREASING.SYMBOL,editType:"plot"},color:{valType:"color",dflt:f.INCREASING.COLOR,editType:"plot"},editType:"plot"},decreasing:{symbol:{valType:"string",dflt:f.DECREASING.SYMBOL,editType:"plot"},color:{valType:"color",dflt:f.DECREASING.COLOR,editType:"plot"},editType:"plot"},font:n({},p,{}),editType:"calc"},gauge:{shape:{valType:"enumerated",editType:"plot",dflt:"angular",values:["angular","bullet"]},bar:i({},d,{color:{dflt:"green"}}),bgcolor:{valType:"color",editType:"plot"},bordercolor:{valType:"color",dflt:s.defaultLine,editType:"plot"},borderwidth:{valType:"number",min:0,dflt:1,editType:"plot"},axis:a({range:m,visible:n({},c.visible,{dflt:!0}),tickmode:c.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:n({},c.ticks,{dflt:"outside"}),ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,showticklabels:c.showticklabels,tickfont:o({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,minexponent:c.minexponent,showexponent:c.showexponent,editType:"plot"},"plot"),steps:g,threshold:{line:{color:n({},d.line.color,{}),width:n({},d.line.width,{dflt:1}),editType:"plot"},thickness:n({},d.thickness,{dflt:.85}),value:{valType:"number",editType:"calc",dflt:!1},editType:"plot"},editType:"plot"}}},{"../../components/color/attributes":638,"../../constants/delta.js":746,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plot_api/plot_template":816,"../../plots/cartesian/axis_format_attributes":830,"../../plots/cartesian/layout_attributes":842,"../../plots/domain":855,"../../plots/font_attributes":856}],1121:[function(t,e,r){"use 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n=t("../../lib"),i=t("./attributes"),a=t("../../plots/domain").defaults,o=t("../../plot_api/plot_template"),s=t("../../plots/array_container_defaults"),l=t("./constants.js"),c=t("../../plots/cartesian/tick_value_defaults"),u=t("../../plots/cartesian/tick_mark_defaults"),f=t("../../plots/cartesian/tick_label_defaults");function h(t,e){function r(r,a){return n.coerce(t,e,i.gauge.steps,r,a)}r("color"),r("line.color"),r("line.width"),r("range"),r("thickness")}e.exports={supplyDefaults:function(t,e,r,p){function d(r,a){return n.coerce(t,e,i,r,a)}a(e,p,d),d("mode"),e._hasNumber=-1!==e.mode.indexOf("number"),e._hasDelta=-1!==e.mode.indexOf("delta"),e._hasGauge=-1!==e.mode.indexOf("gauge");var m=d("value");e._range=[0,"number"==typeof m?1.5*m:1];var g,v,y,x,b,_,w=new Array(2);function T(t,e){return n.coerce(y,x,i.gauge,t,e)}function k(t,e){return n.coerce(b,_,i.gauge.axis,t,e)}if(e._hasNumber&&(d("number.valueformat"),d("number.font.color",p.font.color),d("number.font.family",p.font.family),d("number.font.size"),void 0===e.number.font.size&&(e.number.font.size=l.defaultNumberFontSize,w[0]=!0),d("number.prefix"),d("number.suffix"),g=e.number.font.size),e._hasDelta&&(d("delta.font.color",p.font.color),d("delta.font.family",p.font.family),d("delta.font.size"),void 0===e.delta.font.size&&(e.delta.font.size=(e._hasNumber?.5:1)*(g||l.defaultNumberFontSize),w[1]=!0),d("delta.reference",e.value),d("delta.relative"),d("delta.valueformat",e.delta.relative?"2%":""),d("delta.increasing.symbol"),d("delta.increasing.color"),d("delta.decreasing.symbol"),d("delta.decreasing.color"),d("delta.position"),v=e.delta.font.size),e._scaleNumbers=(!e._hasNumber||w[0])&&(!e._hasDelta||w[1])||!1,d("title.font.color",p.font.color),d("title.font.family",p.font.family),d("title.font.size",.25*(g||v||l.defaultNumberFontSize)),d("title.text"),e._hasGauge){(y=t.gauge)||(y={}),x=o.newContainer(e,"gauge"),T("shape"),(e._isBullet="bullet"===e.gauge.shape)||d("title.align","center"),(e._isAngular="angular"===e.gauge.shape)||d("align","center"),T("bgcolor",p.paper_bgcolor),T("borderwidth"),T("bordercolor"),T("bar.color"),T("bar.line.color"),T("bar.line.width"),T("bar.thickness",l.valueThickness*("bullet"===e.gauge.shape?.5:1)),s(y,x,{name:"steps",handleItemDefaults:h}),T("threshold.value"),T("threshold.thickness"),T("threshold.line.width"),T("threshold.line.color"),b={},y&&(b=y.axis||{}),_=o.newContainer(x,"axis"),k("visible"),e._range=k("range",e._range);var A={outerTicks:!0};c(b,_,k,"linear"),f(b,_,k,"linear",A),u(b,_,k,A)}else d("title.align","center"),d("align","center"),e._isAngular=e._isBullet=!1;e._length=null}}},{"../../lib":776,"../../plot_api/plot_template":816,"../../plots/array_container_defaults":822,"../../plots/cartesian/tick_label_defaults":849,"../../plots/cartesian/tick_mark_defaults":850,"../../plots/cartesian/tick_value_defaults":851,"../../plots/domain":855,"./attributes":1120,"./constants.js":1123}],1125:[function(t,e,r){"use strict";e.exports={moduleType:"trace",name:"indicator",basePlotModule:t("./base_plot"),categories:["svg","noOpacity","noHover"],animatable:!0,attributes:t("./attributes"),supplyDefaults:t("./defaults").supplyDefaults,calc:t("./calc").calc,plot:t("./plot"),meta:{}}},{"./attributes":1120,"./base_plot":1121,"./calc":1122,"./defaults":1124,"./plot":1126}],1126:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("d3-interpolate").interpolate,a=t("d3-interpolate").interpolateNumber,o=t("../../lib"),s=o.strScale,l=o.strTranslate,c=o.rad2deg,u=t("../../constants/alignment").MID_SHIFT,f=t("../../components/drawing"),h=t("./constants"),p=t("../../lib/svg_text_utils"),d=t("../../plots/cartesian/axes"),m=t("../../plots/cartesian/axis_defaults"),g=t("../../plots/cartesian/position_defaults"),v=t("../../plots/cartesian/layout_attributes"),y=t("../../components/color"),x={left:"start",center:"middle",right:"end"},b={left:0,center:.5,right:1},_=/[yzafpn\xb5mkMGTPEZY]/;function w(t){return t&&t.duration>0}function T(t){t.each((function(t){y.stroke(n.select(this),t.line.color)})).each((function(t){y.fill(n.select(this),t.color)})).style("stroke-width",(function(t){return t.line.width}))}function k(t,e,r){var n=t._fullLayout,i=o.extendFlat({type:"linear",ticks:"outside",range:r,showline:!0},e),a={type:"linear",_id:"x"+e._id},s={letter:"x",font:n.font,noHover:!0,noTickson:!0};function l(t,e){return o.coerce(i,a,v,t,e)}return m(i,a,l,s,n),g(i,a,l,s),a}function A(t,e,r){return[Math.min(e/t.width,r/t.height),t,e+"x"+r]}function M(t,e,r,i){var a=document.createElementNS("http://www.w3.org/2000/svg","text"),o=n.select(a);return o.text(t).attr("x",0).attr("y",0).attr("text-anchor",r).attr("data-unformatted",t).call(p.convertToTspans,i).call(f.font,e),f.bBox(o.node())}function S(t,e,r,n,i,a){var s="_cache"+e;t[s]&&t[s].key===i||(t[s]={key:i,value:r});var l=o.aggNums(a,null,[t[s].value,n],2);return t[s].value=l,l}e.exports=function(t,e,r,m){var g,v=t._fullLayout;w(r)&&m&&(g=m()),o.makeTraceGroups(v._indicatorlayer,e,"trace").each((function(e){var m,E,L,C,P,I=e[0].trace,O=n.select(this),z=I._hasGauge,D=I._isAngular,R=I._isBullet,F=I.domain,B={w:v._size.w*(F.x[1]-F.x[0]),h:v._size.h*(F.y[1]-F.y[0]),l:v._size.l+v._size.w*F.x[0],r:v._size.r+v._size.w*(1-F.x[1]),t:v._size.t+v._size.h*(1-F.y[1]),b:v._size.b+v._size.h*F.y[0]},N=B.l+B.w/2,j=B.t+B.h/2,U=Math.min(B.w/2,B.h),V=h.innerRadius*U,H=I.align||"center";if(E=j,z){if(D&&(m=N,E=j+U/2,L=function(t){return function(t,e){var r=Math.sqrt(t.width/2*(t.width/2)+t.height*t.height);return[e/r,t,e]}(t,.9*V)}),R){var q=h.bulletPadding,G=1-h.bulletNumberDomainSize+q;m=B.l+(G+(1-G)*b[H])*B.w,L=function(t){return A(t,(h.bulletNumberDomainSize-q)*B.w,B.h)}}}else m=B.l+b[H]*B.w,L=function(t){return A(t,B.w,B.h)};!function(t,e,r,i){var c,u,h,m=r[0].trace,g=i.numbersX,v=i.numbersY,T=m.align||"center",A=x[T],E=i.transitionOpts,L=i.onComplete,C=o.ensureSingle(e,"g","numbers"),P=[];m._hasNumber&&P.push("number");m._hasDelta&&(P.push("delta"),"left"===m.delta.position&&P.reverse());var I=C.selectAll("text").data(P);function O(e,r,n,i){if(!e.match("s")||n>=0==i>=0||r(n).slice(-1).match(_)||r(i).slice(-1).match(_))return r;var a=e.slice().replace("s","f").replace(/\d+/,(function(t){return parseInt(t)-1})),o=k(t,{tickformat:a});return function(t){return Math.abs(t)<1?d.tickText(o,t).text:r(t)}}I.enter().append("text"),I.attr("text-anchor",(function(){return A})).attr("class",(function(t){return t})).attr("x",null).attr("y",null).attr("dx",null).attr("dy",null),I.exit().remove();var z,D=m.mode+m.align;m._hasDelta&&(z=function(){var e=k(t,{tickformat:m.delta.valueformat},m._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=function(t){return m.delta.relative?t.relativeDelta:t.delta},s=function(t,e){return 0===t||"number"!=typeof t||isNaN(t)?"-":(t>0?m.delta.increasing.symbol:m.delta.decreasing.symbol)+e(t)},l=function(t){return t.delta>=0?m.delta.increasing.color:m.delta.decreasing.color};void 0===m._deltaLastValue&&(m._deltaLastValue=o(r[0]));var c=C.select("text.delta");function h(){c.text(s(o(r[0]),i)).call(y.fill,l(r[0])).call(p.convertToTspans,t)}return c.call(f.font,m.delta.font).call(y.fill,l({delta:m._deltaLastValue})),w(E)?c.transition().duration(E.duration).ease(E.easing).tween("text",(function(){var t=n.select(this),e=o(r[0]),c=m._deltaLastValue,u=O(m.delta.valueformat,i,c,e),f=a(c,e);return m._deltaLastValue=e,function(e){t.text(s(f(e),u)),t.call(y.fill,l({delta:f(e)}))}})).each("end",(function(){h(),L&&L()})).each("interrupt",(function(){h(),L&&L()})):h(),u=M(s(o(r[0]),i),m.delta.font,A,t),c}(),D+=m.delta.position+m.delta.font.size+m.delta.font.family+m.delta.valueformat,D+=m.delta.increasing.symbol+m.delta.decreasing.symbol,h=u);m._hasNumber&&(!function(){var e=k(t,{tickformat:m.number.valueformat},m._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=m.number.suffix,s=m.number.prefix,l=C.select("text.number");function u(){var e="number"==typeof r[0].y?s+i(r[0].y)+o:"-";l.text(e).call(f.font,m.number.font).call(p.convertToTspans,t)}w(E)?l.transition().duration(E.duration).ease(E.easing).each("end",(function(){u(),L&&L()})).each("interrupt",(function(){u(),L&&L()})).attrTween("text",(function(){var t=n.select(this),e=a(r[0].lastY,r[0].y);m._lastValue=r[0].y;var l=O(m.number.valueformat,i,r[0].lastY,r[0].y);return function(r){t.text(s+l(e(r))+o)}})):u(),c=M(s+i(r[0].y)+o,m.number.font,A,t)}(),D+=m.number.font.size+m.number.font.family+m.number.valueformat+m.number.suffix+m.number.prefix,h=c);if(m._hasDelta&&m._hasNumber){var R,F,B=[(c.left+c.right)/2,(c.top+c.bottom)/2],N=[(u.left+u.right)/2,(u.top+u.bottom)/2],j=.75*m.delta.font.size;"left"===m.delta.position&&(R=S(m,"deltaPos",0,-1*(c.width*b[m.align]+u.width*(1-b[m.align])+j),D,Math.min),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:u.left+R,right:c.right,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),"right"===m.delta.position&&(R=S(m,"deltaPos",0,c.width*(1-b[m.align])+u.width*b[m.align]+j,D,Math.max),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:c.left,right:u.right+R,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),"bottom"===m.delta.position&&(R=null,F=u.height,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height,bottom:c.bottom+u.height}),"top"===m.delta.position&&(R=null,F=c.top,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height-u.height,bottom:c.bottom}),z.attr({dx:R,dy:F})}(m._hasNumber||m._hasDelta)&&C.attr("transform",(function(){var t=i.numbersScaler(h);D+=t[2];var e,r=S(m,"numbersScale",1,t[0],D,Math.min);m._scaleNumbers||(r=1),e=m._isAngular?v-r*h.bottom:v-r*(h.top+h.bottom)/2,m._numbersTop=r*h.top+e;var n=h[T];"center"===T&&(n=(h.left+h.right)/2);var a=g-r*n;return a=S(m,"numbersTranslate",0,a,D,Math.max),l(a,e)+s(r)}))}(t,O,e,{numbersX:m,numbersY:E,numbersScaler:L,transitionOpts:r,onComplete:g}),z&&(C={range:I.gauge.axis.range,color:I.gauge.bgcolor,line:{color:I.gauge.bordercolor,width:0},thickness:1},P={range:I.gauge.axis.range,color:"rgba(0, 0, 0, 0)",line:{color:I.gauge.bordercolor,width:I.gauge.borderwidth},thickness:1});var Y=O.selectAll("g.angular").data(D?e:[]);Y.exit().remove();var W=O.selectAll("g.angularaxis").data(D?e:[]);W.exit().remove(),D&&function(t,e,r,a){var o,s,f,h,p=r[0].trace,m=a.size,g=a.radius,v=a.innerRadius,y=a.gaugeBg,x=a.gaugeOutline,b=[m.l+m.w/2,m.t+m.h/2+g/2],_=a.gauge,A=a.layer,M=a.transitionOpts,S=a.onComplete,E=Math.PI/2;function L(t){var e=p.gauge.axis.range[0],r=(t-e)/(p.gauge.axis.range[1]-e)*Math.PI-E;return r<-E?-E:r>E?E:r}function C(t){return n.svg.arc().innerRadius((v+g)/2-t/2*(g-v)).outerRadius((v+g)/2+t/2*(g-v)).startAngle(-E)}function P(t){t.attr("d",(function(t){return C(t.thickness).startAngle(L(t.range[0])).endAngle(L(t.range[1]))()}))}_.enter().append("g").classed("angular",!0),_.attr("transform",l(b[0],b[1])),A.enter().append("g").classed("angularaxis",!0).classed("crisp",!0),A.selectAll("g.xangularaxistick,path,text").remove(),(o=k(t,p.gauge.axis)).type="linear",o.range=p.gauge.axis.range,o._id="xangularaxis",o.ticklabeloverflow="allow",o.setScale();var I=function(t){return(o.range[0]-t.x)/(o.range[1]-o.range[0])*Math.PI+Math.PI},O={},z=d.makeLabelFns(o,0).labelStandoff;O.xFn=function(t){var e=I(t);return Math.cos(e)*z},O.yFn=function(t){var e=I(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*u)},O.anchorFn=function(t){var e=I(t),r=Math.cos(e);return Math.abs(r)<.1?"middle":r>0?"start":"end"},O.heightFn=function(t,e,r){var n=I(t);return-.5*(1+Math.sin(n))*r};var D=function(t){return l(b[0]+g*Math.cos(t),b[1]-g*Math.sin(t))};f=function(t){return D(I(t))};if(s=d.calcTicks(o),h=d.getTickSigns(o)[2],o.visible){h="inside"===o.ticks?-1:1;var R=(o.linewidth||1)/2;d.drawTicks(t,o,{vals:s,layer:A,path:"M"+h*R+",0h"+h*o.ticklen,transFn:function(t){var e=I(t);return D(e)+"rotate("+-c(e)+")"}}),d.drawLabels(t,o,{vals:s,layer:A,transFn:f,labelFns:O})}var F=[y].concat(p.gauge.steps),B=_.selectAll("g.bg-arc").data(F);B.enter().append("g").classed("bg-arc",!0).append("path"),B.select("path").call(P).call(T),B.exit().remove();var N=C(p.gauge.bar.thickness),j=_.selectAll("g.value-arc").data([p.gauge.bar]);j.enter().append("g").classed("value-arc",!0).append("path");var U=j.select("path");w(M)?(U.transition().duration(M.duration).ease(M.easing).each("end",(function(){S&&S()})).each("interrupt",(function(){S&&S()})).attrTween("d",(V=N,H=L(r[0].lastY),q=L(r[0].y),function(){var t=i(H,q);return function(e){return V.endAngle(t(e))()}})),p._lastValue=r[0].y):U.attr("d","number"==typeof r[0].y?N.endAngle(L(r[0].y)):"M0,0Z");var V,H,q;U.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var Y=_.selectAll("g.threshold-arc").data(F);Y.enter().append("g").classed("threshold-arc",!0).append("path"),Y.select("path").call(P).call(T),Y.exit().remove();var W=_.selectAll("g.gauge-outline").data([x]);W.enter().append("g").classed("gauge-outline",!0).append("path"),W.select("path").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var X=O.selectAll("g.bullet").data(R?e:[]);X.exit().remove();var Z=O.selectAll("g.bulletaxis").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,m=n.gaugeBg,g=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append("g").classed("bullet",!0),f.attr("transform",l(v.l,v.t)),p.enter().append("g").classed("bulletaxis",!0).classed("crisp",!0),p.selectAll("g.xbulletaxistick,path,text").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id="xbulletaxis",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:"inside"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr("width",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr("x",(function(t){return i.c2p(t.range[0])})).attr("y",(function(t){return.5*(1-t.thickness)*A})).attr("height",(function(t){return t.thickness*A}))}var C=[m].concat(u.gauge.steps),P=f.selectAll("g.bg-bullet").data(C);P.enter().append("g").classed("bg-bullet",!0).append("rect"),P.select("rect").call(L).call(T),P.exit().remove();var I=f.selectAll("g.value-bullet").data([u.gauge.bar]);I.enter().append("g").classed("value-bullet",!0).append("rect"),I.select("rect").attr("height",M).attr("y",(A-M)/2).call(T),w(b)?I.select("rect").transition().duration(b.duration).ease(b.easing).each("end",(function(){_&&_()})).each("interrupt",(function(){_&&_()})).attr("width",Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y)))):I.select("rect").attr("width","number"==typeof r[0].y?Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y))):0);I.exit().remove();var O=r.filter((function(){return u.gauge.threshold.value||0===u.gauge.threshold.value})),z=f.selectAll("g.threshold-bullet").data(O);z.enter().append("g").classed("threshold-bullet",!0).append("line"),z.select("line").attr("x1",i.c2p(u.gauge.threshold.value)).attr("x2",i.c2p(u.gauge.threshold.value)).attr("y1",(1-u.gauge.threshold.thickness)/2*A).attr("y2",(1-(1-u.gauge.threshold.thickness)/2)*A).call(y.stroke,u.gauge.threshold.line.color).style("stroke-width",u.gauge.threshold.line.width),z.exit().remove();var D=f.selectAll("g.gauge-outline").data([g]);D.enter().append("g").classed("gauge-outline",!0).append("rect"),D.select("rect").call(L).call(T),D.exit().remove()}(t,0,e,{gauge:X,layer:Z,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var J=O.selectAll("text.title").data(e);J.exit().remove(),J.enter().append("text").classed("title",!0),J.attr("text-anchor",(function(){return R?x.right:x[I.title.align]})).text(I.title.text).call(f.font,I.title.font).call(p.convertToTspans,t),J.attr("transform",(function(){var t,e=B.l+B.w*b[I.title.align],r=h.titlePadding,n=f.bBox(J.node());if(z){if(D)if(I.gauge.axis.visible)t=f.bBox(W.node()).top-r-n.bottom;else t=B.t+B.h/2-U/2-n.bottom-r;R&&(t=E-(n.top+n.bottom)/2,e=B.l-h.bulletPadding*B.w)}else t=I._numbersTop-r-n.bottom;return l(e,t)}))}))}},{"../../components/color":639,"../../components/drawing":661,"../../constants/alignment":744,"../../lib":776,"../../lib/svg_text_utils":802,"../../plots/cartesian/axes":827,"../../plots/cartesian/axis_defaults":829,"../../plots/cartesian/layout_attributes":842,"../../plots/cartesian/position_defaults":845,"./constants":1123,"@plotly/d3":58,"d3-interpolate":164}],1127:[function(t,e,r){"use strict";var n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../mesh3d/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c=t("../../plot_api/edit_types").overrideAll;var 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i._trace=a,a.update(e),t.glplot.add(i),a}}},{"../../components/colorscale":651,"../../lib/gl_format_color":772,"../../lib/str2rgbarray":801,"../../plots/gl3d/zip3":880,"gl-mesh3d":303}],1130:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../registry"),a=t("./attributes"),o=t("../../components/colorscale/defaults");function s(t,e,r,n,a){var s=a("isomin"),l=a("isomax");null!=l&&null!=s&&s>l&&(e.isomin=null,e.isomax=null);var c=a("x"),u=a("y"),f=a("z"),h=a("value");c&&c.length&&u&&u.length&&f&&f.length&&h&&h.length?(i.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y","z"],n),a("valuehoverformat"),["x","y","z"].forEach((function(t){a(t+"hoverformat");var e="caps."+t;a(e+".show")&&a(e+".fill");var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../surface/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat;e.exports=l({x:{valType:"data_array",editType:"calc+clearAxisTypes"},y:{valType:"data_array",editType:"calc+clearAxisTypes"},z:{valType:"data_array",editType:"calc+clearAxisTypes"},i:{valType:"data_array",editType:"calc"},j:{valType:"data_array",editType:"calc"},k:{valType:"data_array",editType:"calc"},text:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertext:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertemplate:a({editType:"calc"}),xhoverformat:i("x"),yhoverformat:i("y"),zhoverformat:i("z"),delaunayaxis:{valType:"enumerated",values:["x","y","z"],dflt:"z",editType:"calc"},alphahull:{valType:"number",dflt:-1,editType:"calc"},intensity:{valType:"data_array",editType:"calc"},intensitymode:{valType:"enumerated",values:["vertex","cell"],dflt:"vertex",editType:"calc"},color:{valType:"color",editType:"calc"},vertexcolor:{valType:"data_array",editType:"calc"},facecolor:{valType:"data_array",editType:"calc"},transforms:void 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n=t("../../components/colorscale/calc");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:"",cLetter:"c"})}},{"../../components/colorscale/calc":647}],1134:[function(t,e,r){"use strict";var n=t("gl-mesh3d"),i=t("delaunay-triangulate"),a=t("alpha-shape"),o=t("convex-hull"),s=t("../../lib/gl_format_color").parseColorScale,l=t("../../lib/str2rgbarray"),c=t("../../components/colorscale").extractOpts,u=t("../../plots/gl3d/zip3");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name="",this.color="#fff",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function m(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function g(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},h.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,f=t.x.length,h=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,f)||!g(t.j,f)||!g(t.k,f))return;n=u(m(t.i),m(t.j),m(t.k))}else n=0===t.alphahull?o(h):t.alphahull>0?a(t.alphahull,h):function(t,e){for(var r=["x","y","z"].indexOf(t),n=[],a=e.length,o=0;o<a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,h);var v={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color="#fff";var x=t.intensitymode;v[x+"Intensity"]=t.intensity,v[x+"IntensityBounds"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new f(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{"../../components/colorscale":651,"../../lib/gl_format_color":772,"../../lib/str2rgbarray":801,"../../plots/gl3d/zip3":880,"alpha-shape":71,"convex-hull":137,"delaunay-triangulate":172,"gl-mesh3d":303}],1135:[function(t,e,r){"use strict";var n=t("../../registry"),i=t("../../lib"),a=t("../../components/colorscale/defaults"),o=t("./attributes");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function c(t){var e=t.map((function(t){var e=l(t);return e&&i.isArrayOrTypedArray(e)?e:null}));return e.every((function(t){return t&&t.length===e[0].length}))&&e}c(["x","y","z"])?(c(["i","j","k"]),(!e.i||e.j&&e.k)&&(!e.j||e.k&&e.i)&&(!e.k||e.i&&e.j)?(n.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y","z"],s),["lighting.ambient","lighting.diffuse","lighting.specular","lighting.roughness","lighting.fresnel","lighting.vertexnormalsepsilon","lighting.facenormalsepsilon","lightposition.x","lightposition.y","lightposition.z","flatshading","alphahull","delaunayaxis","opacity"].forEach((function(t){l(t)})),l("contour.show")&&(l("contour.color"),l("contour.width")),"intensity"in t?(l("intensity"),l("intensitymode"),a(t,e,s,l,{prefix:"",cLetter:"c"})):(e.showscale=!1,"facecolor"in t?l("facecolor"):"vertexcolor"in 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n=t("../../lib").extendFlat,i=t("../scatter/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../components/drawing/attributes").dash,s=t("../../components/fx/attributes"),l=t("../../constants/delta.js"),c=l.INCREASING.COLOR,u=l.DECREASING.COLOR,f=i.line;function h(t){return{line:{color:n({},f.color,{dflt:t}),width:f.width,dash:o,editType:"style"},editType:"style"}}e.exports={xperiod:i.xperiod,xperiod0:i.xperiod0,xperiodalignment:i.xperiodalignment,xhoverformat:a("x"),yhoverformat:a("y"),x:{valType:"data_array",editType:"calc+clearAxisTypes"},open:{valType:"data_array",editType:"calc"},high:{valType:"data_array",editType:"calc"},low:{valType:"data_array",editType:"calc"},close:{valType:"data_array",editType:"calc"},line:{width:n({},f.width,{}),dash:n({},o,{}),editType:"style"},increasing:h(c),decreasing:h(u),text:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertext:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},tickwidth:{valType:"number",min:0,max:.5,dflt:.3,editType:"calc"},hoverlabel:n({},s.hoverlabel,{split:{valType:"boolean",dflt:!1,editType:"style"}})}},{"../../components/drawing/attributes":660,"../../components/fx/attributes":670,"../../constants/delta.js":746,"../../lib":776,"../../plots/cartesian/axis_format_attributes":830,"../scatter/attributes":1191}],1138:[function(t,e,r){"use 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r=a.getFromId(t,e.xaxis),i=a.getFromId(t,e.yaxis),s=function(t,e,r){var i=r._minDiff;if(!i){var a,s=t._fullData,l=[];for(i=1/0,a=0;a<s.length;a++){var c=s[a];if("ohlc"===c.type&&!0===c.visible&&c.xaxis===e._id){l.push(c);var u=e.makeCalcdata(c,"x");c._origX=u;var f=o(r,e,"x",u).vals;c._xcalc=f;var h=n.distinctVals(f).minDiff;h&&isFinite(h)&&(i=Math.min(i,h))}}for(i===1/0&&(i=1),a=0;a<l.length;a++)l[a]._minDiff=i}return i*r.tickwidth}(t,r,e),u=e._minDiff;e._minDiff=null;var f=e._origX;e._origX=null;var h=e._xcalc;e._xcalc=null;var p=c(t,e,f,h,i,l);return e._extremes[r._id]=a.findExtremes(r,h,{vpad:u/2}),p.length?(n.extendFlat(p[0].t,{wHover:u/2,tickLen:s}),p):[{t:{empty:!0}}]},calcCommon:c}},{"../../constants/numerical":752,"../../lib":776,"../../plots/cartesian/align_period":824,"../../plots/cartesian/axes":827}],1139:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./ohlc_defaults"),a=t("../scatter/period_defaults"),o=t("./attributes");function 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n=t("@plotly/d3"),i=t("../../lib");e.exports=function(t,e,r,a){var o=e.yaxis,s=e.xaxis,l=!!s.rangebreaks;i.makeTraceGroups(a,r,"trace ohlc").each((function(t){var e=n.select(this),r=t[0],a=r.t;if(!0!==r.trace.visible||a.empty)e.remove();else{var c=a.tickLen,u=e.selectAll("path").data(i.identity);u.enter().append("path"),u.exit().remove(),u.attr("d",(function(t){if(t.empty)return"M0,0Z";var e=s.c2p(t.pos-c,!0),r=s.c2p(t.pos+c,!0),n=l?(e+r)/2:s.c2p(t.pos,!0);return"M"+e+","+o.c2p(t.o,!0)+"H"+n+"M"+n+","+o.c2p(t.h,!0)+"V"+o.c2p(t.l,!0)+"M"+r+","+o.c2p(t.c,!0)+"H"+n}))}}))}},{"../../lib":776,"@plotly/d3":58}],1144:[function(t,e,r){"use strict";e.exports=function(t,e){var r,n=t.cd,i=t.xaxis,a=t.yaxis,o=[],s=n[0].t.bPos||0;if(!1===e)for(r=0;r<n.length;r++)n[r].selected=0;else for(r=0;r<n.length;r++){var l=n[r];e.contains([i.c2p(l.pos+s),a.c2p(l.yc)],null,l.i,t)?(o.push({pointNumber:l.i,x:i.c2d(l.pos),y:a.c2d(l.yc)}),l.selected=1):l.selected=0}return o}},{}],1145:[function(t,e,r){"use 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n=t("../../lib/extend").extendFlat,i=t("../../plots/attributes"),a=t("../../plots/font_attributes"),o=t("../../components/colorscale/attributes"),s=t("../../plots/template_attributes").hovertemplateAttrs,l=t("../../plots/domain").attributes,c=n({editType:"calc"},o("line",{editTypeOverride:"calc"}),{shape:{valType:"enumerated",values:["linear","hspline"],dflt:"linear",editType:"plot"},hovertemplate:s({editType:"plot",arrayOk:!1},{keys:["count","probability"]})});e.exports={domain:l({name:"parcats",trace:!0,editType:"calc"}),hoverinfo:n({},i.hoverinfo,{flags:["count","probability"],editType:"plot",arrayOk:!1}),hoveron:{valType:"enumerated",values:["category","color","dimension"],dflt:"category",editType:"plot"},hovertemplate:s({editType:"plot",arrayOk:!1},{keys:["count","probability","category","categorycount","colorcount","bandcolorcount"]}),arrangement:{valType:"enumerated",values:["perpendicular","freeform","fixed"],dflt:"perpendicular",editType:"plot"},bundlecolors:{valType:"boolean",dflt:!0,editType:"plot"},sortpaths:{valType:"enumerated",values:["forward","backward"],dflt:"forward",editType:"plot"},labelfont:a({editType:"calc"}),tickfont:a({editType:"calc"}),dimensions:{_isLinkedToArray:"dimension",label:{valType:"string",editType:"calc"},categoryorder:{valType:"enumerated",values:["trace","category 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h(t,e,r,i){var a=t.map(F.bind(0,e,r)),o=i.selectAll("g.parcatslayer").data([null]);o.enter().append("g").attr("class","parcatslayer").style("pointer-events","all");var u=o.selectAll("g.trace.parcats").data(a,p),h=u.enter().append("g").attr("class","trace parcats");u.attr("transform",(function(t){return l(t.x,t.y)})),h.append("g").attr("class","paths");var y=u.select("g.paths").selectAll("path.path").data((function(t){return t.paths}),p);y.attr("fill",(function(t){return t.model.color}));var x=y.enter().append("path").attr("class","path").attr("stroke-opacity",0).attr("fill",(function(t){return t.model.color})).attr("fill-opacity",0);_(x),y.attr("d",(function(t){return t.svgD})),x.empty()||y.sort(m),y.exit().remove(),y.on("mouseover",g).on("mouseout",v).on("click",b),h.append("g").attr("class","dimensions");var w=u.select("g.dimensions").selectAll("g.dimension").data((function(t){return t.dimensions}),p);w.enter().append("g").attr("class","dimension"),w.attr("transform",(function(t){return l(t.x,0)})),w.exit().remove();var A=w.selectAll("g.category").data((function(t){return t.categories}),p),M=A.enter().append("g").attr("class","category");A.attr("transform",(function(t){return l(0,t.y)})),M.append("rect").attr("class","catrect").attr("pointer-events","none"),A.select("rect.catrect").attr("fill","none").attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})),T(M);var S=A.selectAll("rect.bandrect").data((function(t){return t.bands}),p);S.each((function(){s.raiseToTop(this)})),S.attr("fill",(function(t){return t.color}));var E=S.enter().append("rect").attr("class","bandrect").attr("stroke-opacity",0).attr("fill",(function(t){return t.color})).attr("fill-opacity",0);S.attr("fill",(function(t){return t.color})).attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})).attr("y",(function(t){return t.y})).attr("cursor",(function(t){return"fixed"===t.parcatsViewModel.arrangement?"default":"perpendicular"===t.parcatsViewModel.arrangement?"ns-resize":"move"})),k(E),S.exit().remove(),M.append("text").attr("class","catlabel").attr("pointer-events","none");var z=e._fullLayout.paper_bgcolor;A.select("text.catlabel").attr("text-anchor",(function(t){return d(t)?"start":"end"})).attr("alignment-baseline","middle").style("text-shadow",f.makeTextShadow(z)).style("fill","rgb(0, 0, 0)").attr("x",(function(t){return d(t)?t.width+5:-5})).attr("y",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append("text").attr("class","dimlabel"),A.select("text.dimlabel").attr("text-anchor","middle").attr("alignment-baseline","baseline").attr("cursor",(function(t){return"fixed"===t.parcatsViewModel.arrangement?"default":"ew-resize"})).attr("x",(function(t){return t.width/2})).attr("y",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll("rect.bandrect").on("mouseover",L).on("mouseout",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on("dragstart",P).on("drag",I).on("dragend",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll("g.paths").selectAll("path.path"),t.dimensionSelection=n.select(this).selectAll("g.dimensions").selectAll("g.dimension")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function m(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")){s.raiseToTop(this),w(n.select(this));var e=y(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit("plotly_hover",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf("none")){var i,a,l,c=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),m=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=c&&c<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],v=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+v.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=u.mostReadable(t.model.color,["black","white"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf("count")&&S.push(["Count:",M.countLabel].join(" ")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf("probability")&&S.push(["P:",M.probabilityLabel].join(" "));var E=S.join("<br>"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+m.left,y:_-d.top+m.top,text:E,color:t.model.color,borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontSize:10,fontColor:T,idealAlign:L<b?"right":"left",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function v(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(m),-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip"))){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit("plotly_unhover",{points:e,event:n.event,constraints:r})}}function y(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit("plotly_click",{points:e,event:n.event,constraints:r})}}function _(t){t.attr("fill",(function(t){return t.model.color})).attr("fill-opacity",.6).attr("stroke","lightgray").attr("stroke-width",.2).attr("stroke-opacity",1)}function w(t){t.attr("fill-opacity",.8).attr("stroke",(function(t){return u.mostReadable(t.model.color,["black","white"])})).attr("stroke-width",.3)}function T(t){t.select("rect.catrect").attr("stroke","black").attr("stroke-width",1).attr("stroke-opacity",1)}function k(t){t.attr("stroke","black").attr("stroke-width",.2).attr("stroke-opacity",1).attr("fill-opacity",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll("rect.bandrect"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,y(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,y(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select("rect.catrect"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a="left"):(i=c.left+c.width,a="right");var m=u.model.count,g=u.model.categoryLabel,v=m/u.parcatsViewModel.model.count,y={countLabel:m,categoryLabel:g,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf("count")&&x.push(["Count:",y.countLabel].join(" ")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf("probability")&&x.push(["P("+y.categoryLabel+"):",y.probabilityLabel].join(" "));var b=x.join("<br>");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:"lightgray",borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontSize:12,fontColor:"black",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:y,eventData:[{data:p._input,fullData:p,count:m,category:g,probability:v}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron;if("color"===l?(!function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll("rect.bandrect").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr("stroke","black").attr("stroke-width",1.5)}))}(this),S(this,"plotly_hover",n.event)):(!function(t){n.select(t.parentNode).selectAll("rect.bandrect").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select("rect.catrect").attr("stroke","black").attr("stroke-width",2.5)}(this),M(this,"plotly_hover",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf("none"))"category"===l?e=E(r,a,this):"color"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),c=n.select(r).datum(),f=c.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,m=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a="left"):(i=l.left+l.width,a="right");var g=f.model.categoryLabel,v=c.parcatsViewModel.model.count,y=0;c.categoryViewModel.bands.forEach((function(t){t.color===c.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===c.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf("count")&&A.push(["Count:",k.countLabel].join(" ")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf("probability")&&(A.push("P(color \u2229 "+g+"): "+k.probabilityLabel),A.push("P("+g+" | color): "+w.toFixed(3)),A.push("P(color | "+g+"): "+T.toFixed(3)));var M=A.join("<br>"),S=u.mostReadable(c.color,["black","white"]);return{trace:d,x:o*(i-e.left),y:s*(m-e.top),text:M,color:c.color,borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,a,this):"dimension"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll("g.category").select("rect.catrect").each((function(){i.push(E(t,e,this))})),i}(r,a,this)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(_(e.pathSelection),T(e.dimensionSelection.selectAll("g.category")),k(e.dimensionSelection.selectAll("g.category").selectAll("rect.bandrect")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(m),-1===e.hoverinfoItems.indexOf("skip"))){"color"===t.parcatsViewModel.hoveron?S(this,"plotly_unhover",n.event):M(this,"plotly_unhover",n.event)}}function P(t){"fixed"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll("g.category").select("rect.catrect").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll("rect.bandrect").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if("fixed"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||"freeform"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),D(t.parcatsViewModel)}}function O(t){if("fixed"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll("text").attr("font-weight","normal");var e={},r=z(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e["dimensions["+i+"].displayindex"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e["dimensions["+t.model.containerInd+"].categoryarray"]=[u],e["dimensions["+t.model.containerInd+"].ticktext"]=[f],e["dimensions["+t.model.containerInd+"].categoryorder"]="array"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")&&!t.dragHasMoved&&t.potentialClickBand&&("color"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,"plotly_click",n.event.sourceEvent):M(t.potentialClickBand,"plotly_click",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease("cubic-in-out").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each("end",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function D(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr("d",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll("g.category").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr("transform",(function(t){return l(t.x,0)})),r(i).attr("transform",(function(t){return l(0,t.y)})),i.select(".dimlabel").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(".catlabel").attr("text-anchor",(function(t){return d(t)?"start":"end"})).attr("x",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r="start"):(e=-5,r="end"),n.select(this).selectAll("tspan").attr("x",e).attr("text-anchor",r)}));var a=i.selectAll("rect.bandrect").data((function(t){return t.bands}),p),o=a.enter().append("rect").attr("class","bandrect").attr("cursor","move").attr("stroke-opacity",0).attr("fill",(function(t){return t.color})).attr("fill-opacity",0);a.attr("fill",(function(t){return t.color})).attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})).attr("y",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n="all"===o.hoverinfo?["count","probability"]:(o.hoverinfo||"").split("+");var m={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(m),N(m)),m}function B(t,e,r,n,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u="M "+t[0]+","+e[0];for(u+="l"+r[0]+",0 ",s=1;s<r.length;s++)u+="C"+l[s-1]+","+e[s-1]+" "+c[s-1]+","+e[s]+" "+t[s]+","+e[s],u+="l"+r[s]+",0 ";for(u+="l0,"+n+" ",u+="l -"+r[r.length-1]+",0 ",s=r.length-2;s>=0;s--)u+="C"+c[s]+","+(e[s+1]+n)+" "+l[s]+","+(e[s]+n)+" "+(t[s]+r[s])+","+(e[s]+n),u+="l-"+r[s]+",0 ";return u+="Z"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return"backward"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),m=0;m<c.length;m++){var g,v=c[m];g=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=i[b][_],T=a[b];x[T]=n[T][w],n[T][w]+=g;var k=t.dimensions[T].categories[w],A=k.bands.length,M=k.bands[A-1];if(void 0===M||v.rawColor!==M.rawColor){var S=void 0===M?0:M.y+M.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:g,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[A-1];E.height+=g,E.count+=v.count}}y="hspline"===t.pathShape?B(s,x,l,g,.5):B(s,x,l,g,0),h[m]={key:v.valueInds[0],model:v,height:g,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=h}function j(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var i=e[n].dimensionInd,a=t.model.dimensions[i];r.push(U(t,a))}t.dimensions=r}function U(t,e){var r,n=t.model.dimensions.length,i=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*i;var a,o,s,l,c,u=[],f=t.model.maxCats,h=e.categories.length,p=e.count,d=t.height-8*(f-1),m=8*(f-h)/2,g=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(g.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<h;c++)l=g[c].categoryInd,o=e.categories[l],a=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:a,y:null!==o.dragY?o.dragY:m,bands:[],parcatsViewModel:t},m=m+a+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){h(r,t,n,e)}},{"../../components/drawing":661,"../../components/fx":679,"../../lib":776,"../../lib/svg_text_utils":802,"../../plot_api/plot_api":813,"@plotly/d3":58,"d3-interpolate":164,tinycolor2:572}],1152:[function(t,e,r){"use strict";var n=t("./parcats");e.exports=function(t,e,r,i){var a=t._fullLayout,o=a._paper,s=a._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,i)}},{"./parcats":1151}],1153:[function(t,e,r){"use strict";var n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/layout_attributes"),a=t("../../plots/font_attributes"),o=t("../../plots/domain").attributes,s=t("../../lib/extend").extendFlat,l=t("../../plot_api/plot_template").templatedArray;e.exports={domain:o({name:"parcoords",trace:!0,editType:"plot"}),labelangle:{valType:"angle",dflt:0,editType:"plot"},labelside:{valType:"enumerated",values:["top","bottom"],dflt:"top",editType:"plot"},labelfont:a({editType:"plot"}),tickfont:a({editType:"plot"}),rangefont:a({editType:"plot"}),dimensions:l("dimension",{label:{valType:"string",editType:"plot"},tickvals:s({},i.tickvals,{editType:"plot"}),ticktext:s({},i.ticktext,{editType:"plot"}),tickformat:s({},i.tickformat,{editType:"plot"}),visible:{valType:"boolean",dflt:!0,editType:"plot"},range:{valType:"info_array",items:[{valType:"number",editType:"plot"},{valType:"number",editType:"plot"}],editType:"plot"},constraintrange:{valType:"info_array",freeLength:!0,dimensions:"1-2",items:[{valType:"any",editType:"plot"},{valType:"any",editType:"plot"}],editType:"plot"},multiselect:{valType:"boolean",dflt:!0,editType:"plot"},values:{valType:"data_array",editType:"calc"},editType:"calc"}),line:s({editType:"calc"},n("line",{colorscaleDflt:"Viridis",autoColorDflt:!1,editTypeOverride:"calc"}))}},{"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plot_api/plot_template":816,"../../plots/cartesian/layout_attributes":842,"../../plots/domain":855,"../../plots/font_attributes":856}],1154:[function(t,e,r){"use strict";var n=t("./constants"),i=t("@plotly/d3"),a=t("../../lib/gup").keyFun,o=t("../../lib/gup").repeat,s=t("../../lib").sorterAsc,l=t("../../lib").strTranslate,c=n.bar.snapRatio;function u(t,e){return t*(1-c)+e*c}var f=n.bar.snapClose;function h(t,e){return t*(1-f)+e*f}function p(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var i=t?-1:1,a=0,o=e.length-1;if(i<0){var s=a;a=o,o=s}for(var l=e[a],c=l,f=a;i*f<i*o;f+=i){var p=f+i,d=e[p];if(i*r<i*h(l,d))return u(l,c);if(i*r<i*d||p===o)return u(d,l);c=l,l=d}}function d(t){t.attr("x",-n.bar.captureWidth/2).attr("width",n.bar.captureWidth)}function m(t){t.attr("visibility","visible").style("visibility","visible").attr("fill","yellow").attr("opacity",0)}function g(t){if(!t.brush.filterSpecified)return"0,"+t.height;for(var e,r,n,i=v(t.brush.filter.getConsolidated(),t.height),a=[0],o=i.length?i[0][0]:null,s=0;s<i.length;s++)r=(e=i[s])[1]-e[0],a.push(o),a.push(r),(n=s+1)<i.length&&(o=i[n][0]-e[1]);return a.push(t.height),a}function v(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function y(){i.select(document.body).style("cursor",null)}function x(t){t.attr("stroke-dasharray",g)}function b(t,e){var r=i.select(t).selectAll(".highlight, .highlight-shadow");x(e?r.transition().duration(n.bar.snapDuration).each("end",e):r)}function _(t,e){var r,i=t.brush,a=NaN,o={};if(i.filterSpecified){var s=t.height,l=i.filter.getConsolidated(),c=v(l,s),u=NaN,f=NaN,h=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(f=r?r-1:NaN,p&&p[0]>e){h=r;break}}if(a=u,isNaN(a)&&(a=isNaN(f)||isNaN(h)?isNaN(f)?h:f:e-c[f][1]<c[h][0]-e?f:h),!isNaN(a)){var d=c[a],m=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?"n":e<=.9*t[0]+.1*t[1]?"s":"ns"}(d,e);m&&(o.interval=l[a],o.intervalPix=d,o.region=m)}}if(t.ordinal&&!o.region){var g=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<g.length;r++){var x=[.25*g[Math.max(r-1,0)]+.75*g[r],.25*g[Math.min(r+1,g.length-1)]+.75*g[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function w(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.brush.svgBrush;a.wasDragged=!0,a._dragging=!0,a.grabbingBar?a.newExtent=[r-a.grabPoint,r+a.barLength-a.grabPoint].map(e.unitToPaddedPx.invert):a.newExtent=[a.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,a.extent=a.stayingIntervals.concat([a.newExtent]),a.brushCallback(e),b(t.parentNode)}function T(t,e){var r=_(e,e.height-i.mouse(t)[1]-2*n.verticalPadding),a="crosshair";r.clickableOrdinalRange?a="pointer":r.region&&(a=r.region+"-resize"),i.select(document.body).style("cursor",a)}function k(t){t.on("mousemove",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on("mouseleave",(function(t){t.parent.inBrushDrag||y()})).call(i.behavior.drag().on("dragstart",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar="ns"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l["s"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on("drag",(function(t){w(this,t)})).on("dragend",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function A(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(A)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e){var r=t.selectAll("."+n.cn.axisBrush).data(o,a);r.enter().append("g").classed(n.cn.axisBrush,!0),function(t,e){var r=t.selectAll(".background").data(o);r.enter().append("rect").classed("background",!0).call(d).call(m).style("pointer-events","auto").attr("transform",l(0,n.verticalPadding)),r.call(k).attr("height",(function(t){return t.height-n.verticalPadding}));var i=t.selectAll(".highlight-shadow").data(o);i.enter().append("line").classed("highlight-shadow",!0).attr("x",-n.bar.width/2).attr("stroke-width",n.bar.width+n.bar.strokeWidth).attr("stroke",e).attr("opacity",n.bar.strokeOpacity).attr("stroke-linecap","butt"),i.attr("y1",(function(t){return t.height})).call(x);var a=t.selectAll(".highlight").data(o);a.enter().append("line").classed("highlight",!0).attr("x",-n.bar.width/2).attr("stroke-width",n.bar.width-n.bar.strokeWidth).attr("stroke",n.bar.fillColor).attr("opacity",n.bar.fillOpacity).attr("stroke-linecap","butt"),a.attr("y1",(function(t){return t.height})).call(x)}(r,e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{"../../lib":776,"../../lib/gup":773,"./constants":1157,"@plotly/d3":58}],1155:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../plots/get_data").getModuleCalcData,a=t("./plot"),o=t("../../constants/xmlns_namespaces");r.name="parcoords",r.plot=function(t){var e=i(t.calcdata,"parcoords")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has("parcoords"),a=e._has&&e._has("parcoords");i&&!a&&(n._paperdiv.selectAll(".parcoords").remove(),n._glimages.selectAll("*").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(".svg-container");r.filter((function(t,e){return e===r.size()-1})).selectAll(".gl-canvas-context, .gl-canvas-focus").each((function(){var t=this.toDataURL("image/png");e.append("svg:image").attr({xmlns:o.svg,"xlink:href":t,preserveAspectRatio:"none",x:0,y:0,width:this.style.width,height:this.style.height})})),window.setTimeout((function(){n.selectAll("#filterBarPattern").attr("id","filterBarPattern")}),60)}},{"../../constants/xmlns_namespaces":753,"../../plots/get_data":864,"./plot":1164,"@plotly/d3":58}],1156:[function(t,e,r){"use strict";var n=t("../../lib").isArrayOrTypedArray,i=t("../../components/colorscale"),a=t("../../lib/gup").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,"line")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:"line",cLetter:"c"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},{"../../components/colorscale":651,"../../lib":776,"../../lib/gup":773}],1157:[function(t,e,r){"use strict";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:["contextLineLayer","focusLineLayer","pickLineLayer"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:"#777",bar:{width:4,captureWidth:10,fillColor:"magenta",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:"axis-extent-text",parcoordsLineLayers:"parcoords-line-layers",parcoordsLineLayer:"parcoords-lines",parcoords:"parcoords",parcoordsControlView:"parcoords-control-view",yAxis:"y-axis",axisOverlays:"axis-overlays",axis:"axis",axisHeading:"axis-heading",axisTitle:"axis-title",axisExtent:"axis-extent",axisExtentTop:"axis-extent-top",axisExtentTopText:"axis-extent-top-text",axisExtentBottom:"axis-extent-bottom",axisExtentBottomText:"axis-extent-bottom-text",axisBrush:"axis-brush"},id:{filterBarPattern:"filter-bar-pattern"}}},{}],1158:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../components/colorscale/helpers").hasColorscale,a=t("../../components/colorscale/defaults"),o=t("../../plots/domain").defaults,s=t("../../plots/array_container_defaults"),l=t("../../plots/cartesian/axes"),c=t("./attributes"),u=t("./axisbrush"),f=t("./constants").maxDimensionCount,h=t("./merge_length");function p(t,e,r,i){function a(r,i){return n.coerce(t,e,c.dimensions,r,i)}var o=a("values"),s=a("visible");if(o&&o.length||(s=e.visible=!1),s){a("label"),a("tickvals"),a("ticktext"),a("tickformat");var f=a("range");e._ax={_id:"y",type:"linear",showexponent:"all",exponentformat:"B",range:f},l.setConvert(e._ax,i.layout),a("multiselect");var h=a("constraintrange");h&&(e.constraintrange=u.cleanRanges(h,e))}}e.exports=function(t,e,r,l){function u(r,i){return n.coerce(t,e,c,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>f&&(n.log("parcoords traces support up to "+f+" dimensions at the moment"),d.splice(f));var m=s(t,e,{name:"dimensions",layout:l,handleItemDefaults:p}),g=function(t,e,r,o,s){var l=s("line.color",r);if(i(t,"line")&&n.isArrayOrTypedArray(l)){if(l.length)return s("line.colorscale"),a(t,e,o,s,{prefix:"line.",cLetter:"c"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(m)&&m.length||(e.visible=!1),h(e,m,"values",g);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,"labelfont",v),n.coerceFont(u,"tickfont",v),n.coerceFont(u,"rangefont",v),u("labelangle"),u("labelside")}},{"../../components/colorscale/defaults":649,"../../components/colorscale/helpers":650,"../../lib":776,"../../plots/array_container_defaults":822,"../../plots/cartesian/axes":827,"../../plots/domain":855,"./attributes":1153,"./axisbrush":1154,"./constants":1157,"./merge_length":1162}],1159:[function(t,e,r){"use strict";var n=t("../../lib").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!("visible"in t)}},{"../../lib":776}],1160:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults"),calc:t("./calc"),plot:t("./plot"),colorbar:{container:"line",min:"cmin",max:"cmax"},moduleType:"trace",name:"parcoords",basePlotModule:t("./base_plot"),categories:["gl","regl","noOpacity","noHover"],meta:{}}},{"./attributes":1153,"./base_plot":1155,"./calc":1156,"./defaults":1158,"./plot":1164}],1161:[function(t,e,r){"use strict";var n=t("glslify"),i=n(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor;\n\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\n               p17_20, p21_24, p25_28, p29_32,\n               p33_36, p37_40, p41_44, p45_48,\n               p49_52, p53_56, p57_60, colors;\n\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\n\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\nuniform float maskHeight;\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\nuniform vec4 contextColor;\nuniform sampler2D maskTexture, palette;\n\nbool isPick    = (drwLayer > 1.5);\nbool isContext = (drwLayer < 0.5);\n\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\n\nfloat val(mat4 p, mat4 v) {\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\n}\n\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\n    return y1 * (1.0 - ratio) + y2 * ratio;\n}\n\nint iMod(int a, int b) {\n    return a - b * (a / b);\n}\n\nbool fOutside(float p, float lo, float hi) {\n    return (lo < hi) && (lo > p || p > hi);\n}\n\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\n    return (\n        fOutside(p[0], lo[0], hi[0]) ||\n        fOutside(p[1], lo[1], hi[1]) ||\n        fOutside(p[2], lo[2], hi[2]) ||\n        fOutside(p[3], lo[3], hi[3])\n    );\n}\n\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\n    return (\n        vOutside(p[0], lo[0], hi[0]) ||\n        vOutside(p[1], lo[1], hi[1]) ||\n        vOutside(p[2], lo[2], hi[2]) ||\n        vOutside(p[3], lo[3], hi[3])\n    );\n}\n\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\n    return mOutside(A, loA, hiA) ||\n           mOutside(B, loB, hiB) ||\n           mOutside(C, loC, hiC) ||\n           mOutside(D, loD, hiD);\n}\n\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\n    mat4 pnts[4];\n    pnts[0] = A;\n    pnts[1] = B;\n    pnts[2] = C;\n    pnts[3] = D;\n\n    for(int i = 0; i < 4; ++i) {\n        for(int j = 0; j < 4; ++j) {\n            for(int k = 0; k < 4; ++k) {\n                if(0 == iMod(\n                    int(255.0 * texture2D(maskTexture,\n                        vec2(\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\n                        ))[3]\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\n                    2\n                )) return true;\n            }\n        }\n    }\n    return false;\n}\n\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\n    float x = 0.5 * sign(v) + 0.5;\n    float y = axisY(x, A, B, C, D);\n    float z = 1.0 - abs(v);\n\n    z += isContext ? 0.0 : 2.0 * float(\n        outsideBoundingBox(A, B, C, D) ||\n        outsideRasterMask(A, B, C, D)\n    );\n\n    return vec4(\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\n        z,\n        1.0\n    );\n}\n\nvoid main() {\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\n\n    float v = colors[3];\n\n    gl_Position = position(isContext, v, A, B, C, D);\n\n    fragColor =\n        isContext ? vec4(contextColor) :\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\n}\n"]),a=n(["precision highp float;\n#define GLSLIFY 1\n\nvarying vec4 fragColor;\n\nvoid main() {\n    gl_FragColor = fragColor;\n}\n"]),o=t("./constants").maxDimensionCount,s=t("../../lib"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:"rgba",type:"uint8",mag:"nearest",min:"nearest"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete 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I(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),g=l[0]?l[0].values.length:0;var e=r.lines,i=w?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var l=0;l<o;l++)i[a++]=l<e.length?e[l].paddedUnitValues[s]:.5;i[a++]=d(s,2),i[a++]=d(s,1),i[a++]=d(s,0),i[a++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return i}(g,l,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](m(n/4,e,r))}(E,g,a),_||w||(L=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var i,a,o,s=t.length,c=1/0,u=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<c&&(c=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>u&&(u=t[i].dim1.canvasX,o=i);0===s&&f(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var 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Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style["pointer-events"]="none",L.destroy(),b&&b.destroy(),E)E[e].destroy()},update:I}}},{"../../lib":776,"./constants":1157,glslify:424}],1162:[function(t,e,r){"use strict";e.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},{}],1163:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../lib"),a=i.numberFormat,o=t("color-rgba"),s=t("../../plots/cartesian/axes"),l=i.strRotate,c=i.strTranslate,u=t("../../lib/svg_text_utils"),f=t("../../components/drawing"),h=t("../../components/colorscale"),p=t("../../lib/gup"),d=p.keyFun,m=p.repeat,g=p.unwrap,v=t("./helpers"),y=t("./constants"),x=t("./axisbrush"),b=t("./lines");function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function 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n=t("fast-isnumeric"),i=t("../../lib"),a=t("./attributes"),o=t("../../plots/domain").defaults,s=t("../bar/defaults").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c("labels"),c("values")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c("label0"),c("dlabel")),f){e._length=f,c("marker.line.width")&&c("marker.line.color"),c("marker.colors"),c("scalegroup");var h,p=c("text"),d=c("texttemplate");if(d||(h=c("textinfo",Array.isArray(p)?"text+percent":"percent")),c("hovertext"),c("hovertemplate"),d||h&&"none"!==h){var m=c("textposition");s(t,e,n,c,m,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(m)||"auto"===m||"outside"===m)&&c("automargin"),("inside"===m||"auto"===m||Array.isArray(m))&&c("insidetextorientation")}o(e,n,c);var g=c("hole");if(c("title.text")){var v=c("title.position",g?"middle center":"top center");g||"middle center"!==v||(e.title.position="top center"),i.coerceFont(c,"title.font",n.font)}c("sort"),c("direction"),c("rotation"),c("pull")}else e.visible=!1}}},{"../../lib":776,"../../plots/domain":855,"../bar/defaults":918,"./attributes":1165,"fast-isnumeric":242}],1169:[function(t,e,r){"use strict";var n=t("../../components/fx/helpers").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),"funnelarea"===e.type&&(delete r.v,delete r.i),r}},{"../../components/fx/helpers":675}],1170:[function(t,e,r){"use strict";var n=t("../../lib");function i(t){return-1!==t.indexOf("e")?t.replace(/[.]?0+e/,"e"):-1!==t.indexOf(".")?t.replace(/[.]?0+$/,""):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+"%"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||""===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return("auto"===t?0:t)*Math.PI/180}},{"../../lib":776}],1171:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults").supplyDefaults,supplyLayoutDefaults:t("./layout_defaults"),layoutAttributes:t("./layout_attributes"),calc:t("./calc").calc,crossTraceCalc:t("./calc").crossTraceCalc,plot:t("./plot").plot,style:t("./style"),styleOne:t("./style_one"),moduleType:"trace",name:"pie",basePlotModule:t("./base_plot"),categories:["pie-like","pie","showLegend"],meta:{}}},{"./attributes":1165,"./base_plot":1166,"./calc":1167,"./defaults":1168,"./layout_attributes":1172,"./layout_defaults":1173,"./plot":1174,"./style":1175,"./style_one":1176}],1172:[function(t,e,r){"use strict";e.exports={hiddenlabels:{valType:"data_array",editType:"calc"},piecolorway:{valType:"colorlist",editType:"calc"},extendpiecolors:{valType:"boolean",dflt:!0,editType:"calc"}}},{}],1173:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./layout_attributes");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r("hiddenlabels"),r("piecolorway",e.colorway),r("extendpiecolors")}},{"../../lib":776,"./layout_attributes":1172}],1174:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../plots/plots"),a=t("../../components/fx"),o=t("../../components/color"),s=t("../../components/drawing"),l=t("../../lib"),c=l.strScale,u=l.strTranslate,f=t("../../lib/svg_text_utils"),h=t("../bar/uniform_text"),p=h.recordMinTextSize,d=h.clearMinTextSize,m=t("../bar/constants").TEXTPAD,g=t("./helpers"),v=t("./event_data"),y=t("../../lib").isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u="funnelarea"===c.type;"_hasHoverLabel"in c||(c._hasHoverLabel=!1),"_hasHoverEvent"in c||(c._hasHoverEvent=!1),t.on("mouseover",(function(t){var r=e._fullLayout,f=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:c._module},r,0)),"all"===h&&(h="label+text+value+percent+name"),f.hovertemplate||"none"!==h&&"skip"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),m=s+t.pxmid[1]*(1-p),y=r.separators,x=[];if(h&&-1!==h.indexOf("label")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf("text")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,y),h&&-1!==h.indexOf("value")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,y),h&&-1!==h.indexOf("percent")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:m,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:m-p*i.r,_y1:u?s+t.BL[1]:m+p*i.r,text:x.join("<br>"),name:f.hovertemplate||-1!==h.indexOf("name")?f.name:void 0,idealAlign:t.pxmid[0]<0?"left":"right",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit("plotly_hover",{points:[v(t,f)],event:n.event})}})),t.on("mouseout",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit("plotly_unhover",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on("click",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append("text").attr("data-notex",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f="horizontal"===u,h="tangential"===u,p="radial"===u,d="auto"===u,m=[];if(!d){var g,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a="tan"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,m.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)v(Math.PI*g,"tan");for(g=4;g>=-4;g-=2)v(Math.PI*(g+1),"tan")}if(f||p){for(g=4;g>=-4;g-=2)v(Math.PI*(g+1.5),"rad");for(g=4;g>=-4;g-=2)v(Math.PI*(g+.5),"rad")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;m.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a));for(var x=0,b=0,_=0;_<m.length;_++){var w=m[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return m[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf("top")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf("bottom")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf("left")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf("center")?f*=2:-1!==a.title.position.indexOf("right")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&"middle center"!==a.title.position&&(l-=P(i,e));var c=s/2,u=l/2;"funnelarea"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+I(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf("bottom")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if("pie"===i.type)l=r.r*r.r;else if("funnelarea"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;"funnelarea"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&"none"!==o){var s,c=o.split("+"),u=function(t){return-1!==c.indexOf(t)},f=u("label"),h=u("text"),p=u("value"),d=u("percent"),m=n.separators;if(s=f?[e.label]:[],h){var v=g.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(g.formatPieValue(e.v,m)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join("<br>")}if(a){var x=l.castOption(i,e.i,"texttemplate");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,"customdata")}}(e),_=g.getFirstFilled(i.text,e.pts);(y(_)||""===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=""}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d("pie",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,"trace").each((function(e){var h=n.select(this),d=e[0],m=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c="px0",u="px1";if("counterclockwise"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c="px1",u="px0"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,s+=l*r.v/2,n=z(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr("stroke-linejoin","round"),h.each((function(){var v=n.select(this).selectAll("g.slice").data(e);v.enter().append("g").classed("slice",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll("path,g").remove();else{i.pointNumber=i.i,i.curveNumber=m.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll("path.surface").data([i]);if(h.enter().append("path").classed("surface",!0).style({"pointer-events":"all"}),u.call(x,t,e),m.pull){var v=+g.castOption(m.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=m.hole;if(i.v===d.vTotal){var k="M"+(o+i.px0[0])+","+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+"Z";T?h.attr("d","M"+(o+T*i.px0[0])+","+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+"Z"+k):h.attr("d",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr("d","M"+(o+T*i.px1[0])+","+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+"l"+M*i.px0[0]+","+M*i.px0[1]+A+"Z")}else h.attr("d","M"+o+","+c+"l"+i.px0[0]+","+i.px0[1]+A+"Z")}D(t,i,d);var S=g.castOption(m.textposition,i.pts),E=u.selectAll("g.slicetext").data(i.text&&"none"!==S?[0]:[]);E.enter().append("g").classed("slicetext",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),"text","",(function(t){t.attr("data-notex",1)})),h=l.ensureUniformFontSize(t,"outside"===S?function(t,e,r){var n=g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,i=g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(m,i,r.font):b(m,i,r.font));u.text(i.text).attr({class:"slicetext",transform:"","text-anchor":"middle"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if("outside"===S)v=L(y,i);else if(v=w(y,i,d),"auto"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,m.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var A=v.targetY;i.yLabelMin=A-y.height/2,i.yLabelMid=A,i.yLabelMax=A+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(m.type,v,r),e[a].transform=v,u.attr("transform",l.getTextTransform(v))}))}function C(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return"a"+n*d.r+","+n*d.r+" 0 "+i.largeArc+(r?" 1 ":" 0 ")+a+","+o}}));var T=n.select(this).selectAll("g.titletext").data(m.title.text?[0]:[]);if(T.enter().append("g").classed("titletext",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),"text","",(function(t){t.attr("data-notex",1)})),i=m.title.text;m._meta&&(i=l.templateString(i,m._meta)),r.text(i).attr({class:"titletext",transform:"","text-anchor":"middle"}).call(s.font,m.title.font).call(f.convertToTspans,t),e="middle center"===m.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):C(d,a),r.attr("transform",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var i,c,u,h,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),d=n?t.yLabelMin:t.yLabelMax,m=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-d;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<f.length;c++)(u=f[c])===t||(g.castOption(e.pull,t.pts)||0)>=(g.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-d-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(m+t.labelExtraY-v)*l>0&&(i=3*s*Math.abs(c-f.indexOf(t)),(h=u.cxFinal+a(u.px0[0],u.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=h)))}for(n=0;n<2;n++)for(i=n?m:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(i),u=t[1-n][r],f=u.concat(c),p=[],h=0;h<c.length;h++)void 0!==c[h].yLabelMid&&p.push(c[h]);for(d=!1,h=0;n&&h<u.length;h++)if(void 0!==u[h].yLabelMid){d=u[h];break}for(h=0;h<p.length;h++){var x=h&&p[h-1];d&&!h&&(x=d),y(p[h],x)}}}(y,m),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select("g.slicetext text");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,i.attr("transform",l.getTextTransform(t.transform));var a=t.cxFinal+t.pxmid[0],s="M"+a+","+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(f)?s+="l"+f*t.pxmid[0]/t.pxmid[1]+","+f+"H"+(a+t.labelExtraX+c):s+="l"+t.labelExtraX+","+u+"v"+(f-u)+"h"+c}else s+="V"+(t.yLabelMid+t.labelExtraY)+"h"+c;l.ensureSingle(r,"path","textline").call(o.stroke,e.outsidetextfont.color).attr({"stroke-width":Math.min(2,e.outsidetextfont.size/8),d:s,fill:"none"})}else r.select("path.textline").remove()}))}(v,m),_&&m.automargin){var k=s.bBox(h.node()),A=m.domain,M=a.w*(A.x[1]-A.x[0]),S=a.h*(A.y[1]-A.y[0]),E=(.5*M-d.r)/a.w,P=(.5*S-d.r)/a.h;i.autoMargin(t,"pie."+m.uid+".automargin",{xl:A.x[0]-E,xr:A.x[1]+E,yb:A.y[0]-P,yt:A.y[1]+P,l:Math.max(d.cx-d.r-k.left,0),r:Math.max(k.right-(d.cx+d.r),0),b:Math.max(k.bottom-(d.cy+d.r),0),t:Math.max(d.cy-d.r-k.top,0),pad:5})}}))}));setTimeout((function(){h.selectAll("tspan").each((function(){var t=n.select(this);t.attr("dy")&&t.attr("dy",t.attr("dy"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:b,positionTitleOutside:C,prerenderTitles:_,layoutAreas:O,attachFxHandlers:x,computeTransform:R}},{"../../components/color":639,"../../components/drawing":661,"../../components/fx":679,"../../lib":776,"../../lib/svg_text_utils":802,"../../plots/plots":890,"../bar/constants":916,"../bar/uniform_text":930,"./event_data":1169,"./helpers":1170,"@plotly/d3":58}],1175:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("./style_one"),a=t("../bar/uniform_text").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(".trace");a(t,e,"pie"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll("path.surface").each((function(t){n.select(this).call(i,t,e)}))}))}},{"../bar/uniform_text":930,"./style_one":1176,"@plotly/d3":58}],1176:[function(t,e,r){"use strict";var n=t("../../components/color"),i=t("./helpers").castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style("stroke-width",s).call(n.fill,e.color).call(n.stroke,o)}},{"../../components/color":639,"./helpers":1170}],1177:[function(t,e,r){"use strict";var n=t("../scatter/attributes");e.exports={x:n.x,y:n.y,xy:{valType:"data_array",editType:"calc"},indices:{valType:"data_array",editType:"calc"},xbounds:{valType:"data_array",editType:"calc"},ybounds:{valType:"data_array",editType:"calc"},text:n.text,marker:{color:{valType:"color",arrayOk:!1,editType:"calc"},opacity:{valType:"number",min:0,max:1,dflt:1,arrayOk:!1,editType:"calc"},blend:{valType:"boolean",dflt:null,editType:"calc"},sizemin:{valType:"number",min:.1,max:2,dflt:.5,editType:"calc"},sizemax:{valType:"number",min:.1,dflt:20,editType:"calc"},border:{color:{valType:"color",arrayOk:!1,editType:"calc"},arearatio:{valType:"number",min:0,max:1,dflt:0,editType:"calc"},editType:"calc"},editType:"calc"},transforms:void 0}},{"../scatter/attributes":1191}],1178:[function(t,e,r){"use strict";var n=t("gl-pointcloud2d"),i=t("../../lib/str2rgbarray"),a=t("../../plots/cartesian/autorange").findExtremes,o=t("../scatter/get_trace_color");function s(t,e){this.scene=t,this.uid=e,this.type="pointcloud",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color="rgb(0, 0, 0)",this.name="",this.hoverinfo="all",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,f=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(f){if(n=f,e=f.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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n,i=y(e),a=i.trace,u=a.domain,f="h"===a.orientation,p=a.node.pad,d=a.node.thickness,m=t.width*(u.x[1]-u.x[0]),g=t.height*(u.y[1]-u.y[0]),v=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[m,g]:[g,m]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(v).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn("node.pad was reduced to ",n.nodePadding()," to fit within the figure."),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+":"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=c(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*m,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}if("snap"===a.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(v=k.nodes));n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:m,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?g:m,dragPerpendicular:f?m:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=c(e.color),i=e.source.label+"|"+e.target.label+"__"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,"top"===e.circularLinkType?"M "+n.targetX+" "+(n.targetY+r)+" L"+n.rightInnerExtent+" "+(n.targetY+r)+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightSmallArcRadius+r)+" 0 0 1 "+(n.rightFullExtent-r)+" "+(n.targetY-n.rightSmallArcRadius)+"L"+(n.rightFullExtent-r)+" "+n.verticalRightInnerExtent+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightLargeArcRadius+r)+" 0 0 1 "+n.rightInnerExtent+" "+(n.verticalFullExtent-r)+"L"+n.leftInnerExtent+" "+(n.verticalFullExtent-r)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftLargeArcRadius+r)+" 0 0 1 "+(n.leftFullExtent+r)+" "+n.verticalLeftInnerExtent+"L"+(n.leftFullExtent+r)+" "+(n.sourceY-n.leftSmallArcRadius)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftSmallArcRadius+r)+" 0 0 1 "+n.leftInnerExtent+" "+(n.sourceY+r)+"L"+n.sourceX+" "+(n.sourceY+r)+"L"+n.sourceX+" "+(n.sourceY-r)+"L"+n.leftInnerExtent+" "+(n.sourceY-r)+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftSmallArcRadius-r)+" 0 0 0 "+(n.leftFullExtent-r)+" "+(n.sourceY-n.leftSmallArcRadius)+"L"+(n.leftFullExtent-r)+" "+n.verticalLeftInnerExtent+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftLargeArcRadius-r)+" 0 0 0 "+n.leftInnerExtent+" "+(n.verticalFullExtent+r)+"L"+n.rightInnerExtent+" "+(n.verticalFullExtent+r)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightLargeArcRadius-r)+" 0 0 0 "+(n.rightFullExtent+r)+" "+n.verticalRightInnerExtent+"L"+(n.rightFullExtent+r)+" "+(n.targetY-n.rightSmallArcRadius)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightSmallArcRadius-r)+" 0 0 0 "+n.rightInnerExtent+" "+(n.targetY-r)+"L"+n.targetX+" "+(n.targetY-r)+"Z":"M "+n.targetX+" "+(n.targetY-r)+" L"+n.rightInnerExtent+" "+(n.targetY-r)+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightSmallArcRadius+r)+" 0 0 0 "+(n.rightFullExtent-r)+" "+(n.targetY+n.rightSmallArcRadius)+"L"+(n.rightFullExtent-r)+" "+n.verticalRightInnerExtent+"A"+(n.rightLargeArcRadius+r)+" "+(n.rightLargeArcRadius+r)+" 0 0 0 "+n.rightInnerExtent+" "+(n.verticalFullExtent+r)+"L"+n.leftInnerExtent+" "+(n.verticalFullExtent+r)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftLargeArcRadius+r)+" 0 0 0 "+(n.leftFullExtent+r)+" "+n.verticalLeftInnerExtent+"L"+(n.leftFullExtent+r)+" "+(n.sourceY+n.leftSmallArcRadius)+"A"+(n.leftLargeArcRadius+r)+" "+(n.leftSmallArcRadius+r)+" 0 0 0 "+n.leftInnerExtent+" "+(n.sourceY-r)+"L"+n.sourceX+" "+(n.sourceY-r)+"L"+n.sourceX+" "+(n.sourceY+r)+"L"+n.leftInnerExtent+" "+(n.sourceY+r)+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftSmallArcRadius-r)+" 0 0 1 "+(n.leftFullExtent-r)+" "+(n.sourceY+n.leftSmallArcRadius)+"L"+(n.leftFullExtent-r)+" "+n.verticalLeftInnerExtent+"A"+(n.leftLargeArcRadius-r)+" "+(n.leftLargeArcRadius-r)+" 0 0 1 "+n.leftInnerExtent+" "+(n.verticalFullExtent-r)+"L"+n.rightInnerExtent+" "+(n.verticalFullExtent-r)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightLargeArcRadius-r)+" 0 0 1 "+(n.rightFullExtent+r)+" "+n.verticalRightInnerExtent+"L"+(n.rightFullExtent+r)+" "+(n.targetY+n.rightSmallArcRadius)+"A"+(n.rightLargeArcRadius-r)+" "+(n.rightSmallArcRadius-r)+" 0 0 1 "+n.rightInnerExtent+" "+(n.targetY+r)+"L"+n.targetX+" "+(n.targetY+r)+"Z";var e,r,n,a=t.link.source.x1,o=t.link.target.x0,s=i(a,o),l=s(.5),c=s(.5),u=t.link.y0-t.link.width/2,f=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,p=t.link.y1+t.link.width/2;return"M"+a+","+u+"C"+l+","+u+" "+c+","+h+" "+o+","+h+"L"+o+","+p+"C"+c+","+p+" "+l+","+f+" "+a+","+f+"Z"}}function S(t,e){var r=c(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s="node_"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join("_"),interactionState:t.interactionState,figure:t}}function E(t){t.attr("transform",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function C(t,e){t.call(L),e.attr("d",M())}function P(t){t.attr("width",(function(t){return t.node.x1-t.node.x0})).attr("height",(function(t){return t.visibleHeight}))}function I(t){return t.link.width>1||t.linkLineWidth>0}function O(t){return p(t.translateX,t.translateY)+(t.horizontal?"matrix(1 0 0 1 0 0)":"matrix(0 1 1 0 0 0)")}function z(t,e,r){t.on(".basic",null).on("mouseover.basic",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on("mousemove.basic",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on("mouseout.basic",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on("click.basic",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on("dragstart",(function(a){if("fixed"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,"g","dragcover",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),"snap"===a.arrangement)){var o=a.traceId+"|"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=n.forceSimulation(a).alphaDecay(0).force("collide",n.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(l.forceIterations)).force("constrain",function(t,e,r,n){return function(){for(var t=0,i=0;i<r.length;i++){var a=r[i];a===n.interactionState.dragInProgress?(a.x=a.lastDraggedX,a.y=a.lastDraggedY):(a.vx=(a.originalX-a.x)/l.forceTicksPerFrame,a.y=Math.min(n.size-a.dy/2,Math.max(a.dy/2,a.y))),t=Math.max(t,Math.abs(a.vx),Math.abs(a.vy))}!n.interactionState.dragInProgress&&t<.1&&n.forceLayouts[e].alpha()>0&&n.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,a),function(t,e,r,n,i){window.requestAnimationFrame((function a(){var o;for(o=0;o<l.forceTicksPerFrame;o++)r.forceLayouts[n].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),C(t.filter(B(r)),e),r.forceLayouts[n].alpha()>0)window.requestAnimationFrame(a);else{var s=r.node.originalX;r.node.x0=s-r.visibleWidth/2,r.node.x1=s+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on("drag",(function(r){if("fixed"!==r.arrangement){var n=a.event.x,i=a.event.y;"snap"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):("freeform"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),"snap"!==r.arrangement&&(r.sankey.update(r.graph),C(t.filter(B(r)),e))}})).on("dragend",(function(t){if("fixed"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;"snap"!==t.arrangement&&R(t,i)}}));t.on(".drag",null).call(o)}function R(t,e){for(var r=[],n=[],i=0;i<t.graph.nodes.length;i++){var a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}b.call("_guiRestyle",e,{"node.x":[r],"node.y":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,n,i){var o=!1;h.ensureSingle(t._fullLayout._infolayer,"g","first-render",(function(){o=!0}));var s=t._fullLayout._dragCover,m=r.filter((function(t){return y(t).trace.visible})).map(k.bind(null,n)),b=e.selectAll("."+l.cn.sankey).data(m,g);b.exit().remove(),b.enter().append("g").classed(l.cn.sankey,!0).style("box-sizing","content-box").style("position","absolute").style("left",0).style("shape-rendering","geometricPrecision").style("pointer-events","auto").attr("transform",O),b.each((function(e,r){t._fullData[r]._sankey=e;var n="bgsankey-"+e.trace.uid+"-"+r;h.ensureSingle(t._fullLayout._draggers,"rect",n),t._fullData[r]._bgRect=a.select("."+n),t._fullData[r]._bgRect.style("pointer-events","all").attr("width",e.width).attr("height",e.height).attr("x",e.translateX).attr("y",e.translateY).classed("bgsankey",!0).style({fill:"transparent","stroke-width":0})})),b.transition().ease(l.ease).duration(l.duration).attr("transform",O);var _=b.selectAll("."+l.cn.sankeyLinks).data(v,g);_.enter().append("g").classed(l.cn.sankeyLinks,!0).style("fill","none");var L=_.selectAll("."+l.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(A.bind(null,t))}),g);L.enter().append("path").classed(l.cn.sankeyLink,!0).call(z,b,i.linkEvents),L.style("stroke",(function(t){return I(t)?u.tinyRGB(c(t.linkLineColor)):t.tinyColorHue})).style("stroke-opacity",(function(t){return I(t)?u.opacity(t.linkLineColor):t.tinyColorAlpha})).style("fill",(function(t){return t.tinyColorHue})).style("fill-opacity",(function(t){return t.tinyColorAlpha})).style("stroke-width",(function(t){return I(t)?t.linkLineWidth:1})).attr("d",M()),L.style("opacity",(function(){return t._context.staticPlot||o||s?1:0})).transition().ease(l.ease).duration(l.duration).style("opacity",1),L.exit().transition().ease(l.ease).duration(l.duration).style("opacity",0).remove();var C=b.selectAll("."+l.cn.sankeyNodeSet).data(v,g);C.enter().append("g").classed(l.cn.sankeyNodeSet,!0),C.style("cursor",(function(t){switch(t.arrangement){case"fixed":return"default";case"perpendicular":return"ns-resize";default:return"move"}}));var R=C.selectAll("."+l.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return 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y={padded:!0},x={padded:!0};s&&(y.ppad=x.ppad=s);var b=c<2||i[0]!==i[c-1]||o[0]!==o[c-1];b&&("tozerox"===v||"tonextx"===v&&(p||"h"===d))?y.tozero=!0:(e.error_y||{}).visible||"tonexty"!==v&&"tozeroy"!==v&&(l.hasMarkers(e)||l.hasText(e))||(y.padded=!1,y.ppad=0),b&&("tozeroy"===v||"tonexty"===v&&(p||"v"===d))?x.tozero=!0:"tonextx"!==v&&"tozerox"!==v||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,y)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r="area"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:"linear"};a.setConvert(s);for(var c=s.makeCalcdata(t.marker,"size"),u=new Array(e),f=0;f<e;f++)u[f]=r(c[f]);return u}return r(n.size)}}function d(t,e){var r=m(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function m(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?"-"+e:"")}function g(t,e,r,n){var 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n=t("./subtypes");e.exports=function(t,e){var r,i,a,o,s=t.cd,l=t.xaxis,c=t.yaxis,u=[],f=s[0].trace;if(!n.hasMarkers(f)&&!n.hasText(f))return[];if(!1===e)for(r=0;r<s.length;r++)s[r].selected=0;else for(r=0;r<s.length;r++)i=s[r],a=l.c2p(i.x),o=c.c2p(i.y),null!==i.i&&e.contains([a,o],!1,r,t)?(u.push({pointNumber:i.i,x:l.c2d(i.x),y:c.c2d(i.y)}),i.selected=1):i.selected=0;return u}},{"./subtypes":1216}],1214:[function(t,e,r){"use strict";var n=["orientation","groupnorm","stackgaps"];e.exports=function(t,e,r,i){var a=r._scatterStackOpts,o=i("stackgroup");if(o){var s=e.xaxis+e.yaxis,l=a[s];l||(l=a[s]={});var c=l[o],u=!1;c?c.traces.push(e):(c=l[o]={traceIndices:[],traces:[e]},u=!0);for(var f={orientation:e.x&&!e.y?"h":"v"},h=0;h<n.length;h++){var p=n[h],d=p+"Found";if(!c[d]){var m=void 0!==t[p],g="orientation"===p;if((m||u)&&(c[p]=i(p,f[p]),g&&(c.fillDflt="h"===c[p]?"tonextx":"tonexty"),m&&(c[d]=!0,!u&&(delete c.traces[0][p],g))))for(var v=0;v<c.traces.length-1;v++){var 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n=t("../../lib"),i=t("../../registry");e.exports=function(t,e,r,a){var o,s=a("x"),l=a("y");if(i.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y"],r),s){var c=n.minRowLength(s);l?o=Math.min(c,n.minRowLength(l)):(o=c,a("y0"),a("dy"))}else{if(!l)return 0;o=n.minRowLength(l),a("x0"),a("dx")}return e._length=o,o}},{"../../lib":776,"../../registry":904}],1219:[function(t,e,r){"use strict";var n=t("../scatter/attributes"),i=t("../../components/colorscale/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../plots/template_attributes").hovertemplateAttrs,s=t("../../plots/template_attributes").texttemplateAttrs,l=t("../../plots/attributes"),c=t("../../constants/gl3d_dashes"),u=t("../../constants/gl3d_markers"),f=t("../../lib/extend").extendFlat,h=t("../../plot_api/edit_types").overrideAll,p=t("../../lib/sort_object_keys"),d=n.line,m=n.marker,g=m.line,v=f({width:d.width,dash:{valType:"enumerated",values:p(c),dflt:"solid"}},i("line"));var 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n=t("gl-line3d"),i=t("gl-scatter3d"),a=t("gl-error3d"),o=t("gl-mesh3d"),s=t("delaunay-triangulate"),l=t("../../lib"),c=t("../../lib/str2rgbarray"),u=t("../../lib/gl_format_color").formatColor,f=t("../scatter/make_bubble_size_func"),h=t("../../constants/gl3d_dashes"),p=t("../../constants/gl3d_markers"),d=t("../../plots/cartesian/axes"),m=t("../../components/fx/helpers").appendArrayPointValue,g=t("./calc_errors");function v(t,e){this.scene=t,this.uid=e,this.linePlot=null,this.scatterPlot=null,this.errorBars=null,this.textMarkers=null,this.delaunayMesh=null,this.color=null,this.mode="",this.dataPoints=[],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.textLabels=null,this.data=null}var y=v.prototype;function x(t){return null==t?0:t.indexOf("left")>-1?-1:t.indexOf("right")>-1?1:0}function b(t){return null==t?0:t.indexOf("top")>-1?-1:t.indexOf("bottom")>-1?1:0}function _(t,e){return e(4*t)}function w(t){return p[t]}function T(t,e,r,n,i){var 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t.object.highlight&&t.object.highlight(null),this.scatterPlot&&(t.object=this.scatterPlot,this.scatterPlot.highlight(t.data)),t.textLabel="",this.textLabels&&(Array.isArray(this.textLabels)?(this.textLabels[e]||0===this.textLabels[e])&&(t.textLabel=this.textLabels[e]):t.textLabel=this.textLabels),t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]],!0}},y.update=function(t){var e,r,l,c,u=this.scene.glplot.gl,f=h.solid;this.data=t;var p=k(this.scene,t);"mode"in p&&(this.mode=p.mode),"lineDashes"in p&&p.lineDashes in 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d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf("markers")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf("text")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=i(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var 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n=t("../../lib"),i=t("../scatter/subtypes"),a=t("../scatter/marker_defaults"),o=t("../scatter/line_defaults"),s=t("../scatter/text_defaults"),l=t("../scatter/fillcolor_defaults"),c=t("./attributes");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f("locations");if(p&&p.length){var d,m=f("geojson");("string"==typeof m&&""!==m||n.isPlainObject(m))&&(d="geojson-id"),"geojson-id"===f("locationmode",d)&&f("featureidkey"),h=p.length}else{var g=f("lon")||[],v=f("lat")||[];h=Math.min(g.length,v.length)}h?(e._length=h,f("text"),f("hovertext"),f("hovertemplate"),f("mode"),i.hasLines(e)&&(o(t,e,r,u,f),f("connectgaps")),i.hasMarkers(e)&&a(t,e,r,u,f,{gradient:!0}),i.hasText(e)&&(f("texttemplate"),s(t,e,u,f)),f("fill"),"none"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)):e.visible=!1}},{"../../lib":776,"../scatter/fillcolor_defaults":1199,"../scatter/line_defaults":1204,"../scatter/marker_defaults":1210,"../scatter/subtypes":1216,"../scatter/text_defaults":1217,"./attributes":1233}],1236:[function(t,e,r){"use strict";e.exports=function(t,e,r,n,i){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var a=n[i];return a.fIn&&a.fIn.properties&&(t.properties=a.fIn.properties),t}},{}],1237:[function(t,e,r){"use strict";var n=t("../../plots/cartesian/axes");e.exports=function(t,e,r){var i={},a=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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n=t("@plotly/d3"),i=t("../../lib"),a=t("../../lib/topojson_utils").getTopojsonFeatures,o=t("../../lib/geojson_utils"),s=t("../../lib/geo_location_utils"),l=t("../../plots/cartesian/autorange").findExtremes,c=t("../../constants/numerical").BADNUM,u=t("../scatter/calc").calcMarkerSize,f=t("../scatter/subtypes"),h=t("./style");e.exports={calcGeoJSON:function(t,e){var r,n,i=t[0].trace,o=e[i.geo],f=o._subplot,h=i._length;if(Array.isArray(i.locations)){var p=i.locationmode,d="geojson-id"===p?s.extractTraceFeature(t):a(i,f.topojson);for(r=0;r<h;r++){n=t[r];var m="geojson-id"===p?n.fOut:s.locationToFeature(p,n.loc,d);n.lonlat=m?m.properties.ct:[c,c]}}var g,v,y={padded:!0};if("geojson"===o.fitbounds&&"geojson-id"===i.locationmode){var x=s.computeBbox(s.getTraceGeojson(i));g=[x[0],x[2]],v=[x[1],x[3]]}else{for(g=new Array(h),v=new 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T=i.getComponentMethod("errorbars","supplyDefaults");T(t,e,_||w||r,{axis:"y"}),T(t,e,_||w||r,{axis:"x",inherit:"y"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{"../../lib":776,"../../registry":904,"../scatter/constants":1195,"../scatter/fillcolor_defaults":1199,"../scatter/line_defaults":1204,"../scatter/marker_defaults":1210,"../scatter/period_defaults":1211,"../scatter/subtypes":1216,"../scatter/text_defaults":1217,"../scatter/xy_defaults":1218,"./attributes":1243,"./helpers":1250}],1248:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../../components/color"),a=t("../../constants/interactions").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},m=c.textUnselectedOptions[u]||{},g=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=m.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(g)}}},{"../../components/color":639,"../../constants/interactions":751,"../../lib":776}],1249:[function(t,e,r){"use strict";var n=t("../scatter/format_labels");e.exports=function(t,e,r){var i=t.i;return"x"in t||(t.x=e._x[i]),"y"in t||(t.y=e._y[i]),n(t,e,r)}},{"../scatter/format_labels":1200}],1250:[function(t,e,r){"use strict";var n=t("./constants");r.isOpenSymbol=function(t){return"string"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return"string"==typeof t?n.DOT_RE.test(t):t>200}},{"./constants":1245}],1251:[function(t,e,r){"use strict";var n=t("../../registry"),i=t("../../lib"),a=t("../scatter/get_trace_color");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var m=d&&d.line;m&&(h.mlc=Array.isArray(m.color)?m.color[f]:m.color,h.mlw=i.isArrayOrTypedArray(m.width)?m.width[f]:m.width);var g=d&&d.gradient;g&&"none"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:A?A[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod("errorbars","hoverInfo")(h,o,M),M}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d,m=t.cd,g=m[0].t,v=m[0].trace,y=t.xa,x=t.ya,b=g.x,_=g.y,w=y.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=y.p2c(w-k),M=y.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i="x"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if("x"===n){var C=!!v.xperiodalignment,P=!!v.yperiodalignment;for(u=0;u<i.length;u++){if(l=b[a=i[u]],f=Math.abs(y.c2p(l)-w),C){var I=y.c2p(v._xStarts[a]),O=y.c2p(v._xEnds[a]);f=w>=Math.min(I,O)&&w<=Math.max(I,O)?0:1/0}if(f<L){if(L=f,c=_[a],h=x.c2p(c)-T,P){var z=x.c2p(v._yStarts[a]),D=x.c2p(v._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=b[a=i[u]],c=_[a],f=y.c2p(l)-w,h=x.c2p(c)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,v)]},calcHover:o}},{"../../lib":776,"../../registry":904,"../scatter/get_trace_color":1201}],1252:[function(t,e,r){"use strict";var n=t("./hover");e.exports={moduleType:"trace",name:"scattergl",basePlotModule:t("../../plots/cartesian"),categories:["gl","regl","cartesian","symbols","errorBarsOK","showLegend","scatter-like"],attributes:t("./attributes"),supplyDefaults:t("./defaults"),crossTraceDefaults:t("../scatter/cross_trace_defaults"),colorbar:t("../scatter/marker_colorbar"),formatLabels:t("./format_labels"),calc:t("./calc"),plot:t("./plot"),hoverPoints:n.hoverPoints,selectPoints:t("./select"),meta:{}}},{"../../plots/cartesian":841,"../scatter/cross_trace_defaults":1197,"../scatter/marker_colorbar":1209,"./attributes":1243,"./calc":1244,"./defaults":1247,"./format_labels":1249,"./hover":1251,"./plot":1253,"./select":1255}],1253:[function(t,e,r){"use strict";var n=t("regl-scatter2d"),i=t("regl-line2d"),a=t("regl-error2d"),o=t("gl-text"),s=t("../../lib"),l=t("../../components/dragelement/helpers").selectMode,c=t("../../lib/prepare_regl"),u=t("../scatter/subtypes"),f=t("../scatter/link_traces"),h=t("./edit_style").styleTextSelection;function p(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,c=i.r*n,u=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-c-(1-e.domain[1])*f,o-u-(1-r.domain[1])*h]}e.exports=function(t,e,r){if(r.length){var d,m,g=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,["ANGLE_instanced_arrays","OES_element_index_uint"])){var b=v.count,_=g._glcanvas.data()[0].regl;if(f(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=a(_)),!0===v.line2d&&(v.line2d=i(_)),!0===v.scatter2d&&(v.scatter2d=n(_)),!0===v.fill2d&&(v.fill2d=i(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if("tozeroy"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if("tozerox"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if("toself"===s.fill||"tonext"===s.fill){for(p=[],i=0,t.splitNull=!0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),p.push(null,null),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var m=s._nexttrace;if(m){var g=v.lineOptions[e+1];if(g){var y=g.positions;if("tonexty"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=m.fillcolor}}}}if(s._prevtrace&&"tonext"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var A=g.dragmode,M=l(A),S=g.clickmode.indexOf("select")>-1;for(d=0;d<b;d++){var E=r[d][0],L=E.trace,C=E.t,P=C.index,I=L._length,O=C.x,z=C.y;if(L.selectedpoints||M||S){if(M||(M=!0),L.selectedpoints){var D=v.selectBatch[P]=s.selIndices2selPoints(L),R={};for(m=0;m<D.length;m++)R[D[m]]=1;var F=[];for(m=0;m<I;m++)R[m]||F.push(m);v.unselectBatch[P]=F}var B=C.xpx=new Array(I),N=C.ypx=new Array(I);for(m=0;m<I;m++)B[m]=y.c2p(O[m]),N[m]=x.c2p(z[m])}else C.xpx=C.ypx=null}if(M){if(v.select2d||(v.select2d=n(g._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(g,y,x,t._context.plotGlPixelRatio),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{"../../components/dragelement/helpers":657,"../../lib":776,"../../lib/prepare_regl":789,"../scatter/link_traces":1207,"../scatter/subtypes":1216,"./edit_style":1248,"gl-text":337,"regl-error2d":512,"regl-line2d":513,"regl-scatter2d":514}],1254:[function(t,e,r){"use strict";var n=t("../../lib");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else c[f].length||o.draw(f);s[f]&&r.textOptions[f]&&s[f].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach((function(t){t.destroy&&t.destroy()})),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,i),r}},{"../../lib":776}],1255:[function(t,e,r){"use strict";var n=t("../scatter/subtypes"),i=t("./edit_style").styleTextSelection;e.exports=function(t,e){var 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n=t("../../plots/template_attributes").hovertemplateAttrs,i=t("../../plots/template_attributes").texttemplateAttrs,a=t("../scattergeo/attributes"),o=t("../scatter/attributes"),s=t("../../plots/mapbox/layout_attributes"),l=t("../../plots/attributes"),c=t("../../components/colorscale/attributes"),u=t("../../lib/extend").extendFlat,f=t("../../plot_api/edit_types").overrideAll,h=a.line,p=a.marker;e.exports=f({lon:a.lon,lat:a.lat,mode:u({},o.mode,{dflt:"markers"}),text:u({},o.text,{}),texttemplate:i({editType:"plot"},{keys:["lat","lon","text"]}),hovertext:u({},o.hovertext,{}),line:{color:h.color,width:h.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:"string",dflt:"circle",arrayOk:!0},angle:{valType:"number",dflt:"auto",arrayOk:!0},allowoverlap:{valType:"boolean",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c("marker")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:"string"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:["lon","lat","text","name"]}),hovertemplate:n()},"calc","nested")},{"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plots/attributes":823,"../../plots/mapbox/layout_attributes":886,"../../plots/template_attributes":899,"../scatter/attributes":1191,"../scattergeo/attributes":1233}],1257:[function(t,e,r){"use 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n=t("../../lib"),i=t("../scatter/subtypes"),a=t("../scatter/marker_defaults"),o=t("../scatter/line_defaults"),s=t("../scatter/line_shape_defaults"),l=t("../scatter/text_defaults"),c=t("../scatter/fillcolor_defaults"),u=t("../scatter/constants").PTS_LINESONLY,f=t("./attributes");function h(t,e,r,n){var i,a=n("r"),o=n("theta");if(a)o?i=Math.min(a.length,o.length):(i=a.length,n("theta0"),n("dtheta"));else{if(!o)return 0;i=e.theta.length,n("r0"),n("dr")}return e._length=i,i}e.exports={handleRThetaDefaults:h,supplyDefaults:function(t,e,r,p){function d(r,i){return n.coerce(t,e,f,r,i)}var m=h(t,e,p,d);if(m){d("thetaunit"),d("mode",m<u?"lines+markers":"lines"),d("text"),d("hovertext"),"fills"!==e.hoveron&&d("hovertemplate"),i.hasLines(e)&&(o(t,e,r,p,d),s(t,e,d),d("connectgaps")),i.hasMarkers(e)&&a(t,e,r,p,d,{gradient:!0}),i.hasText(e)&&(d("texttemplate"),l(t,e,p,d));var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../mesh3d/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c={x:{valType:"data_array",editType:"calc+clearAxisTypes"},y:{valType:"data_array",editType:"calc+clearAxisTypes"},z:{valType:"data_array",editType:"calc+clearAxisTypes"},u:{valType:"data_array",editType:"calc"},v:{valType:"data_array",editType:"calc"},w:{valType:"data_array",editType:"calc"},starts:{x:{valType:"data_array",editType:"calc"},y:{valType:"data_array",editType:"calc"},z:{valType:"data_array",editType:"calc"},editType:"calc"},maxdisplayed:{valType:"integer",min:0,dflt:1e3,editType:"calc"},sizeref:{valType:"number",editType:"calc",min:0,dflt:1},text:{valType:"string",dflt:"",editType:"calc"},hovertext:{valType:"string",dflt:"",editType:"calc"},hovertemplate:a({editType:"calc"},{keys:["tubex","tubey","tubez","tubeu","tubev","tubew","norm","divergence"]}),uhoverformat:i("u",1),vhoverformat:i("v",1),whoverformat:i("w",1),xhoverformat:i("x"),yhoverformat:i("y"),zhoverformat:i("z"),showlegend:l({},s.showlegend,{dflt:!1})};l(c,n("",{colorAttr:"u/v/w 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r=t.data.data;r.color=e._hasColorscale?B(N[r.i]):F(N[r.i],r.id)})),w[0].hierarchy=D,w}},r._runCrossTraceCalc=function(t,e){var r=e._fullLayout,n=e.calcdata,i=r[t+"colorway"],a=r["_"+t+"colormap"];r["extend"+t+"colors"]&&(i=l(i,"icicle"===t?p:"treemap"===t?h:f));var o,s=0;function c(t){var e=t.data.data,r=e.id;!1===e.color&&(a[r]?e.color=a[r]:t.parent?t.parent.parent?e.color=t.parent.data.data.color:(a[r]=e.color=i[s%i.length],s++):e.color=o)}for(var u=0;u<n.length;u++){var d=n[u][0];d.trace.type===t&&d.hierarchy&&(o=d.trace.root.color,d.hierarchy.each(c))}},r.crossTraceCalc=function(t){return r._runCrossTraceCalc("sunburst",t)}},{"../../components/colorscale":651,"../../constants/numerical":752,"../../lib":776,"../pie/calc":1167,"d3-hierarchy":163,"fast-isnumeric":242}],1306:[function(t,e,r){"use 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n.castOption(e,a,"outsidetextfont."+t)||n.castOption(e,a,"textfont."+t)||i.size},r.isOutsideText=function(t,e){return!t._hasColorscale&&r.isHierarchyRoot(e)},r.determineTextFont=function(t,e,a,o){return r.isOutsideText(t,e)?function(t,e,n){return{color:r.getOutsideTextFontKey("color",t,e,n),family:r.getOutsideTextFontKey("family",t,e,n),size:r.getOutsideTextFontKey("size",t,e,n)}}(t,e,a):function(t,e,a,o){var s=(o||{}).onPathbar,l=e.data.data,c=l.i,u=n.castOption(t,c,(s?"pathbar.textfont":"insidetextfont")+".color");return!u&&t._input.textfont&&(u=n.castOption(t._input,c,"textfont.color")),{color:u||i.contrast(l.color),family:r.getInsideTextFontKey("family",t,e,a,o),size:r.getInsideTextFontKey("size",t,e,a,o)}}(t,e,a,o)},r.hasTransition=function(t){return!!(t&&t.duration>0)},r.getMaxDepth=function(t){return t.maxdepth>=0?t.maxdepth:1/0},r.isHeader=function(t,e){return!(r.isLeaf(t)||t.depth===e._maxDepth-1)},r.getParent=function(t,e){return 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D=null,R={};v&&_.each((function(t){R[b.getPtId(t)]={rpx0:t.rpx0,rpx1:t.rpx1,x0:t.x0,x1:t.x1,transform:t.transform},!D&&b.isEntry(t)&&(D=t)}));var F=function(t){return i.partition().size([2*Math.PI,t.height+1])(t)}(M).descendants(),B=M.height+1,N=0,j=S;T.hasMultipleRoots&&b.isHierarchyRoot(M)&&(F=F.slice(1),B-=1,N=1,j+=1),F=F.filter((function(t){return t.y1<=j}));var U=p(k.rotation);U&&F.forEach((function(t){t.x0+=U,t.x1+=U}));var V=Math.min(B,S),H=function(t){return(t-N)/V*I},q=function(t,e){return[t*Math.cos(e),-t*Math.sin(e)]},G=function(t){return s.pathAnnulus(t.rpx0,t.rpx1,t.x0,t.x1,O,z)},Y=function(t){return O+w(t)[0]*(t.transform.rCenter||0)+(t.transform.x||0)},W=function(t){return z+w(t)[1]*(t.transform.rCenter||0)+(t.transform.y||0)};(_=_.data(F,b.getPtId)).enter().append("g").classed("slice",!0),v?_.exit().transition().each((function(){var t=n.select(this);t.select("path.surface").transition().attrTween("d",(function(t){var e=function(t){var e,r=b.getPtId(t),n=R[r],i=R[b.getPtId(M)];if(i){var o=(t.x1>i.x1?2*Math.PI:0)+U;e=t.rpx1<i.rpx1?{x0:t.x0,x1:t.x1,rpx0:0,rpx1:0}:{x0:o,x1:o,rpx0:t.rpx0,rpx1:t.rpx1}}else{var s,l=b.getPtId(t.parent);_.each((function(t){if(b.getPtId(t)===l)return s=t}));var c,u=s.children;u.forEach((function(t,e){if(b.getPtId(t)===r)return c=e}));var f=u.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(c/f),x1:h((c+1)/f)}}return a(n,e)}(t);return function(t){return G(e(t))}})),t.select("g.slicetext").attr("opacity",0)})).remove():_.exit().remove(),_.order();var X=null;if(v&&D){var Z=b.getPtId(D);_.each((function(t){null===X&&b.getPtId(t)===Z&&(X=t.x1)}))}var J=_;function K(t){var e=t.parent,r=R[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}v&&(J=J.transition().each("end",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),J.each((function(i){var c=n.select(this),f=s.ensureSingle(c,"path","surface",(function(t){t.style("pointer-events","all")}));i.rpx0=H(i.y0),i.rpx1=H(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=q(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),v?f.transition().attrTween("d",(function(t){var e=function(t){var e,r=R[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(D)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+U;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,K(t));else e={rpx0:0,rpx1:0};else e={x0:U,x1:U};return a(e,n)}(t);return function(t){return G(e(t))}})):f.attr("d",G),c.call(y,M,t,e,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,k);var p=s.ensureSingle(c,"g","slicetext"),_=s.ensureSingle(p,"text","",(function(t){t.attr("data-notex",1)})),w=s.ensureUniformFontSize(t,b.determineTextFont(k,i,h.font));_.text(r.formatSliceLabel(i,M,k,e,h)).classed("slicetext",!0).attr("text-anchor","middle").call(o.font,w).call(l.convertToTspans,t);var A=o.bBox(_.node());i.transform=m(A,i,T),i.transform.targetX=Y(i),i.transform.targetY=W(i);var S=function(t,e){var r=t.transform;return d(r,e),r.fontSize=w.size,u(k.type,r,h),s.getTextTransform(r)};v?_.transition().attrTween("transform",(function(t){var e=function(t){var e,r=R[b.getPtId(t)],n=t.transform;if(r)e=r;else 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a,o,s=t._fullLayout,l=s._sunburstlayer,c=!r,u=!s.uniformtext.mode&&b.hasTransition(r);(f("sunburst",s),(a=l.selectAll("g.trace.sunburst").data(e,(function(t){return t[0].trace.uid}))).enter().append("g").classed("trace",!0).classed("sunburst",!0).attr("stroke-linejoin","round"),a.order(),u)?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each("end",(function(){o&&o()})).each("interrupt",(function(){o&&o()})).each((function(){l.selectAll("g.trace").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&v(t,s._sunburstlayer.selectAll(".trace"),"sunburst"));c&&a.exit().remove()},r.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&"none"!==o))return"";var l=i.separators,c=n[0],u=t.data.data,f=c.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var m,g=o.split("+"),v=function(t){return-1!==g.indexOf(t)},y=[];if(v("label")&&u.label&&y.push(u.label),u.hasOwnProperty("v")&&v("value")&&y.push(b.formatValue(u.v,l)),!h){v("current path")&&y.push(b.getPath(t.data));var x=0;v("percent parent")&&x++,v("percent entry")&&x++,v("percent root")&&x++;var _=x>1;if(x){var w,T=function(t){m=b.formatPercent(w,l),_&&(m+=" of "+t),y.push(m)};v("percent parent")&&!h&&(w=d/b.getValue(p),T("parent")),v("percent entry")&&(w=d/b.getValue(e),T("entry")),v("percent root")&&(w=d/b.getValue(f),T("root"))}}return v("text")&&(m=s.castOption(r,u.i,"text"),s.isValidTextValue(m)&&y.push(m)),y.join("<br>")}var k=s.castOption(r,u.i,"texttemplate");if(!k)return"";var A={};u.label&&(A.label=u.label),u.hasOwnProperty("v")&&(A.value=u.v,A.valueLabel=b.formatValue(u.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),u.hasOwnProperty("color")&&(A.color=u.color);var M=s.castOption(r,u.i,"text");return(s.isValidTextValue(M)||""===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,"customdata"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},{"../../components/drawing":661,"../../lib":776,"../../lib/svg_text_utils":802,"../bar/style":928,"../bar/uniform_text":930,"../pie/helpers":1170,"../pie/plot":1174,"./constants":1306,"./fx":1308,"./helpers":1309,"./style":1314,"@plotly/d3":58,"d3-hierarchy":163,"d3-interpolate":164}],1314:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../components/color"),a=t("../../lib"),o=t("../bar/uniform_text").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,"marker.line.color")||i.defaultLine,c=a.castOption(r,s,"marker.line.width")||0;t.style("stroke-width",c).call(i.fill,n.color).call(i.stroke,l).style("opacity",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(".trace");o(t,e,"sunburst"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style("opacity",r.opacity),e.selectAll("path.surface").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{"../../components/color":639,"../../lib":776,"../bar/uniform_text":930,"@plotly/d3":58}],1315:[function(t,e,r){"use strict";var n=t("../../components/color"),i=t("../../components/colorscale/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../plots/template_attributes").hovertemplateAttrs,s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c=t("../../plot_api/edit_types").overrideAll;function u(t){return{show:{valType:"boolean",dflt:!1},start:{valType:"number",dflt:null,editType:"plot"},end:{valType:"number",dflt:null,editType:"plot"},size:{valType:"number",dflt:null,min:0,editType:"plot"},project:{x:{valType:"boolean",dflt:!1},y:{valType:"boolean",dflt:!1},z:{valType:"boolean",dflt:!1}},color:{valType:"color",dflt:n.defaultLine},usecolormap:{valType:"boolean",dflt:!1},width:{valType:"number",min:1,max:16,dflt:2},highlight:{valType:"boolean",dflt:!0},highlightcolor:{valType:"color",dflt:n.defaultLine},highlightwidth:{valType:"number",min:1,max:16,dflt:2}}}var f=e.exports=c(l({z:{valType:"data_array"},x:{valType:"data_array"},y:{valType:"data_array"},text:{valType:"string",dflt:"",arrayOk:!0},hovertext:{valType:"string",dflt:"",arrayOk:!0},hovertemplate:o(),xhoverformat:a("x"),yhoverformat:a("y"),zhoverformat:a("z"),connectgaps:{valType:"boolean",dflt:!1,editType:"calc"},surfacecolor:{valType:"data_array"}},i("",{colorAttr:"z or 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0},{"../../components/color":639,"../../components/colorscale/attributes":646,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plots/attributes":823,"../../plots/cartesian/axis_format_attributes":830,"../../plots/template_attributes":899}],1316:[function(t,e,r){"use strict";var n=t("../../components/colorscale/calc");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:"",cLetter:"c"}):n(t,e,{vals:e.z,containerStr:"",cLetter:"c"})}},{"../../components/colorscale/calc":647}],1317:[function(t,e,r){"use strict";var n=t("gl-surface3d"),i=t("ndarray"),a=t("ndarray-linear-interpolate").d2,o=t("../heatmap/interp2d"),s=t("../heatmap/find_empties"),l=t("../../lib").isArrayOrTypedArray,c=t("../../lib/gl_format_color").parseColorScale,u=t("../../lib/str2rgbarray"),f=t("../../components/colorscale").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||"",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function g(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(m(t,n))}return e}function v(t){for(var e=g(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=g(t),n=g(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),m=l.dataScale,g=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<g;r++)x[e][r]=[];for(r=0;r<g;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<g;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=m[e];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v])];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(g*v),[g,v]);for(r=0;r<g;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=m[2],w.intensityBounds[1]*=m[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var A=[!0,!0,!0],M=["x","y","z"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,"lighting"in t&&(p.ambientLight=t.lighting.ambient,p.diffuseLight=t.lighting.diffuse,p.specularLight=t.lighting.specular,p.roughness=t.lighting.roughness,p.fresnel=t.lighting.fresnel),"lightposition"in t&&(p.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z])},p.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{"../../components/colorscale":651,"../../lib":776,"../../lib/gl_format_color":772,"../../lib/str2rgbarray":801,"../heatmap/find_empties":1064,"../heatmap/interp2d":1067,"gl-surface3d":336,ndarray:462,"ndarray-linear-interpolate":456}],1318:[function(t,e,r){"use strict";var n=t("../../registry"),i=t("../../lib"),a=t("../../components/colorscale/defaults"),o=t("./attributes");function s(t,e,r,n){var i=n("opacityscale");"max"===i?e.opacityscale=[[0,.1],[1,1]]:"min"===i?e.opacityscale=[[0,1],[1,.1]]:"extremes"===i?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var i=n/31,a=e+(1-e)*(1-Math.pow(Math.sin(t*i*Math.PI),2));r.push([i,Math.max(0,Math.min(1,a))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(i)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,f;function h(r,n){return i.coerce(t,e,o,r,n)}var p=h("x"),d=h("y"),m=h("z");if(!m||!m.length||p&&p.length<1||d&&d.length<1)e.visible=!1;else{e._xlength=Array.isArray(p)&&i.isArrayOrTypedArray(p[0])?m.length:m[0].length,e._ylength=m.length,n.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x","y","z"],c),h("text"),h("hovertext"),h("hovertemplate"),h("xhoverformat"),h("yhoverformat"),h("zhoverformat"),["lighting.ambient","lighting.diffuse","lighting.specular","lighting.roughness","lighting.fresnel","lightposition.x","lightposition.y","lightposition.z","hidesurface","connectgaps","opacity"].forEach((function(t){h(t)}));var g=h("surfacecolor"),v=["x","y","z"];for(u=0;u<3;++u){var y="contours."+v[u],x=h(y+".show"),b=h(y+".highlight");if(x||b)for(f=0;f<3;++f)h(y+".project."+v[f]);x&&(h(y+".color"),h(y+".width"),h(y+".usecolormap")),b&&(h(y+".highlightcolor"),h(y+".highlightwidth")),h(y+".start"),h(y+".end"),h(y+".size")}g||(l(t,"zmin","cmin"),l(t,"zmax","cmax"),l(t,"zauto","cauto")),a(t,e,c,h,{prefix:"",cLetter:"c"}),s(t,e,c,h),e._length=null}},opacityscaleDefaults:s}},{"../../components/colorscale/defaults":649,"../../lib":776,"../../registry":904,"./attributes":1315}],1319:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults").supplyDefaults,colorbar:{min:"cmin",max:"cmax"},calc:t("./calc"),plot:t("./convert"),moduleType:"trace",name:"surface",basePlotModule:t("../../plots/gl3d"),categories:["gl3d","2dMap","showLegend"],meta:{}}},{"../../plots/gl3d":869,"./attributes":1315,"./calc":1316,"./convert":1317,"./defaults":1318}],1320:[function(t,e,r){"use strict";var n=t("../../components/annotations/attributes"),i=t("../../lib/extend").extendFlat,a=t("../../plot_api/edit_types").overrideAll,o=t("../../plots/font_attributes"),s=t("../../plots/domain").attributes,l=t("../../plots/cartesian/axis_format_attributes").descriptionOnlyNumbers;(e.exports=a({domain:s({name:"table",trace:!0}),columnwidth:{valType:"number",arrayOk:!0,dflt:null},columnorder:{valType:"data_array"},header:{values:{valType:"data_array",dflt:[]},format:{valType:"data_array",dflt:[],description:l("cell value")},prefix:{valType:"string",arrayOk:!0,dflt:null},suffix:{valType:"string",arrayOk:!0,dflt:null},height:{valType:"number",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:"number",arrayOk:!0,dflt:1},color:{valType:"color",arrayOk:!0,dflt:"grey"}},fill:{color:{valType:"color",arrayOk:!0,dflt:"white"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:"data_array",dflt:[]},format:{valType:"data_array",dflt:[],description:l("cell value")},prefix:{valType:"string",arrayOk:!0,dflt:null},suffix:{valType:"string",arrayOk:!0,dflt:null},height:{valType:"number",dflt:20},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:"number",arrayOk:!0,dflt:1},color:{valType:"color",arrayOk:!0,dflt:"grey"}},fill:{color:{valType:"color",arrayOk:!0,dflt:"white"}},font:i({},o({arrayOk:!0}))}},"calc","from-root")).transforms=void 0},{"../../components/annotations/attributes":622,"../../lib/extend":766,"../../plot_api/edit_types":809,"../../plots/cartesian/axis_format_attributes":830,"../../plots/domain":855,"../../plots/font_attributes":856}],1321:[function(t,e,r){"use strict";var n=t("../../plots/get_data").getModuleCalcData,i=t("./plot");r.name="table",r.plot=function(t){var e=n(t.calcdata,"table")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has("table"),a=e._has&&e._has("table");i&&!a&&n._paperdiv.selectAll(".table").remove()}},{"../../plots/get_data":864,"./plot":1328}],1322:[function(t,e,r){"use strict";var n=t("../../lib/gup").wrap;e.exports=function(){return n({})}},{"../../lib/gup":773}],1323:[function(t,e,r){"use strict";e.exports={cellPad:8,columnExtentOffset:10,columnTitleOffset:28,emptyHeaderHeight:16,latexCheck:/^\$.*\$$/,goldenRatio:1.618,lineBreaker:"<br>",maxDimensionCount:60,overdrag:45,releaseTransitionDuration:120,releaseTransitionEase:"cubic-out",scrollbarCaptureWidth:18,scrollbarHideDelay:1e3,scrollbarHideDuration:1e3,scrollbarOffset:5,scrollbarWidth:8,transitionDuration:100,transitionEase:"cubic-out",uplift:5,wrapSpacer:" ",wrapSplitCharacter:" ",cn:{table:"table",tableControlView:"table-control-view",scrollBackground:"scroll-background",yColumn:"y-column",columnBlock:"column-block",scrollAreaClip:"scroll-area-clip",scrollAreaClipRect:"scroll-area-clip-rect",columnBoundary:"column-boundary",columnBoundaryClippath:"column-boundary-clippath",columnBoundaryRect:"column-boundary-rect",columnCells:"column-cells",columnCell:"column-cell",cellRect:"cell-rect",cellText:"cell-text",cellTextHolder:"cell-text-holder",scrollbarKit:"scrollbar-kit",scrollbar:"scrollbar",scrollbarSlider:"scrollbar-slider",scrollbarGlyph:"scrollbar-glyph",scrollbarCaptureZone:"scrollbar-capture-zone"}}},{}],1324:[function(t,e,r){"use strict";var n=t("./constants"),i=t("../../lib/extend").extendFlat,a=t("fast-isnumeric");function o(t){if(Array.isArray(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,o(t[r]));return e}return t}function s(t,e){return t+e}function l(t){var e,r=t.slice(),n=1/0,i=0;for(e=0;e<r.length;e++)Array.isArray(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),i=Math.max(i,r[e].length);if(n!==i)for(e=0;e<r.length;e++){var a=i-r[e].length;a&&(r[e]=r[e].concat(c(a)))}return r}function c(t){for(var e=new Array(t),r=0;r<t;r++)e[r]="";return e}function u(t){return t.calcdata.columns.reduce((function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e}),0)}function f(t,e){return Object.keys(t).map((function(r){return i({},t[r],{auxiliaryBlocks:e})}))}function h(t,e){for(var r,n={},i=0,a=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,c=0;c<t.length;c++)r=t[c],o.rows.push({rowIndex:c,rowHeight:r}),((a+=r)>=e||c===t.length-1)&&(n[i]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=c,o={firstRowIndex:null,lastRowIndex:null,rows:[]},i+=a,s=c+1,a=0);return n}e.exports=function(t,e){var r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[""],d=l(d));var 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:v,maxLineWidth:L,height:y,columnOrder:M,groupHeight:y,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:m}),gdColumns:m.map((function(t){return t[0]})),gdColumnsOriginalOrder:m.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:m.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+"__"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=u(t)})),C}},{"../../lib/extend":766,"./constants":1323,"fast-isnumeric":242}],1325:[function(t,e,r){"use strict";var n=t("../../lib/extend").extendFlat;r.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:"header",type:"header",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:"cells1",type:"cells",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:"cells2",type:"cells",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},r.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0,n=e?r+e.rows.length:0;return[r,n]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+("string"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e("columnorder",o)}(e,s),s("cells.values"),s("cells.format"),s("cells.align"),s("cells.prefix"),s("cells.suffix"),s("cells.height"),s("cells.line.width"),s("cells.line.color"),s("cells.fill.color"),n.coerceFont(s,"cells.font",n.extendFlat({},o.font)),e._length=null}},{"../../lib":776,"../../plots/domain":855,"./attributes":1320}],1327:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults"),calc:t("./calc"),plot:t("./plot"),moduleType:"trace",name:"table",basePlotModule:t("./base_plot"),categories:["noOpacity"],meta:{}}},{"./attributes":1320,"./base_plot":1321,"./calc":1322,"./defaults":1326,"./plot":1328}],1328:[function(t,e,r){"use strict";var n=t("./constants"),i=t("@plotly/d3"),a=t("../../lib").numberFormat,o=t("../../lib/gup"),s=t("../../components/drawing"),l=t("../../lib/svg_text_utils"),c=t("../../lib").raiseToTop,u=t("../../lib").strTranslate,f=t("../../lib").cancelTransition,h=t("./data_preparation_helper"),p=t("./data_split_helpers"),d=t("../../components/color");function m(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return"clip"+t._fullLayout._uid+"_scrollAreaBottomClip_"+e.key}function v(t,e){return"clip"+t._fullLayout._uid+"_columnBoundaryClippath_"+e.calcdata.key+"_"+e.specIndex}function y(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll("."+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append("g").classed(n.cn.scrollbarKit,!0).style("shape-rendering","geometricPrecision"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return D(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr("transform",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return u(e,S(t))}));var s=a.selectAll("."+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append("g").classed(n.cn.scrollbar,!0);var l=s.selectAll("."+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append("g").classed(n.cn.scrollbarSlider,!0),l.attr("transform",(function(t){return u(0,t.scrollbarState.topY||0)}));var c=l.selectAll("."+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);c.enter().append("line").classed(n.cn.scrollbarGlyph,!0).attr("stroke","black").attr("stroke-width",n.scrollbarWidth).attr("stroke-linecap","round").attr("y1",n.scrollbarWidth/2),c.attr("y2",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr("stroke-opacity",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),c.transition().delay(0).duration(0),c.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr("stroke-opacity",0);var f=s.selectAll("."+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append("line").classed(n.cn.scrollbarCaptureZone,!0).attr("stroke","white").attr("stroke-opacity",.01).attr("stroke-width",n.scrollbarCaptureWidth).attr("stroke-linecap","butt").attr("y1",0).on("mousedown",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on("drag",L(e,t)).on("dragend",(function(){}))),f.attr("y2",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(c.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll("."+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append("g").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll("."+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append("g").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each((function(t,e){var 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+    </style>
+
+<style type="text/css">code{white-space: pre;}</style>
+<script type="text/javascript">
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+<body>
+
+
+<div class="container-fluid main-container">
+
+
+
+
+<div id="header">
+
+
+
+<h1 class="title toc-ignore">Individualand Combined Methods Analysis</h1>
+<h4 class="author">Lauren Marazzi</h4>
+<h4 class="date">10/25/2022</h4>
+
+</div>
+
+
+<div id="step1-compute-auroc-and-acc-row-sums-and-median-values-under-different-weights" class="section level1">
+<h1>Step1: Compute AUROC and ACC Row Sums and Median values under different weights</h1>
+<p>We identify the top methods for network structure prediction by computing the area under the receiver operating characteristic (AUROC) and accuracy (ACC) row sum and median values for each of the 28 networks. We weight these variables at 5 different ranges:</p>
+<ul>
+<li>{Weight<sub>AUC=1</sub>,Weight<sub>AUC=0</sub>}</li>
+<li>{Weight<sub>AUC=0</sub>,Weight<sub>AUC=1</sub>}</li>
+<li>{Weight<sub>AUC=0.5</sub>,Weight<sub>AUC=0.5</sub>}</li>
+<li>{Weight<sub>AUC=0.3</sub>,Weight<sub>AUC=0.7</sub>}</li>
+<li>{Weight<sub>AUC=0.7</sub>,Weight<sub>AUC=0.3</sub>}</li>
+</ul>
+<pre class="r"><code>for (sim in (1:28)){
+  AUC&lt;-read.csv(paste0(&quot;sim&quot;,sim,&quot;/Combined_Data_onlyAUC.csv&quot;),row.names = 1) 
+  ACC&lt;-read.csv(paste0(&quot;sim&quot;,sim,&quot;/Combined_Data_onlyACC.csv&quot;),row.names = 1) 
+
+  #calculate AUC only sums and medians
+  AUC_sum&lt;-cbind(AUC$Method_name,rowSums(AUC[,-1])) %&gt;% as.data.frame()
+  colnames(AUC_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  AUC_sum$Sum_of_avg_across_patients&lt;-as.numeric(AUC_sum$Sum_of_avg_across_patients)
+
+  AUC_median&lt;-cbind(AUC$Method_name,apply(AUC[-1], 1, median)) %&gt;% as.data.frame()
+  colnames(AUC_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(AUC_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_onlyAUC.csv&#39;),quote=F)
+  write.csv(AUC_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_onlyAUC.csv&#39;),quote=F)
+
+  #calculate ACC only sums and medians
+  ACC_sum&lt;-cbind(ACC$Method_name,rowSums(ACC[,-1])) %&gt;% as.data.frame()
+  colnames(ACC_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  ACC_sum$Sum_of_avg_across_patients&lt;-as.numeric(ACC_sum$Sum_of_avg_across_patients)
+
+
+  ACC_median&lt;-cbind(ACC$Method_name,apply(ACC[-1], 1, median)) %&gt;% as.data.frame()
+  colnames(ACC_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(ACC_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_onlyACC.csv&#39;),quote=F)
+  write.csv(ACC_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_onlyACC.csv&#39;),quote=F)
+
+  #  calculate equal weights sums and medians
+  AUC_half&lt;-cbind(sapply(AUC[,-1],&quot;*&quot;,0.5))
+  ACC_half&lt;-cbind(sapply(ACC[,-1],&quot;*&quot;,0.5))
+  equal&lt;-cbind( AUC_half + ACC_half)
+
+
+  equal_sum&lt;-cbind(AUC$Method_name,rowSums(equal)) %&gt;% as.data.frame()
+  colnames(equal_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  equal_sum$Sum_of_avg_across_patients&lt;-as.numeric(equal_sum$Sum_of_avg_across_patients)
+
+  equal_median&lt;-cbind(AUC$Method_name,apply(equal, 1, median)) %&gt;% as.data.frame()
+  colnames(equal_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+
+  write.csv(equal,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_equal.csv&#39;),quote=F)
+  write.csv(equal_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_equal.csv&#39;),quote=F)
+  write.csv(equal_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_equal.csv&#39;),quote=F)
+
+
+  #calculate 0.3 AUROC and 0.7 ACC weights sums and medians
+  AUC_low&lt;-cbind(sapply(AUC[,-1],&quot;*&quot;,0.3))
+  ACC_high&lt;-cbind(sapply(ACC[,-1],&quot;*&quot;,0.7))
+  three_seven&lt;-cbind( AUC_low + ACC_high)
+
+
+  three_seven_sum&lt;-cbind(AUC$Method_name,rowSums(three_seven)) %&gt;% as.data.frame()
+  colnames(three_seven_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  three_seven_sum$Sum_of_avg_across_patients&lt;-as.numeric(three_seven_sum$Sum_of_avg_across_patients)
+
+  three_seven_median&lt;-cbind(AUC$Method_name,apply(three_seven, 1, median)) %&gt;% as.data.frame()
+  colnames(three_seven_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(three_seven,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_37.csv&#39;),quote=F)
+  write.csv(three_seven_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_37.csv&#39;),quote=F)
+  write.csv(three_seven_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_37.csv&#39;),quote=F)
+
+  #calculate 0.7 AUROC and 0.3 ACC weights sums and medianssums and medians}
+  AUC_high&lt;-cbind(sapply(AUC[,-1],&quot;*&quot;,0.7))
+  ACC_low&lt;-cbind(sapply(ACC[,-1],&quot;*&quot;,0.3))
+  seven_three&lt;-cbind( AUC_low + ACC_high)
+
+  seven_three_sum&lt;-cbind(AUC$Method_name,rowSums(seven_three)) %&gt;% as.data.frame()
+  colnames(seven_three_sum)&lt;-c(&quot;Method_name&quot;,&quot;Sum_of_avg_across_patients&quot;)
+  seven_three_sum$Sum_of_avg_across_patients&lt;-as.numeric(seven_three_sum$Sum_of_avg_across_patients)
+
+
+  seven_three_median&lt;-cbind(AUC$Method_name,apply(seven_three, 1, median)) %&gt;% as.data.frame()
+  colnames(seven_three_median)&lt;-c(&quot;Method_name&quot;,&quot;Median_across_patients&quot;)
+
+  write.csv(seven_three,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_73.csv&#39;),quote=F)
+  write.csv(seven_three_sum,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_sums_73.csv&#39;),quote=F)
+  write.csv(seven_three_median,paste0(&#39;sim&#39;,sim,&#39;/Combined_data_median_73.csv&#39;),quote=F)
+}</code></pre>
+</div>
+<div id="step2-compute-average-row-sums-and-median-values-under-different-weights" class="section level1">
+<h1>Step2: Compute Average Row Sums and Median values under different weights</h1>
+<p>Next, we compute the average Row Sums and Median values under the 5 AUROC and ACC weights.</p>
+<pre class="r"><code>patterns&lt;-c(&quot;Combined_data_sums_onlyAUC&quot;,&quot;Combined_data_sums_onlyACC&quot;,&quot;Combined_data_sums_equal&quot;,&quot;Combined_data_sums_37&quot;,&quot;Combined_data_sums_73&quot;)
+
+dir.create(&quot;averages&quot;)
+
+for (pattern in patterns){
+  count_files &lt;- list.files(recursive=TRUE,pattern=paste0(&quot;^&quot;,pattern,&quot;.csv&quot;),full.names=TRUE)
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f &lt;- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 &lt;- f
+    }else
+    {
+     d1$Sum_of_avg_across_patients&lt;-d1$Sum_of_avg_across_patients+f$Sum_of_avg_across_patients
+    }
+  }
+    d1$Sum_of_avg_across_patients&lt;-d1$Sum_of_avg_across_patients/28
+    d1$Sum_of_avg_across_patients&lt;-d1$Sum_of_avg_across_patients/50
+    d1&lt;- d1 %&gt;% arrange(desc(Sum_of_avg_across_patients))
+    write.csv(d1,paste0(&quot;averages/Average_&quot;,pattern,&quot;.csv&quot;),quote=F)
+}</code></pre>
+<pre class="r"><code>patterns&lt;-c(&quot;Combined_data_median_onlyAUC&quot;,&quot;Combined_data_median_onlyACC&quot;,&quot;Combined_data_median_equal&quot;,&quot;Combined_data_median_37&quot;,&quot;Combined_data_median_73&quot;)
+
+for (pattern in patterns){
+  count_files &lt;- list.files(recursive=TRUE,pattern=paste0(&quot;^&quot;,pattern,&quot;.csv&quot;),full.names=TRUE)
+  count_files&lt;-count_files[!grepl(&quot;all&quot;, count_files)]
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    # read file i as a data frame
+    f &lt;- read.csv(i,row.names = 1)
+    if(length(d1) == 0){
+      d1 &lt;- f
+    }else
+    {
+     d1$Median_across_patients&lt;-d1$Median_across_patients+f$Median_across_patients
+    }
+  }
+    d1$Median_across_patients&lt;-d1$Median_across_patients/28
+    d1&lt;- d1 %&gt;% arrange(desc(Median_across_patients))
+    write.csv(d1,paste0(&quot;averages/Average_Median_&quot;,pattern,&quot;.csv&quot;),quote=F)
+}
+rm(list = ls())</code></pre>
+</div>
+<div id="step3-generate-heatmaps-of-average-row-sums-and-median-values-under-different-weights" class="section level1">
+<h1>Step3: Generate heatmaps of Average Row Sums and Median values under different weights</h1>
+<p>To identify the top performing network methods across all 28 networks and under different weights of the AUROC and ACC, we generate a heatmap with hierarchical clustering</p>
+<pre class="r"><code>pal&lt;-rev(c(&quot;#FF0000&quot;,&quot;#000000&quot;,&quot;#031e33&quot;,&quot;#0b5394&quot;,&quot;#38761d&quot;,&quot;#ffe700&quot;,&quot;#FFFFFF&quot;))
+count_files &lt;- list.files(path=&quot;averages&quot;,recursive=TRUE,pattern=paste0(&quot;Average_Combined&quot;),full.names=TRUE)
+
+d1&lt;-data.frame()
+for (i in count_files){
+  f&lt;-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1&lt;-f
+  }
+  else{
+    d1&lt;- merge(d1, f, by.x = &quot;Method_name&quot;, by.y = &quot;Method_name&quot;)
+  }
+
+  }
+
+
+  rownames(d1)&lt;-d1$Method_name
+  colnames(d1)&lt;-c(&quot;Method_name&quot;,&quot;AUC=0.3,ACC=0.7&quot;,&quot;AUC=0.7,ACC=0.3&quot;,&quot;AUC=0.5,ACC=0.5&quot;,&quot;AUC=0,ACC=1&quot;,&quot;AUC=1,ACC=0&quot;)
+  d1&lt;- d1 %&gt;% select(-Method_name)
+  heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c(&quot;Weight&lt;sub&gt;AUC=0.3&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.7&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.7&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.3&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.5&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.5&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0&lt;/sub&gt;,Weight&lt;sub&gt;ACC=1&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=1&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0&lt;/sub&gt;&quot;),main=&quot;Average Row Sums Value across 28 Networks&quot;,file = &quot;heatmap_rowsums.pdf&quot;,width=800,height=1000,margins = c(40, 50)) %&gt;%
+layout(height = 900)</code></pre>
+<div id="htmlwidget-5138bf791fcfbe510682" style="width:672px;height:480px;" class="plotly html-widget"></div>
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+<p><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br></p>
+<pre class="r"><code>patterns&lt;-c(&quot;Combined_data_median_onlyAUC&quot;,&quot;Combined_data_median_onlyACC&quot;,&quot;Combined_data_median_equal&quot;,&quot;Combined_data_median_37&quot;,&quot;Combined_data_median_73&quot;)
+
+count_files &lt;- list.files(path=&quot;averages&quot;,recursive=TRUE,pattern=paste0(&quot;Average_Median&quot;),full.names=TRUE)
+
+d1&lt;-data.frame()
+for (i in count_files){
+  f&lt;-read.csv(i,row.names = 1)
+
+  if(length(d1) == 0){
+    d1&lt;-f
+  }
+  else{
+    d1&lt;- merge(d1, f, by.x = &quot;Method_name&quot;, by.y = &quot;Method_name&quot;)
+  }
+
+  }
+
+
+  rownames(d1)&lt;-d1$Method_name
+  colnames(d1)&lt;-c(&quot;Method_name&quot;,&quot;AUC=0.3,ACC=0.7&quot;,&quot;AUC=0.7,ACC=0.3&quot;,&quot;AUC=0.5,ACC=0.5&quot;,&quot;AUC=0,ACC=1&quot;,&quot;AUC=1,ACC=0&quot;)
+  d1&lt;- d1 %&gt;% select(-Method_name)
+  heatmaply(d1,colors = pal,show_dendrogram = c(TRUE, FALSE),labCol=c(&quot;Weight&lt;sub&gt;AUC=0.3&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.7&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.7&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.3&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0.5&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0.5&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=0&lt;/sub&gt;,Weight&lt;sub&gt;ACC=1&lt;/sub&gt;&quot;,&quot;Weight&lt;sub&gt;AUC=1&lt;/sub&gt;,Weight&lt;sub&gt;ACC=0&lt;/sub&gt;&quot;),main=&quot;Average Median Value across 28 Networks&quot;,file = &quot;heatmap_medians.pdf&quot;,width=800,height=1000,margins = c(40, 50))  %&gt;%
+  layout(height = 900)</code></pre>
+<div id="htmlwidget-517be9eb628e3d472c14" style="width:672px;height:480px;" class="plotly html-widget"></div>
+<script type="application/json" 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+<p><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br><br></p>
+</div>
+<div id="step4-generate-line-plots-of-average-row-sums-and-median-auroc-and-acc-values-under-different-weights" class="section level1">
+<h1>Step4: Generate line plots of Average Row Sums and Median AUROC and ACC values under different weights</h1>
+<p>Using our heatmaps, we see that the top combined methods of network structure prediction are BF_PFmean, T_BCmean, T_BF_BCmean, T_BF_PF_BCmean, T_BF_PFmean, T_BFmean, T_PF_BCmean, T_PFmean. We can see how these compare to the individual methods (Tigress, BCorrU, BCohF, and PCohF) in all 28 networks individually using line plots</p>
+<pre class="r"><code>create_rowsum_lineplot&lt;-function(pattern,methods){
+  count_files &lt;- list.files(recursive=T,pattern=paste0(&quot;^&quot;,pattern),full.names=TRUE)
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    f &lt;- read.csv(i,row.names = 1) %&gt;% filter(Method_name %in% methods)
+    f&lt;- cbind(f,c(rep(unlist(strsplit(i,&#39;/&#39;))[2],nrow(f))))
+    colnames(f)[3]&lt;-c(&#39;time_series&#39;)
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 &lt;- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 &lt;- rbind(d1,f)
+    }
+  }
+
+  d1$time_series&lt;-gsub(&quot;sim&quot;,&quot;&quot;,d1$time_series)
+  d1$time_series&lt;-str_pad(d1$time_series, 2, pad = &quot;0&quot;)
+  colnames(d1)&lt;-c(&quot;Method&quot;,&quot;Row Sum&quot;,&quot;Network&quot;)
+  d1$`Row Sum`&lt;-d1$`Row Sum`/50
+
+  return(d1)
+}</code></pre>
+<div id="htmlwidget-99f18286eeb037adbb47" style="width:672px;height:480px;" class="plotly html-widget"></div>
+<script type="application/json" data-for="htmlwidget-99f18286eeb037adbb47">{"x":{"data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.930666666666666,0.922027972027972,0.91891240446796,0.9224515710957,0.986133333333334,0.986899766899766,0.996533333333334,0.8784,0.9128,0.9408,0.837878787878788,0.905058275058276,0.857866666666666,0.9392,0.897066666666666,0.926233766233766,0.965757575757576,0.927466666666666,0.932533333333334,0.945066666666666,0.922666666666666,0.9024,0.8784,0.7736,0.8648,0.835733333333334,0.887733333333334,0.921066666666666],"text":["Network: 01<br />Row Sum: 0.9306667<br />Method: BCohF<br />Method: BCohF","Network: 02<br />Row Sum: 0.9220280<br />Method: BCohF<br />Method: BCohF","Network: 03<br />Row Sum: 0.9189124<br />Method: BCohF<br />Method: BCohF","Network: 04<br />Row Sum: 0.9224516<br />Method: BCohF<br />Method: BCohF","Network: 05<br />Row Sum: 0.9861333<br />Method: BCohF<br />Method: BCohF","Network: 06<br />Row 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BCorrU<br />Method: BCorrU","Network: 17<br />Row Sum: 0.9241958<br />Method: BCorrU<br />Method: BCorrU","Network: 18<br />Row Sum: 0.9125333<br />Method: BCorrU<br />Method: BCorrU","Network: 19<br />Row Sum: 0.8786667<br />Method: BCorrU<br />Method: BCorrU","Network: 20<br />Row Sum: 0.8909333<br />Method: BCorrU<br />Method: BCorrU","Network: 21<br />Row Sum: 0.8877333<br />Method: BCorrU<br />Method: BCorrU","Network: 22<br />Row Sum: 0.8893333<br />Method: BCorrU<br />Method: BCorrU","Network: 23<br />Row Sum: 0.8600000<br />Method: BCorrU<br />Method: BCorrU","Network: 24<br />Row Sum: 0.7562667<br />Method: BCorrU<br />Method: BCorrU","Network: 25<br />Row Sum: 0.8368000<br />Method: BCorrU<br />Method: BCorrU","Network: 26<br />Row Sum: 0.7960000<br />Method: BCorrU<br />Method: BCorrU","Network: 27<br />Row Sum: 0.8466667<br />Method: BCorrU<br />Method: BCorrU","Network: 28<br />Row Sum: 0.8917333<br />Method: BCorrU<br />Method: BCorrU"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,186,218,1)","dash":"solid"},"hoveron":"points","name":"BCorrU","legendgroup":"BCorrU","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8322,0.873401430030644,0.880230810520666,0.907489161776864,0.8741,0.929622063329928,0.8793,0.7977,0.8245,0.8419,0.794371807967314,0.858488253319714,0.7612417072092,0.8402,0.8396,0.768174603174604,0.913779366700716,0.8314,0.8371,0.8482,0.8236,0.8203,0.848,0.7572,0.7833,0.7625,0.8064,0.8283],"text":["Network: 01<br />Row Sum: 0.8322000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Row Sum: 0.8734014<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Row Sum: 0.8802308<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Row Sum: 0.9074892<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Row Sum: 0.8741000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.9296221<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8793000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.7977000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8245000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8419000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.7943718<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8584883<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.7612417<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8402000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8396000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7681746<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.9137794<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8314000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8371000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8482000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8236000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8203000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8480000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.7572000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.7833000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.7625000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8064000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8283000<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(251,128,114,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.940533333333334,0.925384615384616,0.903932980599648,0.889005225496008,0.9944,0.992191142191142,1,0.899733333333334,0.943733333333334,0.957066666666666,0.821724941724942,0.903986013986014,0.856266666666666,0.9504,0.986133333333334,0.936883116883116,0.973636363636364,0.938933333333334,0.946666666666666,0.964266666666666,0.928,0.938133333333334,0.965333333333334,0.849866666666666,0.88,0.845333333333334,0.912133333333334,0.9424],"text":["Network: 01<br />Row Sum: 0.9405333<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9253846<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9039330<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.8890052<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9944000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9921911<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8997333<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9437333<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9570667<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8217249<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9039860<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8562667<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9504000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9861333<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9368831<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9736364<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9389333<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9642667<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9381333<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9653333<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8498667<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8800000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8453333<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9121333<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9424000<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(128,177,211,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9721,0.967221654749744,0.95003757380569,0.962028444874612,0.982,0.988947906026558,0.9868,0.9082,0.9227,0.975,0.84876404494382,0.959601634320736,0.82891468868249,0.8558,0.9531,0.835952380952382,0.980602655771196,0.9693,0.9807,0.9813,0.9644,0.9391,0.8973,0.7941,0.9165,0.8802,0.9219,0.9507],"text":["Network: 01<br />Row Sum: 0.9721000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9672217<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9500376<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9620284<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9820000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9889479<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9868000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9082000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9227000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8487640<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9596016<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8289147<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8558000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9531000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8359524<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9806027<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9693000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9807000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9813000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9644000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9391000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.8973000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.7941000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9165000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8802000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9219000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9507000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9709,0.96832482124617,0.949219001610306,0.960474529335458,0.9846,0.98932584269663,0.9885,0.9015,0.9186,0.9732,0.84444330949949,0.960337078651686,0.832628568971448,0.872,0.9333,0.829285714285714,0.979284984678244,0.9702,0.9816,0.9835,0.9622,0.9282,0.9003,0.7914,0.9119,0.8663,0.9117,0.9436],"text":["Network: 01<br />Row Sum: 0.9709000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9683248<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9492190<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9604745<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9846000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9893258<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9885000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9015000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9186000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9732000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8444433<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9603371<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8326286<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8720000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9333000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8292857<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9792850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9702000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9816000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9835000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9622000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9282000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9003000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.7914000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9119000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8663000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9117000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9436000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9687,0.9655873340143,0.947391304347826,0.959225629961218,0.987,0.989438202247192,0.9903,0.8928,0.9167,0.97,0.838712972420838,0.958202247191012,0.831924234606124,0.8834,0.9288,0.827063492063492,0.9773544433095,0.9663,0.9809,0.9839,0.9589,0.9172,0.9065,0.7909,0.9039,0.8544,0.901,0.938],"text":["Network: 01<br />Row Sum: 0.9687000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9655873<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9473913<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9592256<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9870000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9894382<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9903000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8928000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9167000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8387130<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9582022<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8319242<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8834000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9288000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8270635<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9773544<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9663000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9809000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9839000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9589000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9172000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9065000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.7909000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9039000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8544000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9010000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9380000<br />Method: T_BF_PF_BCmean<br />Method: 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16<br />Row Sum: 0.8320635<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9807865<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9716000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9825000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9841000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9634000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9104000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.7959000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9152000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8758000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9152000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9510000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9709,0.970949948927478,0.952533548040794,0.968998783430458,0.9816,0.988416751787538,0.9865,0.9061,0.9232,0.9745,0.853891726251276,0.963585291113382,0.829949137549756,0.852,0.9531,0.841031746031746,0.982063329928498,0.9717,0.9825,0.9828,0.9637,0.9389,0.9049,0.8,0.9199,0.8856,0.9259,0.9563],"text":["Network: 01<br />Row Sum: 0.9709000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9709499<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9525335<br />Method: 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T_BFmean","Network: 28<br />Row Sum: 0.9563000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,255,179,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9708,0.968947906026558,0.948574879227054,0.960303335820244,0.9842,0.98932584269663,0.9884,0.9019,0.919,0.9733,0.843891726251276,0.961215526046986,0.83267040149393,0.8729,0.9452,0.830079365079366,0.980337078651686,0.9705,0.9818,0.9834,0.9624,0.9331,0.9075,0.7936,0.9124,0.8686,0.9127,0.9459],"text":["Network: 01<br />Row Sum: 0.9708000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9689479<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9485749<br />Method: T_PF_BCmean<br />Method: 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/>Row Sum: 0.9452000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8300794<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9803371<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9705000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9818000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9834000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9624000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9331000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9075000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.7936000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9124000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8686000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9127000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9459000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(188,128,189,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.971,0.971838610827374,0.950391841116478,0.968242493900348,0.9813,0.988110316649642,0.9864,0.9073,0.9246,0.9746,0.85241062308478,0.9644126659857,0.831520652120498,0.8534,0.9615,0.839761904761904,0.982328907048008,0.9717,0.9827,0.9825,0.9632,0.9422,0.9098,0.8004,0.92,0.8872,0.9288,0.9572],"text":["Network: 01<br />Row Sum: 0.9710000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 02<br />Row Sum: 0.9718386<br />Method: 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T_PFmean","Network: 27<br />Row Sum: 0.9288000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Row Sum: 0.9572000<br />Method: T_PFmean<br />Method: T_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(204,235,197,1)","dash":"solid"},"hoveron":"points","name":"T_PFmean","legendgroup":"T_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9674,0.97144024514811,0.94874664519592,0.970338959127296,0.9748,0.985342185903984,0.9792,0.9052,0.919,0.9692,0.859622063329928,0.964525025536262,0.815089684996806,0.7941,0.9576,0.838650793650794,0.980337078651686,0.9687,0.9759,0.9761,0.9599,0.9432,0.8939,0.8046,0.9233,0.8933,0.9345,0.9539],"text":["Network: 01<br />Row Sum: 0.9674000<br />Method: Tigress<br />Method: Tigress","Network: 02<br />Row Sum: 0.9714402<br />Method: Tigress<br />Method: Tigress","Network: 03<br />Row Sum: 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T_BF_BCmean","Network: 06<br />Row Sum: 0.9754000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9792000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9032000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9168000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9608000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.9012000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9542000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8344000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8960000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9384000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8160000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9656000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9536000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9696000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9736000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9488000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9312000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9104000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8768000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9224000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8992000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9176000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9504,0.9594,0.960088888888888,0.986672,0.9752,0.9762,0.9808,0.9,0.9152,0.9536,0.901,0.9546,0.8328,0.8992,0.9224,0.8144,0.9648,0.9512,0.9688,0.9728,0.9456,0.9208,0.912,0.8792,0.9192,0.892,0.9112,0.9352],"text":["Network: 01<br />Row Sum: 0.9504000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9594000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9600889<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9866720<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9752000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9762000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9808000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.9000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9152000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9536000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.9010000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9546000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8328000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8992000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9224000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8144000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9648000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9512000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9688000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9728000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9456000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9208000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9120000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8792000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9192000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8920000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9112000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9352000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9528,0.9588,0.959111111111112,0.986552,0.9728,0.9752,0.98,0.9016,0.9184,0.96,0.9,0.9556,0.8336,0.8968,0.9328,0.8184,0.966,0.9544,0.9712,0.976,0.9456,0.9304,0.9168,0.8776,0.9232,0.8992,0.916,0.94],"text":["Network: 01<br />Row Sum: 0.9528000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9588000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9591111<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9865520<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9728000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9752000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9184000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.9000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9556000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8336000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8968000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9328000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8184000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9660000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9544000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9712000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9760000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9456000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9304000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9168000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8776000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9232000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8992000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9160000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9400000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9536,0.9586,0.960088888888888,0.986552,0.9712,0.9742,0.9792,0.9056,0.92,0.9584,0.8998,0.9536,0.8312,0.8928,0.948,0.8224,0.967,0.9536,0.9712,0.9736,0.9488,0.9336,0.9104,0.8728,0.9216,0.9008,0.924,0.9424],"text":["Network: 01<br />Row Sum: 0.9536000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9586000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9600889<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9865520<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9712000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9742000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9792000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9056000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9584000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8998000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9536000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8312000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8928000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9480000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8224000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9670000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9536000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9712000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9736000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9488000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9336000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9104000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8728000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9216000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.9008000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9240000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9424000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,255,179,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9512,0.9586,0.9592,0.98668,0.9728,0.9752,0.9792,0.9032,0.9168,0.96,0.9006,0.9548,0.8336,0.896,0.9392,0.8152,0.966,0.9528,0.9696,0.9728,0.9488,0.9296,0.9176,0.88,0.9216,0.8984,0.9168,0.94],"text":["Network: 01<br />Row Sum: 0.9512000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9586000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9592000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9866800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9728000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9752000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9792000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9032000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9168000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.9006000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9548000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8336000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8960000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9392000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8152000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9660000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9528000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9696000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9728000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9488000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9296000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9176000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9216000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8984000<br />Method: T_PF_BCmean<br />Method: 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/>Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.9276706<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9916000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9876956<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8954667<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9358667<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9457333<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8262625<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9063930<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8585333<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9448000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9802667<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9284416<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9658182<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9334667<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9341333<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9541333<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9224000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9298667<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9594667<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8513333<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8704000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8418667<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9064667<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9312000<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(128,177,211,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96285,0.963210827374872,0.954885453569512,0.974366222437306,0.9766,0.981773953013278,0.983,0.9073,0.92135,0.9679,0.87508202247191,0.957300817160368,0.831257344341246,0.8759,0.95135,0.83037619047619,0.973501327885598,0.96185,0.97435,0.97585,0.9574,0.93635,0.90225,0.83425,0.91945,0.8917,0.92335,0.94495],"text":["Network: 01<br />Row Sum: 0.9628500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9632108<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9548855<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9743662<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9766000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9817740<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9830000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9073000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9213500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9679000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8750820<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9573008<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8312573<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8759000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9513500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8303762<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9735013<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9618500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9743500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9758500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9574000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9363500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9022500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8342500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9194500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8917000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9233500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9449500<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96145,0.963662410623084,0.954431723027376,0.973625264667728,0.9787,0.982362921348314,0.98385,0.90235,0.9177,0.967,0.872821654749744,0.957268539325842,0.833514284485724,0.884,0.93585,0.822642857142858,0.972442492339122,0.9619,0.9756,0.97855,0.9555,0.9297,0.90535,0.8341,0.91715,0.88275,0.91465,0.9418],"text":["Network: 01<br />Row Sum: 0.9614500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9636624<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9544317<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9736253<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9787000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9823629<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9838500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9023500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9177000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9670000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8728217<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9572685<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8335143<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8840000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9358500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8226429<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9724425<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9619000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9756000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9785500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9555000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9297000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9053500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8341000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9171500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8827500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9146500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9418000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95955,0.96249366700715,0.953740096618358,0.972948814980608,0.9811,0.982819101123596,0.98555,0.8964,0.91595,0.9618,0.869856486210418,0.956401123595506,0.832362117303062,0.8913,0.9256,0.820731746031746,0.97107722165475,0.95875,0.97485,0.97835,0.95225,0.919,0.90925,0.83505,0.91155,0.8732,0.9061,0.9366],"text":["Network: 01<br />Row Sum: 0.9595500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9624937<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9537401<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9729488<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9811000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9828191<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9855500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8964000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9159500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9618000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8698565<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9564011<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8323621<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8913000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9256000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8207317<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9710772<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9587500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9748500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9783500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9522500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9190000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9092500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8350500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9115500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8732000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9061000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9366000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9615,0.964170173646578,0.954444176060118,0.975714785043588,0.97835,0.9823037793667,0.98425,0.9014,0.91885,0.9671,0.872272727272728,0.958617160367722,0.83288835200747,0.88545,0.93765,0.825231746031746,0.973393258426966,0.963,0.97685,0.98005,0.9545,0.93035,0.9136,0.83675,0.9192,0.8875,0.9156,0.9455],"text":["Network: 01<br />Row Sum: 0.9615000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9641702<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9544442<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9757148<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9783500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9823038<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9842500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9014000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9188500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9671000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8722727<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9586172<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8328884<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8854500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9376500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8252317<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9733933<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9630000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9768500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9800500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9545000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9136000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8367500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9192000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8875000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br 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BCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(141,211,199,1)","dash":"solid"},"hoveron":"points","name":"BCohF","legendgroup":"BCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8848,0.883157482517482,0.898177142857142,0.936979427417998,0.96784,0.96698013986014,0.98576,0.85632,0.90696,0.932,0.82378013986014,0.86980083916084,0.82616,0.89896,0.87088,0.900911168831168,0.920138741258742,0.89984,0.86616,0.87992,0.87672,0.87272,0.84488,0.75776,0.83792,0.80328,0.842,0.88352],"text":["Network: 01<br />Row Sum: 0.8848000<br />Method: BCorrU<br />Method: BCorrU","Network: 02<br />Row Sum: 0.8831575<br />Method: BCorrU<br />Method: BCorrU","Network: 03<br />Row Sum: 0.8981771<br />Method: BCorrU<br />Method: BCorrU","Network: 04<br />Row Sum: 0.9369794<br />Method: BCorrU<br />Method: BCorrU","Network: 05<br />Row Sum: 0.9678400<br />Method: BCorrU<br />Method: BCorrU","Network: 06<br />Row Sum: 0.9669801<br />Method: BCorrU<br />Method: BCorrU","Network: 07<br />Row Sum: 0.9857600<br />Method: BCorrU<br />Method: BCorrU","Network: 08<br />Row Sum: 0.8563200<br />Method: BCorrU<br />Method: BCorrU","Network: 09<br />Row Sum: 0.9069600<br />Method: BCorrU<br />Method: BCorrU","Network: 10<br />Row Sum: 0.9320000<br />Method: BCorrU<br />Method: BCorrU","Network: 11<br />Row Sum: 0.8237801<br />Method: BCorrU<br />Method: BCorrU","Network: 12<br />Row Sum: 0.8698008<br />Method: BCorrU<br />Method: BCorrU","Network: 13<br />Row Sum: 0.8261600<br />Method: BCorrU<br />Method: BCorrU","Network: 14<br />Row Sum: 0.8989600<br />Method: BCorrU<br />Method: BCorrU","Network: 15<br />Row Sum: 0.8708800<br />Method: BCorrU<br />Method: BCorrU","Network: 16<br />Row Sum: 0.9009112<br />Method: BCorrU<br />Method: BCorrU","Network: 17<br />Row Sum: 0.9201387<br />Method: BCorrU<br />Method: BCorrU","Network: 18<br />Row Sum: 0.8998400<br />Method: BCorrU<br />Method: BCorrU","Network: 19<br />Row Sum: 0.8661600<br />Method: BCorrU<br />Method: BCorrU","Network: 20<br />Row Sum: 0.8799200<br />Method: BCorrU<br />Method: BCorrU","Network: 21<br />Row Sum: 0.8767200<br />Method: BCorrU<br />Method: BCorrU","Network: 22<br />Row Sum: 0.8727200<br />Method: BCorrU<br />Method: BCorrU","Network: 23<br />Row Sum: 0.8448800<br />Method: BCorrU<br />Method: BCorrU","Network: 24<br />Row Sum: 0.7577600<br />Method: BCorrU<br />Method: BCorrU","Network: 25<br />Row Sum: 0.8379200<br />Method: BCorrU<br />Method: BCorrU","Network: 26<br />Row Sum: 0.8032800<br />Method: BCorrU<br />Method: BCorrU","Network: 27<br />Row Sum: 0.8420000<br />Method: BCorrU<br />Method: BCorrU","Network: 28<br />Row Sum: 0.8835200<br />Method: BCorrU<br />Method: BCorrU"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,186,218,1)","dash":"solid"},"hoveron":"points","name":"BCorrU","legendgroup":"BCorrU","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.83654,0.891740429009194,0.911118132045088,0.955441148533058,0.84855,0.908326618998978,0.85067,0.82451,0.83255,0.83777,0.865231542390194,0.887126475995914,0.78893251216276,0.83838,0.83876,0.75965238095238,0.903993810010214,0.8363,0.83745,0.84134,0.83396,0.83241,0.84072,0.81236,0.81963,0.81227,0.82768,0.83481],"text":["Network: 01<br />Row Sum: 0.8365400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Row Sum: 0.8917404<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Row Sum: 0.9111181<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Row Sum: 0.9554411<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Row Sum: 0.8485500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.9083266<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8506700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.8245100<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8325500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8377700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.8652315<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8871265<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.7889325<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8383800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8387600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7596524<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.9039938<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8363000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8374500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8413400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8339600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8324100<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8407200<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.8123600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.8196300<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.8122700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8276800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8348100<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(251,128,114,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.92952,0.919375384615384,0.919784338624338,0.943136767648802,0.99048,0.985897342657342,1,0.89376,0.93272,0.9412,0.828077482517482,0.907355804195804,0.85944,0.94256,0.97792,0.925064935064934,0.96269090909091,0.93128,0.92912,0.95008,0.92016,0.92656,0.95712,0.85192,0.86656,0.84048,0.9042,0.92672],"text":["Network: 01<br />Row Sum: 0.9295200<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9193754<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9197843<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.9431368<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9904800<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9858973<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8937600<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9327200<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9412000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8280775<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9073558<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8594400<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9425600<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9779200<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9250649<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9626909<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9312800<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9291200<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9500800<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9201600<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9265600<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9571200<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8519200<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8665600<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8404800<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9042000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9267200<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(128,177,211,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95915,0.961606496424924,0.95682460547504,0.979301333462384,0.97444,0.978904371807968,0.98148,0.90694,0.92081,0.96506,0.885609213483146,0.95638049029622,0.832194406604748,0.88394,0.95065,0.828145714285714,0.970660796731358,0.95887,0.97181,0.97367,0.9546,0.93525,0.90423,0.85031,0.92063,0.8963,0.92393,0.94265],"text":["Network: 01<br />Row Sum: 0.9591500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9616065<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9568246<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9793013<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9744400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9789044<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9814800<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9069400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9208100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9650600<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8856092<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9563805<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8321944<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8839400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9506500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8281457<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9706608<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9588700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9718100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9736700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9546000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9352500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9042300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8503100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9206300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8963000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9239300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9426500<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95767,0.96179744637385,0.956516811594202,0.978885558800638,0.97634,0.979577752808988,0.98199,0.90269,0.91734,0.96452,0.884172992849846,0.956041123595506,0.833868570691434,0.8888,0.93687,0.819985714285714,0.969705495403472,0.95858,0.9732,0.97657,0.95282,0.9303,0.90737,0.85118,0.91925,0.88933,0.91583,0.94108],"text":["Network: 01<br />Row Sum: 0.9576700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9617974<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9565168<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9788856<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9763400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9795778<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9819900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9026900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9173400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9645200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8841730<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9560411<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8338686<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8888000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9368700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8199857<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9697055<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9585800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9732000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9765700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9528200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9073700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8511800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9192500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8893300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9158300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9410800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95589,0.96125620020429,0.95627961352657,0.978438088988366,0.97874,0.980171460674158,0.98365,0.89784,0.91565,0.95852,0.882313891726252,0.955680674157304,0.832537270381836,0.89446,0.92432,0.818199047619048,0.96856633299285,0.95573,0.97243,0.97613,0.94959,0.91972,0.91035,0.85271,0.91461,0.88072,0.90814,0.93604],"text":["Network: 01<br />Row Sum: 0.9558900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9612562<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9562796<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9784381<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9787400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9801715<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9836500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8978400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9156500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9585200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8823139<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9556807<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8325373<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8944600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9243200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8181990<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9685663<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9557300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9724300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9761300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9495900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9197200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9103500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8527100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9146100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8807200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9081400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9360400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95802,0.962022104187946,0.956310950080516,0.980049671026152,0.97613,0.97946226762002,0.98255,0.90148,0.91867,0.96426,0.883363636363636,0.957410296220634,0.833173011204482,0.88999,0.93571,0.822499047619048,0.97043595505618,0.95956,0.97459,0.97843,0.95094,0.93037,0.91488,0.85309,0.9208,0.89218,0.91576,0.9433],"text":["Network: 01<br />Row Sum: 0.9580200<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9620221<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9563110<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9800497<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9761300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9794623<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9825500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9014800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9186700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9642600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8833636<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9574103<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8331730<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8899900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9357100<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8224990<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9704360<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9595600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9784300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9509400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9148800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8530900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9208000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8921800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9157600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9433000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95879,0.962304984678244,0.95782228663446,0.981286035029138,0.97432,0.978465025536262,0.98139,0.90575,0.92096,0.96323,0.886027517875384,0.956595587334014,0.830824741264926,0.88056,0.94953,0.827989523809524,0.97151899897855,0.95903,0.97459,0.97636,0.95327,0.93519,0.90875,0.85096,0.92109,0.89624,0.92457,0.94657],"text":["Network: 01<br />Row Sum: 0.9587900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9623050<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9578223<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9812860<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9743200<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9784650<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9813900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9057500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9209600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9632300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8860275<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9565956<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8308247<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8805600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9495300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8279895<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9715190<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9590300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9763600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9532700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9351900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9087500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8509600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9210900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.8962400<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9245700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9465700<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,255,179,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95708,0.961704371807968,0.956012463768116,0.978767000746072,0.97622,0.979437752808988,0.98196,0.90281,0.91746,0.96399,0.883587517875384,0.956724657814096,0.83332112044818,0.88907,0.941,0.81966380952381,0.970301123595506,0.95811,0.97326,0.97598,0.95288,0.93065,0.91457,0.85408,0.91884,0.88946,0.91557,0.94177],"text":["Network: 01<br />Row Sum: 0.9570800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9617044<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9560125<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9787670<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9762200<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9794378<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9819600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9028100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9174600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9639900<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.8835875<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9567247<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8333211<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8890700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9410000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8196638<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9703011<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9581100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9732600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9759800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9528800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9306500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9145700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8540800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9188400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8894600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9155700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9417700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(188,128,189,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95882,0.962711583248212,0.95674421900161,0.980863148170104,0.97423,0.978093094994892,0.98136,0.90667,0.92306,0.96382,0.885443186925434,0.95726379979571,0.83241619563615,0.8821,0.95373,0.828728571428572,0.971178672114402,0.95847,0.97409,0.97515,0.95256,0.9373,0.91302,0.85444,0.92224,0.8984,0.92488,0.94908],"text":["Network: 01<br />Row Sum: 0.9588200<br />Method: T_PFmean<br />Method: T_PFmean","Network: 02<br />Row Sum: 0.9627116<br />Method: T_PFmean<br />Method: T_PFmean","Network: 03<br />Row Sum: 0.9567442<br />Method: T_PFmean<br />Method: T_PFmean","Network: 04<br />Row Sum: 0.9808631<br />Method: T_PFmean<br />Method: T_PFmean","Network: 05<br />Row Sum: 0.9742300<br />Method: T_PFmean<br />Method: T_PFmean","Network: 06<br />Row Sum: 0.9780931<br />Method: T_PFmean<br />Method: T_PFmean","Network: 07<br />Row Sum: 0.9813600<br />Method: T_PFmean<br />Method: T_PFmean","Network: 08<br />Row Sum: 0.9066700<br />Method: T_PFmean<br />Method: T_PFmean","Network: 09<br />Row Sum: 0.9230600<br />Method: T_PFmean<br />Method: T_PFmean","Network: 10<br />Row Sum: 0.9638200<br />Method: T_PFmean<br />Method: T_PFmean","Network: 11<br />Row Sum: 0.8854432<br />Method: T_PFmean<br />Method: T_PFmean","Network: 12<br />Row Sum: 0.9572638<br />Method: T_PFmean<br />Method: T_PFmean","Network: 13<br />Row Sum: 0.8324162<br />Method: T_PFmean<br />Method: T_PFmean","Network: 14<br />Row Sum: 0.8821000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 15<br />Row Sum: 0.9537300<br />Method: T_PFmean<br />Method: T_PFmean","Network: 16<br />Row Sum: 0.8287286<br />Method: T_PFmean<br />Method: T_PFmean","Network: 17<br />Row Sum: 0.9711787<br />Method: T_PFmean<br />Method: T_PFmean","Network: 18<br />Row Sum: 0.9584700<br />Method: T_PFmean<br />Method: T_PFmean","Network: 19<br />Row Sum: 0.9740900<br />Method: T_PFmean<br />Method: T_PFmean","Network: 20<br />Row Sum: 0.9751500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 21<br />Row Sum: 0.9525600<br />Method: T_PFmean<br />Method: T_PFmean","Network: 22<br />Row Sum: 0.9373000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 23<br />Row Sum: 0.9130200<br />Method: T_PFmean<br />Method: T_PFmean","Network: 24<br />Row Sum: 0.8544400<br />Method: T_PFmean<br />Method: T_PFmean","Network: 25<br />Row Sum: 0.9222400<br />Method: T_PFmean<br />Method: T_PFmean","Network: 26<br />Row Sum: 0.8984000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 27<br />Row Sum: 0.9248800<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Row Sum: 0.9490800<br />Method: T_PFmean<br />Method: T_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(204,235,197,1)","dash":"solid"},"hoveron":"points","name":"T_PFmean","legendgroup":"T_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95662,0.961052073544434,0.95506843800322,0.981189687738188,0.96612,0.975022655771196,0.96968,0.901,0.91466,0.95772,0.886066618998978,0.955617507660878,0.825246905499042,0.86263,0.94584,0.827835238095238,0.969321123595506,0.95757,0.95973,0.96315,0.95045,0.93536,0.89537,0.85066,0.91875,0.89743,0.92771,0.94697],"text":["Network: 01<br />Row Sum: 0.9566200<br />Method: Tigress<br />Method: 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0.9706608<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9588700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9718100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9736700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9546000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9352500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9042300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8503100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9206300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8963000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9239300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9426500<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95767,0.96179744637385,0.956516811594202,0.978885558800638,0.97634,0.979577752808988,0.98199,0.90269,0.91734,0.96452,0.884172992849846,0.956041123595506,0.833868570691434,0.8888,0.93687,0.819985714285714,0.969705495403472,0.95858,0.9732,0.97657,0.95282,0.9303,0.90737,0.85118,0.91925,0.88933,0.91583,0.94108],"text":["Network: 01<br />Row Sum: 0.9576700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9617974<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9565168<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9788856<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9763400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9795778<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9819900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9026900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9173400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9645200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8841730<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9560411<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8338686<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8888000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9368700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8199857<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9697055<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9585800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9732000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9765700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9528200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9073700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8511800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9192500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8893300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9158300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9410800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95589,0.96125620020429,0.95627961352657,0.978438088988366,0.97874,0.980171460674158,0.98365,0.89784,0.91565,0.95852,0.882313891726252,0.955680674157304,0.832537270381836,0.89446,0.92432,0.818199047619048,0.96856633299285,0.95573,0.97243,0.97613,0.94959,0.91972,0.91035,0.85271,0.91461,0.88072,0.90814,0.93604],"text":["Network: 01<br />Row Sum: 0.9558900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9612562<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9562796<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9784381<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9787400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9801715<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9836500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8978400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9156500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9585200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8823139<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9556807<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8325373<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8944600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9243200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8181990<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9685663<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9557300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9724300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9761300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9495900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9197200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9103500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8527100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9146100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8807200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9081400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9360400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95802,0.962022104187946,0.956310950080516,0.980049671026152,0.97613,0.97946226762002,0.98255,0.90148,0.91867,0.96426,0.883363636363636,0.957410296220634,0.833173011204482,0.88999,0.93571,0.822499047619048,0.97043595505618,0.95956,0.97459,0.97843,0.95094,0.93037,0.91488,0.85309,0.9208,0.89218,0.91576,0.9433],"text":["Network: 01<br />Row Sum: 0.9580200<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9620221<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9563110<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9800497<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9761300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9794623<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9825500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9014800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9186700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9642600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8833636<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9574103<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8331730<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8899900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9357100<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8224990<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9704360<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9595600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9784300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9509400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9148800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8530900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9208000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8921800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9157600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9433000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95879,0.962304984678244,0.95782228663446,0.981286035029138,0.97432,0.978465025536262,0.98139,0.90575,0.92096,0.96323,0.886027517875384,0.956595587334014,0.830824741264926,0.88056,0.94953,0.827989523809524,0.97151899897855,0.95903,0.97459,0.97636,0.95327,0.93519,0.90875,0.85096,0.92109,0.89624,0.92457,0.94657],"text":["Network: 01<br />Row Sum: 0.9587900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9623050<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9578223<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9812860<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9743200<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9784650<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9813900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9057500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9209600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9632300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8860275<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9565956<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8308247<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8805600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9495300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8279895<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9715190<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9590300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9763600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9532700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9351900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9087500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8509600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9210900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.8962400<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9245700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9465700<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,255,179,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95708,0.961704371807968,0.956012463768116,0.978767000746072,0.97622,0.979437752808988,0.98196,0.90281,0.91746,0.96399,0.883587517875384,0.956724657814096,0.83332112044818,0.88907,0.941,0.81966380952381,0.970301123595506,0.95811,0.97326,0.97598,0.95288,0.93065,0.91457,0.85408,0.91884,0.88946,0.91557,0.94177],"text":["Network: 01<br />Row Sum: 0.9570800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9617044<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9560125<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9787670<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9762200<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9794378<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9819600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9028100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9174600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9639900<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.8835875<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9567247<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8333211<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8890700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9410000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8196638<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9703011<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9581100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9732600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9759800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9528800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9306500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9145700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8540800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9188400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8894600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9155700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9417700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(188,128,189,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95882,0.962711583248212,0.95674421900161,0.980863148170104,0.97423,0.978093094994892,0.98136,0.90667,0.92306,0.96382,0.885443186925434,0.95726379979571,0.83241619563615,0.8821,0.95373,0.828728571428572,0.971178672114402,0.95847,0.97409,0.97515,0.95256,0.9373,0.91302,0.85444,0.92224,0.8984,0.92488,0.94908],"text":["Network: 01<br />Row Sum: 0.9588200<br />Method: T_PFmean<br />Method: 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+<pre class="r"><code>create_median_lineplot&lt;-function(pattern,methods){
+  count_files &lt;- list.files(recursive=T,pattern=paste0(&quot;^&quot;,pattern),full.names=TRUE)
+  d1&lt;-data.frame()
+  for (i in count_files) {
+    f &lt;- read.csv(i,row.names = 1) %&gt;% filter(Method_name %in% methods)
+    f&lt;- cbind(f,c(rep(unlist(strsplit(i,&#39;/&#39;))[2],nrow(f))))
+    colnames(f)[3]&lt;-c(&#39;time_series&#39;)
+
+    #if the counts object is empty just copy the f to m
+    if(length(d1) == 0){
+      d1 &lt;- f
+
+    } else
+    {
+      #if the dataframe is not empty then merge the data
+      d1 &lt;- rbind(d1,f)
+    }
+  }
+
+  d1$time_series&lt;-gsub(&quot;sim&quot;,&quot;&quot;,d1$time_series)
+  d1$time_series&lt;-str_pad(d1$time_series, 2, pad = &quot;0&quot;)
+  colnames(d1)&lt;-c(&quot;Method&quot;,&quot;Median&quot;,&quot;Network&quot;)
+
+  return(d1)
+}</code></pre>
+<div id="htmlwidget-132642eb30db817f2ab9" style="width:672px;height:480px;" class="plotly html-widget"></div>
+<script type="application/json" data-for="htmlwidget-132642eb30db817f2ab9">{"x":{"data":[{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.946666666666667,0.924825174825175,0.922839506172839,0.922910146286313,1,0.993006993006993,1,0.893333333333333,0.92,0.96,0.844988344988345,0.91025641025641,0.866666666666667,0.946666666666667,0.893333333333333,0.935064935064935,0.973193473193473,0.933333333333333,0.94,0.966666666666667,0.946666666666667,0.893333333333333,0.88,0.786666666666667,0.866666666666667,0.86,0.893333333333333,0.92],"text":["Network: 01<br />Median: 0.9466667<br />Method: BCohF<br />Method: BCohF","Network: 02<br />Median: 0.9248252<br />Method: BCohF<br />Method: BCohF","Network: 03<br />Median: 0.9228395<br />Method: BCohF<br />Method: BCohF","Network: 04<br />Median: 0.9229101<br />Method: BCohF<br />Method: BCohF","Network: 05<br />Median: 1.0000000<br />Method: BCohF<br />Method: BCohF","Network: 06<br />Median: 0.9930070<br 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/>Median: 0.8772732<br />Method: BCorrU<br />Method: BCorrU","Network: 05<br />Median: 1.0000000<br />Method: BCorrU<br />Method: BCorrU","Network: 06<br />Median: 0.9831002<br />Method: BCorrU<br />Method: BCorrU","Network: 07<br />Median: 1.0000000<br />Method: BCorrU<br />Method: BCorrU","Network: 08<br />Median: 0.8733333<br />Method: BCorrU<br />Method: BCorrU","Network: 09<br />Median: 0.9200000<br />Method: BCorrU<br />Method: BCorrU","Network: 10<br />Median: 0.9533333<br />Method: BCorrU<br />Method: BCorrU","Network: 11<br />Median: 0.8269231<br />Method: BCorrU<br />Method: BCorrU","Network: 12<br />Median: 0.8554779<br />Method: BCorrU<br />Method: BCorrU","Network: 13<br />Median: 0.8266667<br />Method: BCorrU<br />Method: BCorrU","Network: 14<br />Median: 0.9200000<br />Method: BCorrU<br />Method: BCorrU","Network: 15<br />Median: 0.8933333<br />Method: BCorrU<br />Method: BCorrU","Network: 16<br />Median: 0.9220779<br />Method: BCorrU<br />Method: BCorrU","Network: 17<br 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BCorrU"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,186,218,1)","dash":"solid"},"hoveron":"points","name":"BCorrU","legendgroup":"BCorrU","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.876404494382023,0.885802469135803,0.907345794769423,0.88,0.934627170582227,0.88,0.8,0.84,0.86,0.796475995914198,0.863636363636364,0.74561403508772,0.85,0.84,0.777777777777778,0.918283963227783,0.84,0.84,0.86,0.84,0.82,0.865,0.775,0.795,0.78,0.8,0.835],"text":["Network: 01<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Median: 0.8764045<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Median: 0.8858025<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Median: 0.9073458<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Median: 0.8800000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Median: 0.9346272<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Median: 0.8800000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Median: 0.8000000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Median: 0.8600000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Median: 0.7964760<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Median: 0.8636364<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Median: 0.7456140<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Median: 0.8500000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Median: 0.7777778<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Median: 0.9182840<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Median: 0.8600000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Median: 0.8200000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Median: 0.8650000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Median: 0.7750000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Median: 0.7950000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Median: 0.7800000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Median: 0.8000000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Median: 0.8350000<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(251,128,114,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.953333333333333,0.931235431235431,0.902263374485597,0.89210867377187,1,0.997668997668998,1,0.92,0.946666666666667,0.973333333333333,0.828671328671329,0.914335664335664,0.866666666666667,0.973333333333333,1,0.948051948051948,0.980769230769231,0.946666666666667,0.973333333333333,0.973333333333333,0.946666666666667,0.946666666666667,1,0.866666666666667,0.893333333333333,0.866666666666667,0.906666666666667,0.946666666666667],"text":["Network: 01<br />Median: 0.9533333<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 0.9312354<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 0.9022634<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 0.8921087<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 0.9976690<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 0.8286713<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 0.9143357<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 0.8666667<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 0.9480519<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 0.9807692<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 0.8666667<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 0.8933333<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 0.8666667<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 0.9066667<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(128,177,211,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.97,0.975995914198162,0.952898550724638,0.962427493127391,0.98,0.98953013278856,0.99,0.925,0.945,0.975,0.851378958120531,0.968079673135853,0.831816059757236,0.86,0.97,0.843253968253968,0.985444330949949,0.98,0.99,0.99,0.97,0.95,0.915,0.84,0.9375,0.885,0.93,0.97],"text":["Network: 01<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 0.9759959<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 0.9528986<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 0.9624275<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 0.9800000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 0.9895301<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 0.9900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 0.9250000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 0.9450000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 0.8513790<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 0.9680797<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 0.8318161<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 0.8600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 0.8432540<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 0.9854443<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 0.9800000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 0.9900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 0.9500000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 0.9150000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 0.9375000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 0.8850000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 0.9300000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9725,0.972420837589377,0.953770799785293,0.960747148455091,0.98,0.990296220633299,0.995,0.9125,0.94,0.98,0.846527068437181,0.969101123595506,0.840073529411765,0.885,0.94,0.831349206349206,0.98391215526047,0.98,0.99,0.99,0.97,0.9425,0.905,0.8375,0.93,0.875,0.9125,0.97],"text":["Network: 01<br />Median: 0.9725000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 0.9724208<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 0.9537708<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 0.9607471<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 0.9902962<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 0.9950000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 0.9125000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 0.8465271<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 0.9691011<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 0.8400735<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 0.8850000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 0.8313492<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 0.9839122<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 0.9900000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 0.9425000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 0.9050000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 0.8375000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 0.9300000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 0.8750000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 0.9125000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.98,0.970377936670072,0.950550187869029,0.959802794749258,0.99,0.990040858018386,1,0.9075,0.94,0.98,0.838866189989786,0.965270684371808,0.845559056956116,0.895,0.9325,0.827380952380953,0.981103166496425,0.98,0.99,0.9925,0.97,0.925,0.925,0.8125,0.92,0.8675,0.905,0.9475],"text":["Network: 01<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 0.9703779<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 0.9505502<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 0.9598028<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 0.9900000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 0.9900409<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 1.0000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 0.9075000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 0.9400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 0.8388662<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 0.9652707<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 0.8455591<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 0.8950000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 0.9325000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 0.8273810<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 0.9811032<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 0.9925000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 0.9250000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 0.9250000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 0.8125000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 0.8675000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 0.9050000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 0.9475000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9775,0.975229826353422,0.951489533011272,0.964423742598082,0.98,0.990040858018386,0.9975,0.92,0.9425,0.98,0.849080694586313,0.969611848825332,0.837768440709617,0.88,0.945,0.83531746031746,0.984678243105209,0.98,0.99,0.9925,0.97,0.9425,0.9275,0.8225,0.9325,0.8825,0.915,0.97],"text":["Network: 01<br />Median: 0.9775000<br 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T_BF_PF_BCmean","Network: 17<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 0.8800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 0.8800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9864,0.96,0.975,0.98,0.9,0.92,0.96,0.9,0.96,0.84,0.88,0.92,0.8,0.97,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 0.9864000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 0.9750000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 0.9000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 0.9000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 0.8400000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 0.8000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9866,0.96,0.97,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.82,0.97,0.96,0.96,0.96,0.96,0.94,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 0.9866000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 0.9000000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 0.8400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 0.8800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 0.8200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 0.9400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 0.8800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 0.8800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,255,179,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9868,0.96,0.975,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.94,0.8,0.97,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Median: 0.9868000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Median: 0.9750000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Median: 0.9000000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Median: 0.8400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Median: 0.9400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Median: 0.8000000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(188,128,189,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.962222222222222,0.9862,0.96,0.97,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.84,0.97,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 02<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 03<br />Median: 0.9622222<br />Method: T_PFmean<br />Method: T_PFmean","Network: 04<br />Median: 0.9862000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 05<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 06<br />Median: 0.9700000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 07<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 08<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 09<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 10<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 11<br />Median: 0.9000000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 12<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 13<br />Median: 0.8400000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 14<br />Median: 0.8800000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 15<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 16<br />Median: 0.8400000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 17<br />Median: 0.9700000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 18<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 19<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 20<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 21<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 22<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 23<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 24<br />Median: 0.8800000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 25<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 26<br />Median: 0.8800000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 27<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(204,235,197,1)","dash":"solid"},"hoveron":"points","name":"T_PFmean","legendgroup":"T_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.957777777777778,0.986,0.96,0.97,0.96,0.9,0.92,0.96,0.9,0.95,0.84,0.88,0.96,0.84,0.97,0.96,0.96,0.96,0.96,0.92,0.88,0.84,0.92,0.92,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 02<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 03<br />Median: 0.9577778<br />Method: Tigress<br />Method: Tigress","Network: 04<br />Median: 0.9860000<br />Method: Tigress<br />Method: Tigress","Network: 05<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 06<br />Median: 0.9700000<br />Method: Tigress<br />Method: Tigress","Network: 07<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 08<br />Median: 0.9000000<br />Method: Tigress<br />Method: Tigress","Network: 09<br />Median: 0.9200000<br />Method: Tigress<br />Method: Tigress","Network: 10<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 11<br />Median: 0.9000000<br />Method: Tigress<br />Method: Tigress","Network: 12<br />Median: 0.9500000<br />Method: Tigress<br />Method: Tigress","Network: 13<br />Median: 0.8400000<br />Method: Tigress<br />Method: Tigress","Network: 14<br />Median: 0.8800000<br />Method: Tigress<br />Method: Tigress","Network: 15<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 16<br />Median: 0.8400000<br />Method: Tigress<br />Method: Tigress","Network: 17<br />Median: 0.9700000<br />Method: Tigress<br />Method: Tigress","Network: 18<br />Median: 0.9600000<br />Method: Tigress<br />Method: Tigress","Network: 19<br />Median: 0.9600000<br />Method: Tigress<br 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T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.96876404494382,0.957355072463768,0.973480412558224,0.97,0.982137385086823,0.9775,0.90625,0.93,0.97,0.874103677221655,0.962231869254341,0.82921335200747,0.88875,0.93875,0.815674603174603,0.973891726251277,0.97,0.975,0.975,0.965,0.94,0.90375,0.84,0.92625,0.8875,0.91125,0.95625],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 0.9687640<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 0.9573551<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 0.9734804<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 0.9821374<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 0.9775000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 0.9062500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 0.9300000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 0.8741037<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 0.9622319<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 0.8292134<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 0.8887500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 0.9387500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 0.8156746<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 0.9738917<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 0.9750000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 0.9750000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 0.9650000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 0.9037500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 0.9262500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 0.8875000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 0.9112500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 0.9562500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.97,0.967359550561798,0.955736714975846,0.972638423433414,0.975,0.983871297242084,1,0.89875,0.93,0.97,0.871677732379979,0.959476506639428,0.831985294117647,0.895,0.9275,0.814682539682539,0.972083758937692,0.97,0.975,0.97625,0.965,0.92625,0.915,0.84,0.92,0.8775,0.905,0.94],"text":["Network: 01<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 0.9673596<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 0.9557367<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 0.9726384<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 0.9750000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 0.9838713<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 1.0000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 0.8987500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 0.9300000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 0.8716777<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 0.9594765<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 0.8319853<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 0.8950000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 0.9275000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 0.8146825<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 0.9720838<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 0.9750000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 0.9762500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 0.9650000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 0.9262500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 0.9150000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 0.8775000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 0.9050000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 0.9400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96875,0.968327374872319,0.953970746108427,0.976032035435108,0.97,0.98149897854954,0.98875,0.90625,0.93,0.97,0.874923391215526,0.962561287027579,0.829020897832818,0.88625,0.93875,0.81765873015873,0.974254341164454,0.97,0.975,0.97625,0.965,0.94,0.9175,0.8425,0.92375,0.88625,0.91125,0.9475],"text":["Network: 01<br />Median: 0.9687500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 0.9683274<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 0.9539707<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 0.9760320<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 0.9814990<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 0.9887500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 0.9062500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 0.9300000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 0.8749234<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 0.9625613<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 0.8290209<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 0.8862500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 0.9387500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 0.8176587<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 0.9742543<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 0.9750000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 0.9762500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 0.9650000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 0.9400000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 0.9175000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 0.8425000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 0.9237500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 0.8862500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 0.9112500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 0.9475000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(217,217,217,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96875,0.968838100102145,0.958327965646806,0.978571876407289,0.97,0.980275791624106,0.975,0.91375,0.9325,0.9675,0.877987742594484,0.964678243105209,0.821135835913313,0.87,0.96,0.829722222222222,0.977977528089888,0.97,0.975,0.975,0.965,0.9425,0.9125,0.84,0.92,0.89375,0.93,0.965],"text":["Network: 01<br />Median: 0.9687500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 0.9688381<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 0.9583280<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 0.9785719<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 0.9802758<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 0.9137500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 0.9325000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 0.9675000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 0.8779877<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 0.9646782<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 0.8211358<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 0.8700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 0.8297222<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 0.9779775<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 0.9650000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 0.9425000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 0.9125000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 0.8400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 0.8937500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 0.9300000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 0.9650000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,255,179,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.96876404494382,0.956293612453033,0.973575352032209,0.97,0.981424923391216,0.97625,0.90625,0.93,0.97,0.874284984678243,0.962178243105209,0.82921335200747,0.89,0.94,0.815674603174603,0.975477528089888,0.96875,0.975,0.975,0.965,0.94,0.91875,0.8425,0.925,0.89,0.915,0.9575],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 0.9687640<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Median: 0.9562936<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Median: 0.9735754<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Median: 0.9814249<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Median: 0.9762500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Median: 0.9062500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Median: 0.9300000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Median: 0.8742850<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Median: 0.9621782<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Median: 0.8292134<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Median: 0.8900000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Median: 0.9400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Median: 0.8156746<br />Method: 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BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(251,128,114,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.476,45.9687692307692,45.9892169312169,47.1568383824401,49.524,49.2948671328671,50,44.688,46.636,47.06,41.4038741258741,45.3677902097902,42.972,47.128,48.896,46.2532467532467,48.1345454545455,46.564,46.456,47.504,46.008,46.328,47.856,42.596,43.328,42.024,45.21,46.336],"text":["Network: 01<br />Median: 46.47600<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 45.96877<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 45.98922<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 47.15684<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 49.52400<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 49.29487<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 50.00000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 44.68800<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 46.63600<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 47.06000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 41.40387<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 45.36779<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 42.97200<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 47.12800<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 48.89600<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 46.25325<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 48.13455<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 46.56400<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 46.45600<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 47.50400<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 46.00800<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 46.32800<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 47.85600<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 42.59600<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 43.32800<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 42.02400<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 45.21000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 46.33600<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(128,177,211,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.9575,48.0803248212462,47.841230273752,48.9650666731192,48.722,48.9452185903984,49.074,45.347,46.0405,48.253,44.2804606741573,47.819024514811,41.6097203302374,44.197,47.5325,41.4072857142857,48.5330398365679,47.9435,48.5905,48.6835,47.73,46.7625,45.2115,42.5155,46.0315,44.815,46.1965,47.1325],"text":["Network: 01<br />Median: 47.95750<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 48.08032<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 47.84123<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 48.96507<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 48.72200<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 48.94522<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 49.07400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 45.34700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 46.04050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 48.25300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 44.28046<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 47.81902<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 41.60972<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 44.19700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 47.53250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 41.40729<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 48.53304<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 47.94350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 48.59050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 48.68350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 47.73000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 46.76250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 45.21150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 42.51550<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 46.03150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 44.81500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 46.19650<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 47.13250<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.8835,48.0898723186925,47.8258405797101,48.9442779400319,48.817,48.9788876404494,49.0995,45.1345,45.867,48.226,44.2086496424923,47.8020561797753,41.6934285345717,44.44,46.8435,40.9992857142857,48.4852747701736,47.929,48.66,48.8285,47.641,46.515,45.3685,42.559,45.9625,44.4665,45.7915,47.054],"text":["Network: 01<br />Median: 47.88350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 48.08987<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 47.82584<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 48.94428<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 48.81700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 48.97889<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 49.09950<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 45.13450<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 45.86700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 48.22600<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 44.20865<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 47.80206<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 41.69343<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 44.44000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 46.84350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 40.99929<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 48.48527<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 47.92900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 48.66000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 48.82850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 47.64100<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 46.51500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 45.36850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 42.55900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 45.96250<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 44.46650<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 45.79150<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 47.05400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7945,48.0628100102145,47.8139806763285,48.9219044494183,48.937,49.0085730337079,49.1825,44.892,45.7825,47.926,44.1156945863126,47.7840337078652,41.6268635190918,44.723,46.216,40.9099523809524,48.4283166496425,47.7865,48.6215,48.8065,47.4795,45.986,45.5175,42.6355,45.7305,44.036,45.407,46.802],"text":["Network: 01<br />Median: 47.79450<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 48.06281<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 47.81398<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 48.92190<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 48.93700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 49.00857<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 49.18250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 44.89200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 45.78250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 47.92600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 44.11569<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 47.78403<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 41.62686<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 44.72300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 46.21600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 40.90995<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 48.42832<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 47.78650<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 48.62150<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 48.80650<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 47.47950<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 45.98600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 45.51750<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 42.63550<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 45.73050<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 44.03600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 45.40700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 46.80200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(179,222,105,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.901,48.1011052093973,47.8155475040258,49.0024835513076,48.8065,48.973113381001,49.1275,45.074,45.9335,48.213,44.1681818181818,47.8705148110317,41.6586505602241,44.4995,46.7855,41.1249523809524,48.521797752809,47.978,48.7295,48.9215,47.547,46.5185,45.744,42.6545,46.04,44.609,45.788,47.165],"text":["Network: 01<br />Median: 47.90100<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 48.10111<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 47.81555<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 49.00248<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 48.80650<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 48.97311<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 49.12750<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 45.07400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 45.93350<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 48.21300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 44.16818<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 47.87051<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 41.65865<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 44.49950<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 46.78550<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 41.12495<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 48.52180<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 47.97800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 48.72950<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 48.92150<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 47.54700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 46.51850<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 45.74400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 42.65450<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 46.04000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 44.60900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 45.78800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 47.16500<br />Method: T_BF_PFmean<br />Method: 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BCorrU","Network: 06<br />Median: 48.34901<br />Method: BCorrU<br />Method: BCorrU","Network: 07<br />Median: 49.28800<br />Method: BCorrU<br />Method: BCorrU","Network: 08<br />Median: 42.81600<br />Method: BCorrU<br />Method: BCorrU","Network: 09<br />Median: 45.34800<br />Method: BCorrU<br />Method: BCorrU","Network: 10<br />Median: 46.60000<br />Method: BCorrU<br />Method: BCorrU","Network: 11<br />Median: 41.18901<br />Method: BCorrU<br />Method: BCorrU","Network: 12<br />Median: 43.49004<br />Method: BCorrU<br />Method: BCorrU","Network: 13<br />Median: 41.30800<br />Method: BCorrU<br />Method: BCorrU","Network: 14<br />Median: 44.94800<br />Method: BCorrU<br />Method: BCorrU","Network: 15<br />Median: 43.54400<br />Method: BCorrU<br />Method: BCorrU","Network: 16<br />Median: 45.04556<br />Method: BCorrU<br />Method: BCorrU","Network: 17<br />Median: 46.00694<br />Method: BCorrU<br />Method: BCorrU","Network: 18<br />Median: 44.99200<br />Method: BCorrU<br />Method: BCorrU","Network: 19<br />Median: 43.30800<br />Method: BCorrU<br />Method: BCorrU","Network: 20<br />Median: 43.99600<br />Method: BCorrU<br />Method: BCorrU","Network: 21<br />Median: 43.83600<br />Method: BCorrU<br />Method: BCorrU","Network: 22<br />Median: 43.63600<br />Method: BCorrU<br />Method: BCorrU","Network: 23<br />Median: 42.24400<br />Method: BCorrU<br />Method: BCorrU","Network: 24<br />Median: 37.88800<br />Method: BCorrU<br />Method: BCorrU","Network: 25<br />Median: 41.89600<br />Method: BCorrU<br />Method: BCorrU","Network: 26<br />Median: 40.16400<br />Method: BCorrU<br />Method: BCorrU","Network: 27<br />Median: 42.10000<br />Method: BCorrU<br />Method: BCorrU","Network: 28<br />Median: 44.17600<br />Method: BCorrU<br />Method: BCorrU"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,186,218,1)","dash":"solid"},"hoveron":"points","name":"BCorrU","legendgroup":"BCorrU","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[41.827,44.5870214504597,45.5559066022544,47.7720574266529,42.4275,45.4163309499489,42.5335,41.2255,41.6275,41.8885,43.2615771195097,44.3563237997957,39.446625608138,41.919,41.938,37.982619047619,45.1996905005107,41.815,41.8725,42.067,41.698,41.6205,42.036,40.618,40.9815,40.6135,41.384,41.7405],"text":["Network: 01<br />Median: 41.82700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Median: 44.58702<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Median: 45.55591<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Median: 47.77206<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Median: 42.42750<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Median: 45.41633<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Median: 42.53350<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Median: 41.22550<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Median: 41.62750<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Median: 41.88850<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Median: 43.26158<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Median: 44.35632<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Median: 39.44663<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Median: 41.91900<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Median: 41.93800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Median: 37.98262<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Median: 45.19969<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Median: 41.81500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Median: 41.87250<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Median: 42.06700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Median: 41.69800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Median: 41.62050<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Median: 42.03600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Median: 40.61800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Median: 40.98150<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Median: 40.61350<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Median: 41.38400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Median: 41.74050<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(251,128,114,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.476,45.9687692307692,45.9892169312169,47.1568383824401,49.524,49.2948671328671,50,44.688,46.636,47.06,41.4038741258741,45.3677902097902,42.972,47.128,48.896,46.2532467532467,48.1345454545455,46.564,46.456,47.504,46.008,46.328,47.856,42.596,43.328,42.024,45.21,46.336],"text":["Network: 01<br />Median: 46.47600<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 45.96877<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 45.98922<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 47.15684<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 49.52400<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 49.29487<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 50.00000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 44.68800<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 46.63600<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 47.06000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 41.40387<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 45.36779<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 42.97200<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 47.12800<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 48.89600<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 46.25325<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 48.13455<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 46.56400<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 46.45600<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 47.50400<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 46.00800<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 46.32800<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 47.85600<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 42.59600<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 43.32800<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 42.02400<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 45.21000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 46.33600<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(128,177,211,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.9575,48.0803248212462,47.841230273752,48.9650666731192,48.722,48.9452185903984,49.074,45.347,46.0405,48.253,44.2804606741573,47.819024514811,41.6097203302374,44.197,47.5325,41.4072857142857,48.5330398365679,47.9435,48.5905,48.6835,47.73,46.7625,45.2115,42.5155,46.0315,44.815,46.1965,47.1325],"text":["Network: 01<br />Median: 47.95750<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 48.08032<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 47.84123<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 48.96507<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 48.72200<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 48.94522<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 49.07400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 45.34700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 46.04050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 48.25300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 44.28046<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 47.81902<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 41.60972<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 44.19700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 47.53250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 41.40729<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 48.53304<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 47.94350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 48.59050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 48.68350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 47.73000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 46.76250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 45.21150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 42.51550<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 46.03150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 44.81500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 46.19650<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 47.13250<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(253,180,98,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.8835,48.0898723186925,47.8258405797101,48.9442779400319,48.817,48.9788876404494,49.0995,45.1345,45.867,48.226,44.2086496424923,47.8020561797753,41.6934285345717,44.44,46.8435,40.9992857142857,48.4852747701736,47.929,48.66,48.8285,47.641,46.515,45.3685,42.559,45.9625,44.4665,45.7915,47.054],"text":["Network: 01<br />Median: 47.88350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 48.08987<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 47.82584<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 48.94428<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 48.81700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 48.97889<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 49.09950<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 45.13450<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 45.86700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 48.22600<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 44.20865<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 47.80206<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 41.69343<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 44.44000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 46.84350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 40.99929<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 48.48527<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 47.92900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 48.66000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 48.82850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 47.64100<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 46.51500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 45.36850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 42.55900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 45.96250<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 44.46650<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 45.79150<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 47.05400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,237,111,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7945,48.0628100102145,47.8139806763285,48.9219044494183,48.937,49.0085730337079,49.1825,44.892,45.7825,47.926,44.1156945863126,47.7840337078652,41.6268635190918,44.723,46.216,40.9099523809524,48.4283166496425,47.7865,48.6215,48.8065,47.4795,45.986,45.5175,42.6355,45.7305,44.036,45.407,46.802],"text":["Network: 01<br />Median: 47.79450<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 48.06281<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 47.81398<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 48.92190<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 48.93700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 49.00857<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 49.18250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 44.89200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 45.78250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 47.92600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 44.11569<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 47.78403<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 41.62686<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 44.72300<br />Method: T_BF_PF_BCmean<br />Method: 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+<p>We can also plot all 26 combined and individual methods on an interactive line plot</p>
+<div id="htmlwidget-3b5ff99faa525712b2b3" style="width:672px;height:480px;" class="plotly html-widget"></div>
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BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 26<br />Row Sum: 0.7535000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 27<br />Row Sum: 0.7967000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 28<br />Row Sum: 0.8236000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,156,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmean","legendgroup":"BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7502,0.745638406537282,0.747844873859366,0.760123807795454,0.7565,0.738712972420838,0.7289,0.7357,0.7362,0.7761,0.716608784473952,0.732563840653728,0.705429505135388,0.7491,0.7816,0.718253968253968,0.819489274770174,0.7517,0.6835,0.6865,0.7431,0.7384,0.7682,0.7035,0.7416,0.7547,0.7927,0.7867],"text":["Network: 01<br />Row Sum: 0.7502000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 02<br />Row Sum: 0.7456384<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 03<br />Row Sum: 0.7478449<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 04<br />Row Sum: 0.7601238<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 05<br />Row Sum: 0.7565000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 06<br />Row Sum: 0.7387130<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 07<br />Row Sum: 0.7289000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 08<br />Row Sum: 0.7357000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 09<br />Row Sum: 0.7362000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 10<br />Row Sum: 0.7761000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 11<br />Row Sum: 0.7166088<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 12<br />Row Sum: 0.7325638<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 13<br />Row Sum: 0.7054295<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 14<br />Row Sum: 0.7491000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 15<br />Row Sum: 0.7816000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 16<br />Row Sum: 0.7182540<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 17<br />Row Sum: 0.8194893<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 18<br />Row Sum: 0.7517000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 19<br />Row Sum: 0.6835000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 20<br />Row Sum: 0.6865000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 21<br />Row Sum: 0.7431000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 22<br />Row Sum: 0.7384000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 23<br />Row Sum: 0.7682000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 24<br />Row Sum: 0.7035000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 25<br />Row Sum: 0.7416000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 26<br />Row Sum: 0.7547000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 27<br />Row Sum: 0.7927000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 28<br />Row Sum: 0.7867000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(168,164,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmedian","legendgroup":"BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8322,0.873401430030644,0.880230810520666,0.907489161776864,0.8741,0.929622063329928,0.8793,0.7977,0.8245,0.8419,0.794371807967314,0.858488253319714,0.7612417072092,0.8402,0.8396,0.768174603174604,0.913779366700716,0.8314,0.8371,0.8482,0.8236,0.8203,0.848,0.7572,0.7833,0.7625,0.8064,0.8283],"text":["Network: 01<br />Row Sum: 0.8322000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Row Sum: 0.8734014<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Row Sum: 0.8802308<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Row Sum: 0.9074892<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Row Sum: 0.8741000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.9296221<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8793000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.7977000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8245000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8419000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.7943718<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8584883<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.7612417<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8402000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8396000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7681746<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.9137794<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8314000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8371000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8482000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8236000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8203000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8480000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.7572000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.7833000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.7625000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8064000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8283000<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7531,0.746639427987742,0.748923778851316,0.761221812218122,0.7638,0.741225740551584,0.7332,0.7412,0.7467,0.783,0.716608784473952,0.732563840653728,0.709263661604992,0.7509,0.8102,0.721269841269842,0.824545454545454,0.7565,0.6915,0.6946,0.7459,0.7497,0.8179,0.7341,0.7446,0.7625,0.8064,0.7947],"text":["Network: 01<br />Row Sum: 0.7531000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Row Sum: 0.7466394<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Row Sum: 0.7489238<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Row Sum: 0.7612218<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Row Sum: 0.7638000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Row Sum: 0.7412257<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Row Sum: 0.7332000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Row Sum: 0.7412000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Row Sum: 0.7467000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Row Sum: 0.7830000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Row Sum: 0.7166088<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Row Sum: 0.7325638<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Row Sum: 0.7092637<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Row Sum: 0.7509000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Row Sum: 0.8102000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Row Sum: 0.7212698<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Row Sum: 0.8245455<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Row Sum: 0.7565000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Row Sum: 0.6915000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Row Sum: 0.6946000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Row Sum: 0.7459000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Row Sum: 0.7497000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Row Sum: 0.8179000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Row Sum: 0.7341000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Row Sum: 0.7446000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Row Sum: 0.7625000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Row Sum: 0.8064000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Row Sum: 0.7947000<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.940533333333334,0.925384615384616,0.903932980599648,0.889005225496008,0.9944,0.992191142191142,1,0.899733333333334,0.943733333333334,0.957066666666666,0.821724941724942,0.903986013986014,0.856266666666666,0.9504,0.986133333333334,0.936883116883116,0.973636363636364,0.938933333333334,0.946666666666666,0.964266666666666,0.928,0.938133333333334,0.965333333333334,0.849866666666666,0.88,0.845333333333334,0.912133333333334,0.9424],"text":["Network: 01<br />Row Sum: 0.9405333<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9253846<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9039330<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.8890052<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9944000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9921911<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8997333<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9437333<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9570667<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8217249<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9039860<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8562667<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9504000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9861333<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9368831<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9736364<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9389333<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9642667<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9381333<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9653333<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8498667<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8800000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8453333<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9121333<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9424000<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8274,0.864668028600612,0.873910359634998,0.895617997163578,0.8747,0.929489274770174,0.879,0.798,0.8242,0.8487,0.792431052093974,0.847579162410624,0.762719973954494,0.8367,0.8416,0.768253968253968,0.902747701736466,0.8281,0.8273,0.8405,0.8211,0.8227,0.8505,0.756,0.7725,0.7508,0.7914,0.8209],"text":["Network: 01<br />Row Sum: 0.8274000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Row Sum: 0.8646680<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Row Sum: 0.8739104<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Row Sum: 0.8956180<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Row Sum: 0.8747000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Row Sum: 0.9294893<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Row Sum: 0.8790000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Row Sum: 0.7980000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Row Sum: 0.8242000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Row Sum: 0.8487000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Row Sum: 0.7924311<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Row Sum: 0.8475792<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Row Sum: 0.7627200<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Row Sum: 0.8367000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Row Sum: 0.8416000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Row Sum: 0.7682540<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Row Sum: 0.9027477<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Row Sum: 0.8281000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Row Sum: 0.8273000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Row Sum: 0.8405000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Row Sum: 0.8211000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Row Sum: 0.8227000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Row Sum: 0.8505000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Row Sum: 0.7560000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Row Sum: 0.7725000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Row Sum: 0.7508000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Row Sum: 0.7914000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Row Sum: 0.8209000<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7515,0.737436159346272,0.73844337090714,0.751421437165192,0.7636,0.745209397344228,0.7222,0.7484,0.744,0.7898,0.713922369765066,0.718845760980592,0.71531954887218,0.755,0.8161,0.722380952380952,0.80367722165475,0.741,0.6904,0.6952,0.7432,0.7459,0.8157,0.7323,0.7368,0.7509,0.7914,0.7913],"text":["Network: 01<br />Row Sum: 0.7515000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Row Sum: 0.7374362<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Row Sum: 0.7384434<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Row Sum: 0.7514214<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Row Sum: 0.7636000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Row Sum: 0.7452094<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Row Sum: 0.7222000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Row Sum: 0.7484000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Row Sum: 0.7440000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Row Sum: 0.7898000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Row Sum: 0.7139224<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Row Sum: 0.7188458<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Row Sum: 0.7153195<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Row Sum: 0.7550000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Row Sum: 0.8161000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Row Sum: 0.7223810<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Row Sum: 0.8036772<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Row Sum: 0.7410000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Row Sum: 0.6904000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Row Sum: 0.6952000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Row Sum: 0.7432000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Row Sum: 0.7459000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Row Sum: 0.8157000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Row Sum: 0.7323000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Row Sum: 0.7368000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Row Sum: 0.7509000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Row Sum: 0.7914000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Row Sum: 0.7913000<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9721,0.967221654749744,0.95003757380569,0.962028444874612,0.982,0.988947906026558,0.9868,0.9082,0.9227,0.975,0.84876404494382,0.959601634320736,0.82891468868249,0.8558,0.9531,0.835952380952382,0.980602655771196,0.9693,0.9807,0.9813,0.9644,0.9391,0.8973,0.7941,0.9165,0.8802,0.9219,0.9507],"text":["Network: 01<br />Row Sum: 0.9721000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9672217<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9500376<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9620284<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9820000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9889479<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9868000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9082000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9227000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8487640<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9596016<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8289147<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8558000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9531000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8359524<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9806027<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9693000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9807000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9813000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9644000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9391000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.8973000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.7941000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9165000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8802000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9219000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9507000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9649,0.96314606741573,0.935265700483092,0.942450076959786,0.9808,0.98564862104188,0.9828,0.9034,0.9136,0.9712,0.83535240040858,0.9555873340143,0.81655818467738,0.8553,0.9505,0.826825396825396,0.97458631256384,0.9679,0.9578,0.9642,0.9586,0.9196,0.8927,0.7926,0.9125,0.8802,0.9219,0.9458],"text":["Network: 01<br />Row Sum: 0.9649000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Row Sum: 0.9631461<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Row Sum: 0.9352657<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Row Sum: 0.9424501<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Row Sum: 0.9808000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Row Sum: 0.9856486<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Row Sum: 0.9828000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Row Sum: 0.9034000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Row Sum: 0.9136000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Row Sum: 0.9712000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Row Sum: 0.8353524<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Row Sum: 0.9555873<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Row Sum: 0.8165582<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Row Sum: 0.8553000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Row Sum: 0.9505000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Row Sum: 0.8268254<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Row Sum: 0.9745863<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Row Sum: 0.9679000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Row Sum: 0.9578000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Row Sum: 0.9642000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Row Sum: 0.9586000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Row Sum: 0.9196000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Row Sum: 0.8927000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Row Sum: 0.7926000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Row Sum: 0.9125000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Row Sum: 0.8802000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Row Sum: 0.9219000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Row Sum: 0.9458000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9709,0.96832482124617,0.949219001610306,0.960474529335458,0.9846,0.98932584269663,0.9885,0.9015,0.9186,0.9732,0.84444330949949,0.960337078651686,0.832628568971448,0.872,0.9333,0.829285714285714,0.979284984678244,0.9702,0.9816,0.9835,0.9622,0.9282,0.9003,0.7914,0.9119,0.8663,0.9117,0.9436],"text":["Network: 01<br />Row Sum: 0.9709000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9683248<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9492190<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9604745<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9846000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9893258<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9885000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9015000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9186000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9732000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8444433<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9603371<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8326286<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8720000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9333000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8292857<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9792850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9702000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9816000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9835000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9622000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9282000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9003000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.7914000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9119000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8663000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9117000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9436000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9456,0.95344228804903,0.92583735909823,0.935158053219876,0.9748,0.976772216547498,0.9565,0.8868,0.8993,0.9599,0.820827374872318,0.945188968335036,0.813456373777582,0.8585,0.8814,0.831111111111112,0.963043922369766,0.9477,0.8945,0.9088,0.938,0.8742,0.7998,0.7165,0.8919,0.8664,0.912,0.9371],"text":["Network: 01<br />Row Sum: 0.9456000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Row Sum: 0.9534423<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Row Sum: 0.9258374<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Row Sum: 0.9351581<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Row Sum: 0.9748000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Row Sum: 0.9767722<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Row Sum: 0.9565000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Row Sum: 0.8868000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Row Sum: 0.8993000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Row Sum: 0.9599000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Row Sum: 0.8208274<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Row Sum: 0.9451890<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Row Sum: 0.8134564<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Row Sum: 0.8585000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Row Sum: 0.8814000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Row Sum: 0.8311111<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Row Sum: 0.9630439<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Row Sum: 0.9477000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Row Sum: 0.8945000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Row Sum: 0.9088000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Row Sum: 0.9380000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Row Sum: 0.8742000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Row Sum: 0.7998000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Row Sum: 0.7165000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Row Sum: 0.8919000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Row Sum: 0.8664000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Row Sum: 0.9120000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Row Sum: 0.9371000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9687,0.9655873340143,0.947391304347826,0.959225629961218,0.987,0.989438202247192,0.9903,0.8928,0.9167,0.97,0.838712972420838,0.958202247191012,0.831924234606124,0.8834,0.9288,0.827063492063492,0.9773544433095,0.9663,0.9809,0.9839,0.9589,0.9172,0.9065,0.7909,0.9039,0.8544,0.901,0.938],"text":["Network: 01<br />Row Sum: 0.9687000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9655873<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9473913<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9592256<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9870000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9894382<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9903000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8928000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9167000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8387130<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9582022<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8319242<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8834000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9288000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8270635<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9773544<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9663000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9809000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9839000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9589000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9172000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9065000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.7909000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9039000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8544000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9010000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9380000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9099,0.93123595505618,0.908327965646806,0.923607565583852,0.9398,0.953033707865168,0.9161,0.8635,0.8761,0.9336,0.814239019407558,0.920541368743616,0.796653398201386,0.8464,0.8997,0.81579365079365,0.946894790602656,0.9135,0.8826,0.8906,0.9012,0.8512,0.8683,0.7546,0.8694,0.849,0.8926,0.9133],"text":["Network: 01<br />Row Sum: 0.9099000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Row Sum: 0.9312360<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Row Sum: 0.9083280<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Row Sum: 0.9236076<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Row Sum: 0.9398000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Row Sum: 0.9530337<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Row Sum: 0.9161000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Row Sum: 0.8635000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Row Sum: 0.8761000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Row Sum: 0.9336000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Row Sum: 0.8142390<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Row Sum: 0.9205414<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Row Sum: 0.7966534<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Row Sum: 0.8464000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8997000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Row Sum: 0.8157937<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Row Sum: 0.9468948<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Row Sum: 0.9135000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Row Sum: 0.8826000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Row Sum: 0.8906000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Row Sum: 0.9012000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8512000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8683000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Row Sum: 0.7546000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8694000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8490000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8926000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Row Sum: 0.9133000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9702,0.969540347293156,0.949777241009126,0.964877570087176,0.9839,0.989407558733402,0.9885,0.9012,0.9193,0.9742,0.844545454545454,0.961634320735444,0.83217670401494,0.8741,0.9425,0.832063492063492,0.980786516853932,0.9716,0.9825,0.9841,0.9634,0.9303,0.9104,0.7959,0.9152,0.8758,0.9152,0.951],"text":["Network: 01<br />Row Sum: 0.9702000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9695403<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9497772<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9648776<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9839000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9894076<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9885000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9012000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9193000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9742000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8445455<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9616343<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8321767<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8741000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9425000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8320635<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9807865<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9716000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9825000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9841000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9634000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9104000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.7959000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9152000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8758000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9152000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9510000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7914,0.806067415730338,0.813703703703704,0.849015049166884,0.806,0.81347293156282,0.7742,0.7963,0.8078,0.8406,0.774831460674158,0.79079673135853,0.720101049191606,0.7689,0.8996,0.770238095238096,0.87973442288049,0.7943,0.8203,0.8306,0.7801,0.7968,0.8695,0.7596,0.7799,0.782,0.834,0.8405],"text":["Network: 01<br />Row Sum: 0.7914000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Row Sum: 0.8060674<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Row Sum: 0.8137037<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Row Sum: 0.8490150<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Row Sum: 0.8060000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Row Sum: 0.8134729<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Row Sum: 0.7742000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Row Sum: 0.7963000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Row Sum: 0.8078000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Row Sum: 0.8406000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Row Sum: 0.7748315<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Row Sum: 0.7907967<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Row Sum: 0.7201010<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Row Sum: 0.7689000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Row Sum: 0.8996000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Row Sum: 0.7702381<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Row Sum: 0.8797344<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Row Sum: 0.7943000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Row Sum: 0.8203000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Row Sum: 0.8306000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Row Sum: 0.7801000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Row Sum: 0.7968000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Row Sum: 0.8695000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Row Sum: 0.7596000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Row Sum: 0.7799000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Row Sum: 0.7820000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Row Sum: 0.8340000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Row Sum: 0.8405000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9709,0.970949948927478,0.952533548040794,0.968998783430458,0.9816,0.988416751787538,0.9865,0.9061,0.9232,0.9745,0.853891726251276,0.963585291113382,0.829949137549756,0.852,0.9531,0.841031746031746,0.982063329928498,0.9717,0.9825,0.9828,0.9637,0.9389,0.9049,0.8,0.9199,0.8856,0.9259,0.9563],"text":["Network: 01<br />Row Sum: 0.9709000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9709499<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9525335<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9689988<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9816000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9884168<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9865000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9061000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9232000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9745000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8538917<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9635853<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8299491<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8520000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9531000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8410317<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9820633<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9717000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9825000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9828000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9637000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9389000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9049000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8000000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9199000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.8856000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9259000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9563000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9681,0.966986721144024,0.942852925389158,0.954855792820224,0.9793,0.986332992849846,0.9827,0.9016,0.9178,0.9704,0.841807967313586,0.962063329928498,0.826748488869232,0.8473,0.9474,0.832619047619048,0.978845760980592,0.9715,0.9655,0.9698,0.9615,0.9286,0.9016,0.7964,0.9164,0.8856,0.9259,0.9498],"text":["Network: 01<br />Row Sum: 0.9681000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Row Sum: 0.9669867<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Row Sum: 0.9428529<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Row Sum: 0.9548558<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Row Sum: 0.9793000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Row Sum: 0.9863330<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Row Sum: 0.9827000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Row Sum: 0.9178000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Row Sum: 0.9704000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Row Sum: 0.8418080<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Row Sum: 0.9620633<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Row Sum: 0.8267485<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Row Sum: 0.8473000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Row Sum: 0.9474000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Row Sum: 0.8326190<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Row Sum: 0.9788458<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Row Sum: 0.9715000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Row Sum: 0.9655000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Row Sum: 0.9698000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Row Sum: 0.9615000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Row Sum: 0.9286000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Row Sum: 0.9016000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Row Sum: 0.7964000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Row Sum: 0.9164000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Row Sum: 0.8856000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Row Sum: 0.9259000<br />Method: T_BFmedian<br />Method: 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T_PF_BCmean","Network: 04<br />Row Sum: 0.9603033<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9842000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9893258<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9884000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9019000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9190000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9733000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.8438917<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9612155<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8326704<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8729000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9452000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8300794<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9803371<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9705000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9818000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9834000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9624000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9331000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9075000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.7936000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9124000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8686000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9127000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9459000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.948,0.959622063329928,0.930628019323672,0.936373748983392,0.9795,0.982635342185904,0.9625,0.8963,0.9114,0.9666,0.833626149131768,0.94979570990807,0.816179173423756,0.8579,0.9375,0.845952380952382,0.970357507660878,0.9519,0.9409,0.9385,0.9399,0.8916,0.8622,0.7587,0.8958,0.8728,0.9189,0.9426],"text":["Network: 01<br />Row Sum: 0.9480000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Row Sum: 0.9596221<br 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0.8161792<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 14<br />Row Sum: 0.8579000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 15<br />Row Sum: 0.9375000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 16<br />Row Sum: 0.8459524<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 17<br />Row Sum: 0.9703575<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 18<br />Row Sum: 0.9519000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 19<br />Row Sum: 0.9409000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 20<br />Row Sum: 0.9385000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 21<br />Row Sum: 0.9399000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 22<br />Row Sum: 0.8916000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 23<br />Row Sum: 0.8622000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 24<br 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0.9823289<br />Method: T_PFmean<br />Method: T_PFmean","Network: 18<br />Row Sum: 0.9717000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 19<br />Row Sum: 0.9827000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 20<br />Row Sum: 0.9825000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 21<br />Row Sum: 0.9632000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 22<br />Row Sum: 0.9422000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 23<br />Row Sum: 0.9098000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 24<br />Row Sum: 0.8004000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 25<br />Row Sum: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 26<br />Row Sum: 0.8872000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 27<br />Row Sum: 0.9288000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Row Sum: 0.9572000<br />Method: T_PFmean<br />Method: 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05<br />Row Sum: 0.9786000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 06<br />Row Sum: 0.9864454<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 07<br />Row Sum: 0.9829000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 08<br />Row Sum: 0.9010000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 09<br />Row Sum: 0.9193000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 10<br />Row Sum: 0.9734000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 11<br />Row Sum: 0.8445352<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 12<br />Row Sum: 0.9624515<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 13<br />Row Sum: 0.8263400<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 14<br />Row Sum: 0.8453000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 15<br />Row Sum: 0.9555000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 16<br />Row Sum: 0.8338095<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 17<br />Row Sum: 0.9794586<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 18<br />Row Sum: 0.9714000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 19<br />Row Sum: 0.9696000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 20<br />Row Sum: 0.9697000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 21<br />Row Sum: 0.9628000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 22<br />Row Sum: 0.9336000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 23<br />Row Sum: 0.9019000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 24<br />Row Sum: 0.7932000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 25<br />Row Sum: 0.9191000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 26<br />Row Sum: 0.8872000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 27<br />Row Sum: 0.9288000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 28<br />Row Sum: 0.9529000<br />Method: T_PFmedian<br />Method: T_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,101,172,1)","dash":"solid"},"hoveron":"points","name":"T_PFmedian","legendgroup":"T_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9674,0.97144024514811,0.94874664519592,0.970338959127296,0.9748,0.985342185903984,0.9792,0.9052,0.919,0.9692,0.859622063329928,0.964525025536262,0.815089684996806,0.7941,0.9576,0.838650793650794,0.980337078651686,0.9687,0.9759,0.9761,0.9599,0.9432,0.8939,0.8046,0.9233,0.8933,0.9345,0.9539],"text":["Network: 01<br />Row Sum: 0.9674000<br />Method: Tigress<br />Method: Tigress","Network: 02<br />Row Sum: 0.9714402<br />Method: Tigress<br />Method: Tigress","Network: 03<br />Row Sum: 0.9487466<br />Method: Tigress<br />Method: Tigress","Network: 04<br />Row Sum: 0.9703390<br />Method: Tigress<br 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Sum: 0.9803371<br />Method: Tigress<br />Method: Tigress","Network: 18<br />Row Sum: 0.9687000<br />Method: Tigress<br />Method: Tigress","Network: 19<br />Row Sum: 0.9759000<br />Method: Tigress<br />Method: Tigress","Network: 20<br />Row Sum: 0.9761000<br />Method: Tigress<br />Method: Tigress","Network: 21<br />Row Sum: 0.9599000<br />Method: Tigress<br />Method: Tigress","Network: 22<br />Row Sum: 0.9432000<br />Method: Tigress<br />Method: Tigress","Network: 23<br />Row Sum: 0.8939000<br />Method: Tigress<br />Method: Tigress","Network: 24<br />Row Sum: 0.8046000<br />Method: Tigress<br />Method: Tigress","Network: 25<br />Row Sum: 0.9233000<br />Method: Tigress<br />Method: Tigress","Network: 26<br />Row Sum: 0.8933000<br />Method: Tigress<br />Method: Tigress","Network: 27<br />Row Sum: 0.9345000<br />Method: Tigress<br />Method: Tigress","Network: 28<br />Row Sum: 0.9539000<br />Method: Tigress<br />Method: 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Sum: 0.9759040<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 05<br />Row Sum: 0.8376000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 06<br />Row Sum: 0.8984000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 07<br />Row Sum: 0.8352000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 08<br />Row Sum: 0.8360000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 09<br />Row Sum: 0.8360000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 10<br />Row Sum: 0.8360000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 11<br />Row Sum: 0.8960000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 12<br />Row Sum: 0.8988000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 13<br />Row Sum: 0.7784000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 14<br />Row Sum: 0.8392000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8392000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 16<br />Row Sum: 0.7584000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 17<br />Row Sum: 0.8992000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 18<br />Row Sum: 0.8368000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 19<br />Row Sum: 0.8272000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 20<br />Row Sum: 0.8280000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 21<br />Row Sum: 0.8368000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8376000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8352000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 24<br />Row Sum: 0.8304000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8328000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8360000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8392000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 28<br />Row Sum: 0.8384000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(168,164,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmedian","legendgroup":"BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8384,0.8996,0.924355555555556,0.975992,0.8376,0.8992,0.8384,0.836,0.836,0.836,0.8956,0.8994,0.8008,0.8376,0.8384,0.756,0.8998,0.8384,0.8376,0.8384,0.8384,0.8376,0.8376,0.836,0.8352,0.8336,0.8368,0.8376],"text":["Network: 01<br />Row Sum: 0.8384000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Row Sum: 0.8996000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Row Sum: 0.9243556<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Row Sum: 0.9759920<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Row Sum: 0.8376000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.8992000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8384000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.8360000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8360000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8360000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.8956000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8994000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.8008000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8376000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8384000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7560000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.8998000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8384000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8376000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8384000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8384000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8376000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8376000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.8360000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.8352000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.8336000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8368000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8376000<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8352,0.8982,0.924088888888888,0.975936,0.8368,0.8982,0.8336,0.832,0.832,0.836,0.8952,0.8978,0.78,0.8368,0.8368,0.756,0.899,0.8344,0.8296,0.8272,0.8352,0.836,0.84,0.836,0.8328,0.8336,0.8368,0.8336],"text":["Network: 01<br />Row Sum: 0.8352000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Row Sum: 0.8982000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Row Sum: 0.9240889<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Row Sum: 0.9759360<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Row Sum: 0.8368000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Row Sum: 0.8982000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Row Sum: 0.8336000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Row Sum: 0.8320000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Row Sum: 0.8320000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Row Sum: 0.8360000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Row Sum: 0.8952000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Row Sum: 0.8978000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Row Sum: 0.7800000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Row Sum: 0.8368000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Row Sum: 0.8368000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Row Sum: 0.7560000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Row Sum: 0.8990000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Row Sum: 0.8344000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Row Sum: 0.8296000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Row Sum: 0.8272000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Row Sum: 0.8352000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Row Sum: 0.8360000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Row Sum: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Row Sum: 0.8360000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Row Sum: 0.8328000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Row Sum: 0.8336000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Row Sum: 0.8368000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Row Sum: 0.8336000<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9248,0.9168,0.926577777777778,0.966336,0.9888,0.9832,1,0.8912,0.928,0.9344,0.8308,0.9088,0.8608,0.9392,0.9744,0.92,0.958,0.928,0.9216,0.944,0.9168,0.9216,0.9536,0.8528,0.8608,0.8384,0.9008,0.92],"text":["Network: 01<br />Row Sum: 0.9248000<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9168000<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9265778<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.9663360<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9888000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9832000<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8912000<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9344000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8308000<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9088000<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8608000<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9392000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9744000<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9580000<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9280000<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9216000<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9440000<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9168000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9216000<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9536000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8528000<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8608000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8384000<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9008000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9200000<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8384,0.8998,0.924444444444444,0.975992,0.8392,0.8996,0.8384,0.8344,0.8384,0.84,0.8962,0.899,0.7992,0.8392,0.8376,0.7584,0.8998,0.84,0.8392,0.84,0.8392,0.8384,0.8384,0.8336,0.8384,0.8368,0.8368,0.8376],"text":["Network: 01<br />Row Sum: 0.8384000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Row Sum: 0.8998000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Row Sum: 0.9244444<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Row Sum: 0.9759920<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Row Sum: 0.8392000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Row Sum: 0.8996000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Row Sum: 0.8384000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Row Sum: 0.8344000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Row Sum: 0.8384000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Row Sum: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Row Sum: 0.8962000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Row Sum: 0.8990000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Row Sum: 0.7992000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Row Sum: 0.8392000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Row Sum: 0.8376000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Row Sum: 0.7584000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Row Sum: 0.8998000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Row Sum: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Row Sum: 0.8392000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Row Sum: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Row Sum: 0.8392000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Row Sum: 0.8384000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Row Sum: 0.8384000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Row Sum: 0.8336000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Row Sum: 0.8384000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Row Sum: 0.8368000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Row Sum: 0.8368000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Row Sum: 0.8376000<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8352,0.8988,0.924,0.975952,0.836,0.8978,0.8336,0.836,0.8336,0.8368,0.8958,0.8984,0.784,0.8352,0.8384,0.7584,0.8988,0.8344,0.832,0.8296,0.8368,0.8368,0.8384,0.8352,0.832,0.8376,0.8368,0.836],"text":["Network: 01<br />Row Sum: 0.8352000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Row Sum: 0.8988000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Row Sum: 0.9240000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Row Sum: 0.9759520<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Row Sum: 0.8360000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Row Sum: 0.8978000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Row Sum: 0.8336000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Row Sum: 0.8360000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Row Sum: 0.8336000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Row Sum: 0.8368000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Row Sum: 0.8958000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Row Sum: 0.8984000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Row Sum: 0.7840000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Row Sum: 0.8352000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Row Sum: 0.8384000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Row Sum: 0.7584000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Row Sum: 0.8988000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Row Sum: 0.8344000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Row Sum: 0.8320000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Row Sum: 0.8296000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Row Sum: 0.8368000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Row Sum: 0.8368000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Row Sum: 0.8384000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Row Sum: 0.8352000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Row Sum: 0.8320000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Row Sum: 0.8376000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Row Sum: 0.8368000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Row Sum: 0.8360000<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9536,0.9592,0.959733333333334,0.986704,0.9712,0.9746,0.9792,0.9064,0.92,0.9608,0.9014,0.955,0.8336,0.896,0.9496,0.8248,0.9664,0.9544,0.968,0.9704,0.9504,0.9336,0.9072,0.8744,0.9224,0.9032,0.9248,0.9392],"text":["Network: 01<br />Row Sum: 0.9536000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9592000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9597333<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9867040<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9712000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9746000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9792000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9064000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9608000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.9014000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9550000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8336000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8960000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9496000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8248000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9664000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9544000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9680000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9704000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9504000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9336000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9072000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8744000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9224000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.9032000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9248000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9392000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9496,0.9554,0.958133333333334,0.986136,0.9672,0.9728,0.9704,0.9032,0.9144,0.9552,0.9018,0.9534,0.8288,0.8992,0.9496,0.8208,0.9656,0.9528,0.9496,0.9536,0.9448,0.932,0.9032,0.872,0.9176,0.9032,0.9248,0.9368],"text":["Network: 01<br />Row Sum: 0.9496000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Row Sum: 0.9554000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Row Sum: 0.9581333<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Row Sum: 0.9861360<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Row Sum: 0.9672000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Row Sum: 0.9728000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Row Sum: 0.9704000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Row Sum: 0.9032000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Row Sum: 0.9144000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Row Sum: 0.9552000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Row Sum: 0.9018000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Row Sum: 0.9534000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Row Sum: 0.8288000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Row Sum: 0.8992000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Row Sum: 0.9496000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Row Sum: 0.8208000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Row Sum: 0.9656000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Row Sum: 0.9528000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Row Sum: 0.9496000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Row Sum: 0.9536000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Row Sum: 0.9448000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Row Sum: 0.9320000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Row Sum: 0.9032000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Row Sum: 0.8720000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Row Sum: 0.9176000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Row Sum: 0.9032000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Row Sum: 0.9248000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Row Sum: 0.9368000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.952,0.959,0.959644444444444,0.986776,0.9728,0.9754,0.9792,0.9032,0.9168,0.9608,0.9012,0.9542,0.8344,0.896,0.9384,0.816,0.9656,0.9536,0.9696,0.9736,0.9488,0.9312,0.9104,0.8768,0.9224,0.8992,0.9176,0.94],"text":["Network: 01<br />Row Sum: 0.9520000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9590000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9596444<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9867760<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9728000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9754000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9792000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9032000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9168000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9608000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.9012000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9542000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8344000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8960000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9384000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8160000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9656000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9536000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9696000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9736000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9488000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9312000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9104000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8768000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9224000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8992000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9176000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.928,0.947,0.951288888888888,0.983656,0.956,0.957,0.9376,0.892,0.9048,0.944,0.9024,0.9428,0.8192,0.9,0.8912,0.8296,0.9498,0.9288,0.9056,0.904,0.9184,0.8856,0.8568,0.8424,0.8968,0.8896,0.912,0.9344],"text":["Network: 01<br />Row Sum: 0.9280000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Row Sum: 0.9470000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Row Sum: 0.9512889<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Row Sum: 0.9836560<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Row Sum: 0.9560000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Row Sum: 0.9570000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Row Sum: 0.9376000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Row Sum: 0.8920000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Row Sum: 0.9048000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Row Sum: 0.9440000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Row Sum: 0.9024000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Row Sum: 0.9428000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Row Sum: 0.8192000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Row Sum: 0.9000000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Row Sum: 0.8912000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Row Sum: 0.8296000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Row Sum: 0.9498000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Row Sum: 0.9288000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Row Sum: 0.9056000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Row Sum: 0.9040000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Row Sum: 0.9184000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Row Sum: 0.8856000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Row Sum: 0.8568000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Row Sum: 0.8424000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Row Sum: 0.8968000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Row Sum: 0.8896000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Row Sum: 0.9120000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Row Sum: 0.9344000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9504,0.9594,0.960088888888888,0.986672,0.9752,0.9762,0.9808,0.9,0.9152,0.9536,0.901,0.9546,0.8328,0.8992,0.9224,0.8144,0.9648,0.9512,0.9688,0.9728,0.9456,0.9208,0.912,0.8792,0.9192,0.892,0.9112,0.9352],"text":["Network: 01<br />Row Sum: 0.9504000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9594000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9600889<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9866720<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9752000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9762000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9808000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.9000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9152000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9536000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.9010000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9546000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8328000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8992000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9224000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8144000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9648000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9512000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9688000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9728000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9456000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9208000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9120000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8792000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9192000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8920000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9112000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9352000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9,0.9308,0.943822222222222,0.980592,0.9256,0.9386,0.9072,0.8808,0.8816,0.9144,0.9006,0.9276,0.812,0.8856,0.8936,0.8128,0.938,0.9016,0.8832,0.8912,0.8952,0.8696,0.884,0.8592,0.88,0.8752,0.8912,0.9048],"text":["Network: 01<br />Row Sum: 0.9000000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Row Sum: 0.9308000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Row Sum: 0.9438222<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Row Sum: 0.9805920<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Row Sum: 0.9256000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Row Sum: 0.9386000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Row Sum: 0.9072000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Row Sum: 0.8808000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Row Sum: 0.8816000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Row Sum: 0.9144000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Row Sum: 0.9006000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Row Sum: 0.9276000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Row Sum: 0.8120000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Row Sum: 0.8856000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8936000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Row Sum: 0.8128000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Row Sum: 0.9380000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Row Sum: 0.9016000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Row Sum: 0.8832000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Row Sum: 0.8912000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Row Sum: 0.8952000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8696000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8840000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Row Sum: 0.8592000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8752000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8912000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Row Sum: 0.9048000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9528,0.9588,0.959111111111112,0.986552,0.9728,0.9752,0.98,0.9016,0.9184,0.96,0.9,0.9556,0.8336,0.8968,0.9328,0.8184,0.966,0.9544,0.9712,0.976,0.9456,0.9304,0.9168,0.8776,0.9232,0.8992,0.916,0.94],"text":["Network: 01<br />Row Sum: 0.9528000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9588000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9591111<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9865520<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9728000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9752000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9184000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.9000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9556000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8336000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8968000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9328000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8184000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9660000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9544000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9712000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9760000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9456000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9304000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9168000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8776000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9232000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8992000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9160000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9400000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.848,0.906,0.930755555555556,0.976944,0.8544,0.9056,0.8472,0.8488,0.852,0.8592,0.8972,0.9046,0.7856,0.8432,0.8912,0.78,0.9132,0.8472,0.8568,0.8688,0.8464,0.8528,0.8872,0.8584,0.8408,0.84,0.8512,0.8568],"text":["Network: 01<br />Row Sum: 0.8480000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Row Sum: 0.9060000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Row Sum: 0.9307556<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Row Sum: 0.9769440<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Row Sum: 0.8544000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Row Sum: 0.9056000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Row Sum: 0.8472000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Row Sum: 0.8488000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Row Sum: 0.8520000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Row Sum: 0.8592000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Row Sum: 0.8972000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Row Sum: 0.9046000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Row Sum: 0.7856000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Row Sum: 0.8432000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Row Sum: 0.8912000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Row Sum: 0.7800000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Row Sum: 0.9132000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Row Sum: 0.8472000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Row Sum: 0.8568000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Row Sum: 0.8688000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Row Sum: 0.8464000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Row Sum: 0.8528000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Row Sum: 0.8872000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Row Sum: 0.8584000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Row Sum: 0.8408000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Row Sum: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Row Sum: 0.8512000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Row Sum: 0.8568000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9536,0.9586,0.960088888888888,0.986552,0.9712,0.9742,0.9792,0.9056,0.92,0.9584,0.8998,0.9536,0.8312,0.8928,0.948,0.8224,0.967,0.9536,0.9712,0.9736,0.9488,0.9336,0.9104,0.8728,0.9216,0.9008,0.924,0.9424],"text":["Network: 01<br />Row Sum: 0.9536000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9586000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9600889<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9865520<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9712000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9742000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9792000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9056000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9584000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8998000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9536000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8312000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8928000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9480000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8224000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9670000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9536000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9712000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9736000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9488000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9336000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9104000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8728000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9216000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.9008000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9240000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9424000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.952,0.958,0.9584,0.98616,0.968,0.9708,0.9704,0.9016,0.9152,0.9552,0.8994,0.955,0.8288,0.8952,0.9408,0.82,0.963,0.9552,0.9528,0.9576,0.9472,0.932,0.9096,0.872,0.9224,0.9008,0.924,0.94],"text":["Network: 01<br />Row Sum: 0.9520000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Row Sum: 0.9580000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Row Sum: 0.9584000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Row Sum: 0.9861600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Row Sum: 0.9680000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Row Sum: 0.9708000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Row Sum: 0.9704000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Row Sum: 0.9152000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Row Sum: 0.9552000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Row Sum: 0.8994000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Row Sum: 0.9550000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Row Sum: 0.8288000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Row Sum: 0.8952000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Row Sum: 0.9408000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Row Sum: 0.8200000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Row Sum: 0.9630000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Row Sum: 0.9552000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Row Sum: 0.9528000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Row Sum: 0.9576000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Row Sum: 0.9472000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Row Sum: 0.9320000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Row Sum: 0.9096000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Row Sum: 0.8720000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Row Sum: 0.9224000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Row Sum: 0.9008000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Row Sum: 0.9240000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Row Sum: 0.9400000<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9512,0.9586,0.9592,0.98668,0.9728,0.9752,0.9792,0.9032,0.9168,0.96,0.9006,0.9548,0.8336,0.896,0.9392,0.8152,0.966,0.9528,0.9696,0.9728,0.9488,0.9296,0.9176,0.88,0.9216,0.8984,0.9168,0.94],"text":["Network: 01<br />Row Sum: 0.9512000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9586000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9592000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9866800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9728000<br />Method: T_PF_BCmean<br 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17<br />Row Sum: 0.9660000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9528000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9696000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9728000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9488000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9296000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9176000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9216000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8984000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9168000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9400000<br 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BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(168,164,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmedian","legendgroup":"BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8353,0.886500715015322,0.90229318303811,0.941740580888432,0.85585,0.914411031664964,0.85885,0.81685,0.83025,0.83895,0.844985903983656,0.878944126659856,0.7810208536046,0.8389,0.839,0.762087301587302,0.906789683350358,0.8349,0.83735,0.8433,0.831,0.82895,0.8428,0.7966,0.80925,0.79805,0.8216,0.83295],"text":["Network: 01<br />Row Sum: 0.8353000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Row Sum: 0.8865007<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Row Sum: 0.9022932<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Row Sum: 0.9417406<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Row Sum: 0.8558500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.9144110<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8588500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.8168500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8302500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8389500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.8449859<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8789441<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.7810209<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8389000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8390000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7620873<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.9067897<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8349000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8373500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8433000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8310000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8289500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8428000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.7966000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.8092500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.7980500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8216000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8329500<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.79415,0.822419713993872,0.836506333870102,0.868578906109062,0.8003,0.819712870275792,0.7834,0.7866,0.78935,0.8095,0.805904392236976,0.815181920326864,0.744631830802496,0.79385,0.8235,0.73863492063492,0.861772727272728,0.79545,0.76055,0.7609,0.79055,0.79285,0.82895,0.78505,0.7887,0.79805,0.8216,0.81415],"text":["Network: 01<br />Row Sum: 0.7941500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Row Sum: 0.8224197<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Row Sum: 0.8365063<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Row Sum: 0.8685789<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Row Sum: 0.8003000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Row Sum: 0.8197129<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Row Sum: 0.7834000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Row Sum: 0.7866000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Row Sum: 0.7893500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Row Sum: 0.8095000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Row Sum: 0.8059044<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Row Sum: 0.8151819<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Row Sum: 0.7446318<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Row Sum: 0.7938500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Row Sum: 0.8235000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Row Sum: 0.7386349<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Row Sum: 0.8617727<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Row Sum: 0.7954500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Row Sum: 0.7605500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Row Sum: 0.7609000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Row Sum: 0.7905500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Row Sum: 0.7928500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Row Sum: 0.8289500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Row Sum: 0.7850500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Row Sum: 0.7887000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Row Sum: 0.7980500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Row Sum: 0.8216000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Row Sum: 0.8141500<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.932666666666666,0.921092307692308,0.915255379188712,0.927670612748004,0.9916,0.987695571095572,1,0.895466666666666,0.935866666666666,0.945733333333334,0.82626247086247,0.906393006993008,0.858533333333334,0.9448,0.980266666666666,0.928441558441558,0.965818181818182,0.933466666666666,0.934133333333334,0.954133333333334,0.9224,0.929866666666666,0.959466666666666,0.851333333333334,0.8704,0.841866666666666,0.906466666666666,0.9312],"text":["Network: 01<br />Row Sum: 0.9326667<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9210923<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9152554<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.9276706<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9916000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9876956<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8954667<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9358667<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9457333<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8262625<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9063930<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8585333<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9448000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9802667<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9284416<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9658182<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9334667<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9341333<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9541333<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9224000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9298667<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9594667<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8513333<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8704000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8418667<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9064667<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9312000<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8329,0.882234014300306,0.89917740203972,0.93580499858179,0.85695,0.914544637385086,0.8587,0.8162,0.8313,0.84435,0.844315526046986,0.873289581205312,0.780959986977248,0.83795,0.8396,0.763326984126984,0.901273850868232,0.83405,0.83325,0.84025,0.83015,0.83055,0.84445,0.7948,0.80545,0.7938,0.8141,0.82925],"text":["Network: 01<br />Row Sum: 0.8329000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Row Sum: 0.8822340<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Row Sum: 0.8991774<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Row Sum: 0.9358050<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Row Sum: 0.8569500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Row Sum: 0.9145446<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Row Sum: 0.8587000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Row Sum: 0.8162000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Row Sum: 0.8313000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Row Sum: 0.8443500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Row Sum: 0.8443155<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Row Sum: 0.8732896<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Row Sum: 0.7809600<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Row Sum: 0.8379500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Row Sum: 0.8396000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Row Sum: 0.7633270<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Row Sum: 0.9012739<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Row Sum: 0.8340500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Row Sum: 0.8332500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Row Sum: 0.8402500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Row Sum: 0.8301500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Row Sum: 0.8305500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Row Sum: 0.8444500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Row Sum: 0.7948000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Row Sum: 0.8054500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Row Sum: 0.7938000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Row Sum: 0.8141000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Row Sum: 0.8292500<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.79335,0.818118079673136,0.83122168545357,0.863686718582596,0.7998,0.821504698672114,0.7779,0.7922,0.7888,0.8133,0.804861184882534,0.808622880490296,0.74965977443609,0.7951,0.82725,0.740390476190476,0.851238610827374,0.7877,0.7612,0.7624,0.79,0.79135,0.82705,0.78375,0.7844,0.79425,0.8141,0.81365],"text":["Network: 01<br />Row Sum: 0.7933500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Row Sum: 0.8181181<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Row Sum: 0.8312217<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Row Sum: 0.8636867<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Row Sum: 0.7998000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Row Sum: 0.8215047<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Row Sum: 0.7779000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Row Sum: 0.7922000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Row Sum: 0.7888000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Row Sum: 0.8133000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Row Sum: 0.8048612<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Row Sum: 0.8086229<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Row Sum: 0.7496598<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Row Sum: 0.7951000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Row Sum: 0.8272500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Row Sum: 0.7403905<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Row Sum: 0.8512386<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Row Sum: 0.7877000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Row Sum: 0.7612000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Row Sum: 0.7624000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Row Sum: 0.7900000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Row Sum: 0.7913500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Row Sum: 0.8270500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Row Sum: 0.7837500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Row Sum: 0.7844000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Row Sum: 0.7942500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Row Sum: 0.8141000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Row Sum: 0.8136500<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96285,0.963210827374872,0.954885453569512,0.974366222437306,0.9766,0.981773953013278,0.983,0.9073,0.92135,0.9679,0.87508202247191,0.957300817160368,0.831257344341246,0.8759,0.95135,0.83037619047619,0.973501327885598,0.96185,0.97435,0.97585,0.9574,0.93635,0.90225,0.83425,0.91945,0.8917,0.92335,0.94495],"text":["Network: 01<br />Row Sum: 0.9628500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9632108<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9548855<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9743662<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9766000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9817740<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9830000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9073000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9213500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9679000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8750820<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9573008<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8312573<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8759000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9513500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8303762<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9735013<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9618500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9743500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9758500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9574000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9363500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9022500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8342500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9194500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8917000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9233500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9449500<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95725,0.959273033707866,0.946699516908212,0.964293038479892,0.974,0.97922431052094,0.9766,0.9033,0.914,0.9632,0.86857620020429,0.95449366700715,0.82267909233869,0.87725,0.95005,0.823812698412698,0.97009315628192,0.96035,0.9537,0.9589,0.9517,0.9258,0.89795,0.8323,0.91505,0.8917,0.92335,0.9413],"text":["Network: 01<br />Row Sum: 0.9572500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Row Sum: 0.9592730<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Row Sum: 0.9466995<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Row Sum: 0.9642930<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Row Sum: 0.9740000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Row Sum: 0.9792243<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Row Sum: 0.9766000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Row Sum: 0.9033000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Row Sum: 0.9140000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Row Sum: 0.9632000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Row Sum: 0.8685762<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Row Sum: 0.9544937<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Row Sum: 0.8226791<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Row Sum: 0.8772500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Row Sum: 0.9500500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Row Sum: 0.8238127<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Row Sum: 0.9700932<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Row Sum: 0.9603500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Row Sum: 0.9537000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Row Sum: 0.9589000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Row Sum: 0.9517000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Row Sum: 0.9258000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Row Sum: 0.8979500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Row Sum: 0.8323000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Row Sum: 0.9150500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Row Sum: 0.8917000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Row Sum: 0.9233500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Row Sum: 0.9413000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96145,0.963662410623084,0.954431723027376,0.973625264667728,0.9787,0.982362921348314,0.98385,0.90235,0.9177,0.967,0.872821654749744,0.957268539325842,0.833514284485724,0.884,0.93585,0.822642857142858,0.972442492339122,0.9619,0.9756,0.97855,0.9555,0.9297,0.90535,0.8341,0.91715,0.88275,0.91465,0.9418],"text":["Network: 01<br />Row Sum: 0.9614500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9636624<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9544317<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9736253<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9787000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9823629<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9838500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9023500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9177000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9670000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8728217<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9572685<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8335143<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8840000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9358500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8226429<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9724425<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9619000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9756000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9785500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9555000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9297000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9053500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8341000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9171500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8827500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9146500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9418000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9368,0.950221144024514,0.93856312399356,0.959407026609938,0.9654,0.966886108273748,0.94705,0.8894,0.90205,0.95195,0.86161368743616,0.943994484167518,0.81632818688879,0.87925,0.8863,0.830355555555556,0.956421961184882,0.93825,0.90005,0.9064,0.9282,0.8799,0.8283,0.77945,0.89435,0.878,0.912,0.93575],"text":["Network: 01<br />Row Sum: 0.9368000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Row Sum: 0.9502211<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Row Sum: 0.9385631<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Row Sum: 0.9594070<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Row Sum: 0.9654000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Row Sum: 0.9668861<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Row Sum: 0.9470500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Row Sum: 0.8894000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Row Sum: 0.9020500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Row Sum: 0.9519500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Row Sum: 0.8616137<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Row Sum: 0.9439945<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Row Sum: 0.8163282<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Row Sum: 0.8792500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Row Sum: 0.8863000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Row Sum: 0.8303556<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Row Sum: 0.9564220<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Row Sum: 0.9382500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Row Sum: 0.9000500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Row Sum: 0.9064000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Row Sum: 0.9282000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Row Sum: 0.8799000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Row Sum: 0.8283000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Row Sum: 0.7794500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Row Sum: 0.8943500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Row Sum: 0.8780000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Row Sum: 0.9120000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Row Sum: 0.9357500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95955,0.96249366700715,0.953740096618358,0.972948814980608,0.9811,0.982819101123596,0.98555,0.8964,0.91595,0.9618,0.869856486210418,0.956401123595506,0.832362117303062,0.8913,0.9256,0.820731746031746,0.97107722165475,0.95875,0.97485,0.97835,0.95225,0.919,0.90925,0.83505,0.91155,0.8732,0.9061,0.9366],"text":["Network: 01<br />Row Sum: 0.9595500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9624937<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9537401<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9729488<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9811000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9828191<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9855500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8964000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9159500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9618000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8698565<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9564011<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8323621<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8913000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9256000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8207317<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9710772<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9587500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9748500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9783500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9522500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9190000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9092500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8350500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9115500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8732000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9061000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9366000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.90495,0.93101797752809,0.926075093934514,0.952099782791926,0.9327,0.945816853932584,0.91165,0.87215,0.87885,0.924,0.85741950970378,0.924070684371808,0.804326699100692,0.866,0.89665,0.814296825396826,0.942447395301328,0.90755,0.8829,0.8909,0.8982,0.8604,0.87615,0.8069,0.8747,0.8621,0.8919,0.90905],"text":["Network: 01<br />Row Sum: 0.9049500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Row Sum: 0.9310180<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Row Sum: 0.9260751<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Row Sum: 0.9520998<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Row Sum: 0.9327000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Row Sum: 0.9458169<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Row Sum: 0.9116500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Row Sum: 0.8721500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Row Sum: 0.8788500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Row Sum: 0.9240000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Row Sum: 0.8574195<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Row Sum: 0.9240707<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Row Sum: 0.8043267<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Row Sum: 0.8660000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8966500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Row Sum: 0.8142968<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Row Sum: 0.9424474<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Row Sum: 0.9075500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Row Sum: 0.8829000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Row Sum: 0.8909000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Row Sum: 0.8982000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8604000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8761500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Row Sum: 0.8069000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8747000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8621000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8919000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Row Sum: 0.9090500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9615,0.964170173646578,0.954444176060118,0.975714785043588,0.97835,0.9823037793667,0.98425,0.9014,0.91885,0.9671,0.872272727272728,0.958617160367722,0.83288835200747,0.88545,0.93765,0.825231746031746,0.973393258426966,0.963,0.97685,0.98005,0.9545,0.93035,0.9136,0.83675,0.9192,0.8875,0.9156,0.9455],"text":["Network: 01<br />Row Sum: 0.9615000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9641702<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9544442<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9757148<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9783500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9823038<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9842500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9014000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9188500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9671000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8722727<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9586172<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8328884<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8854500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9376500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8252317<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9733933<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9630000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9768500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9800500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9545000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9136000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8367500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9192000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8875000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9156000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9455000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8197,0.856033707865168,0.87222962962963,0.912979524583442,0.8302,0.85953646578141,0.8107,0.82255,0.8299,0.8499,0.836015730337078,0.847698365679264,0.752850524595804,0.80605,0.8954,0.775119047619048,0.896467211440246,0.82075,0.83855,0.8497,0.81325,0.8248,0.87835,0.809,0.81035,0.811,0.8426,0.84865],"text":["Network: 01<br />Row Sum: 0.8197000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Row Sum: 0.8560337<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Row Sum: 0.8722296<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Row Sum: 0.9129795<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Row Sum: 0.8302000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Row Sum: 0.8595365<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Row Sum: 0.8107000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Row Sum: 0.8225500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Row Sum: 0.8299000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Row Sum: 0.8499000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Row Sum: 0.8360157<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Row Sum: 0.8476984<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Row Sum: 0.7528505<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Row Sum: 0.8060500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Row Sum: 0.8954000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Row Sum: 0.7751190<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Row Sum: 0.8964672<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Row Sum: 0.8207500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Row Sum: 0.8385500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Row Sum: 0.8497000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Row Sum: 0.8132500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Row Sum: 0.8248000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Row Sum: 0.8783500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Row Sum: 0.8090000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Row Sum: 0.8103500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Row Sum: 0.8110000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Row Sum: 0.8426000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Row Sum: 0.8486500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96225,0.964774974463738,0.956311218464842,0.977775391715228,0.9764,0.98130837589377,0.98285,0.90585,0.9216,0.96645,0.876845863125638,0.95859264555669,0.830574568774878,0.8724,0.95055,0.831715873015874,0.97453166496425,0.96265,0.97685,0.9782,0.95625,0.93625,0.90765,0.8364,0.92075,0.8932,0.92495,0.94935],"text":["Network: 01<br />Row Sum: 0.9622500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9647750<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9563112<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9777754<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9764000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9813084<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9828500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9058500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9216000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9664500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8768459<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9585926<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8305746<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8724000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9505500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8317159<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9745317<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9626500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9768500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9782000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9562500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9362500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9076500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8364000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9207500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.8932000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9249500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9493500<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96005,0.962493360572012,0.950626462694578,0.970507896410112,0.97365,0.978566496424924,0.97655,0.9016,0.9165,0.9628,0.870603983656792,0.95853166496425,0.827774244434616,0.87125,0.9441,0.826309523809524,0.970922880490296,0.96335,0.95915,0.9637,0.95435,0.9303,0.9056,0.8342,0.9194,0.8932,0.92495,0.9449],"text":["Network: 01<br />Row Sum: 0.9600500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Row Sum: 0.9624934<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Row Sum: 0.9506265<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Row Sum: 0.9705079<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Row Sum: 0.9736500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Row Sum: 0.9785665<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Row Sum: 0.9765500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Row Sum: 0.9165000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Row Sum: 0.9628000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Row Sum: 0.8706040<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Row Sum: 0.9585317<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Row Sum: 0.8277742<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Row Sum: 0.8712500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Row Sum: 0.9441000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Row Sum: 0.8263095<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Row Sum: 0.9709229<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Row Sum: 0.9633500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Row Sum: 0.9591500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Row Sum: 0.9637000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Row Sum: 0.9543500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Row Sum: 0.9056000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Row Sum: 0.8342000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Row Sum: 0.9194000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Row Sum: 0.8932000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Row Sum: 0.9249500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Row Sum: 0.9449000<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.961,0.963773953013278,0.953887439613526,0.973491667910122,0.9785,0.982262921348314,0.9838,0.90255,0.9179,0.96665,0.872245863125638,0.958007763023494,0.833135200746966,0.88445,0.9422,0.822639682539682,0.973168539325842,0.96165,0.9757,0.9781,0.9556,0.93135,0.91255,0.8368,0.917,0.8835,0.91475,0.94295],"text":["Network: 01<br />Row Sum: 0.9610000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9637740<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9538874<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9734917<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9785000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9822629<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9838000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9025500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9179000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9666500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.8722459<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9580078<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8331352<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8844500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9422000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8226397<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9731685<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9616500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9757000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9781000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9556000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9313500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9125500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8368000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9170000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8835000<br 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0.8998400<br />Method: BCorrU<br />Method: BCorrU","Network: 19<br />Row Sum: 0.8661600<br />Method: BCorrU<br />Method: BCorrU","Network: 20<br />Row Sum: 0.8799200<br />Method: BCorrU<br />Method: BCorrU","Network: 21<br />Row Sum: 0.8767200<br />Method: BCorrU<br />Method: BCorrU","Network: 22<br />Row Sum: 0.8727200<br />Method: BCorrU<br />Method: BCorrU","Network: 23<br />Row Sum: 0.8448800<br />Method: BCorrU<br />Method: BCorrU","Network: 24<br />Row Sum: 0.7577600<br />Method: BCorrU<br />Method: BCorrU","Network: 25<br />Row Sum: 0.8379200<br />Method: BCorrU<br />Method: BCorrU","Network: 26<br />Row Sum: 0.8032800<br />Method: BCorrU<br />Method: BCorrU","Network: 27<br />Row Sum: 0.8420000<br />Method: BCorrU<br />Method: BCorrU","Network: 28<br />Row Sum: 0.8835200<br />Method: BCorrU<br />Method: BCorrU"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(238,128,67,1)","dash":"solid"},"hoveron":"points","name":"BCorrU","legendgroup":"BCorrU","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.83484,0.889271705822268,0.9108268921095,0.954929417458108,0.84948,0.908187946884576,0.8514,0.82318,0.83091,0.84123,0.866158304392236,0.884234872318692,0.784469890166592,0.83775,0.82911,0.761119047619048,0.8999417773238,0.83553,0.83493,0.83733,0.83283,0.83034,0.82093,0.79295,0.81851,0.81027,0.82327,0.83233],"text":["Network: 01<br />Row Sum: 0.8348400<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 02<br />Row Sum: 0.8892717<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 03<br />Row Sum: 0.9108269<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 04<br />Row Sum: 0.9549294<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 05<br />Row Sum: 0.8494800<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 06<br />Row Sum: 0.9081879<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 07<br />Row Sum: 0.8514000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 08<br />Row Sum: 0.8231800<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 09<br />Row Sum: 0.8309100<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 10<br />Row Sum: 0.8412300<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 11<br />Row Sum: 0.8661583<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 12<br />Row Sum: 0.8842349<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 13<br />Row Sum: 0.7844699<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 14<br />Row Sum: 0.8377500<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 15<br />Row Sum: 0.8291100<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 16<br />Row Sum: 0.7611190<br />Method: BF_BCmean<br 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BF_PF_BCmean","Network: 25<br />Row Sum: 0.8204300<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 26<br />Row Sum: 0.8118100<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 27<br />Row Sum: 0.8253300<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 28<br />Row Sum: 0.8328400<br />Method: BF_PF_BCmean<br />Method: 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BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8219200<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 16<br />Row Sum: 0.7463562<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 17<br />Row Sum: 0.8752868<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 18<br />Row Sum: 0.8112700<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 19<br />Row Sum: 0.7840900<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 20<br />Row Sum: 0.7855500<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 21<br />Row Sum: 0.8086900<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8078400<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8151000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 24<br />Row Sum: 0.7923300<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8054400<br 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/>Method: BF_PFmean","Network: 05<br />Row Sum: 0.8485500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.9083266<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8506700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.8245100<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8325500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8377700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.8652315<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8871265<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.7889325<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8383800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8387600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7596524<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.9039938<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8363000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8374500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8413400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8339600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8324100<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8407200<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.8123600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.8196300<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.8122700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8276800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8348100<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.81057,0.852731828396322,0.871539355877616,0.911521743665436,0.8149,0.851107722165474,0.80348,0.80476,0.80641,0.8201,0.841622635342186,0.848229152196118,0.758779098481498,0.81103,0.82882,0.745580952380952,0.876663636363636,0.81103,0.78817,0.78742,0.80841,0.81011,0.83337,0.80543,0.80634,0.81227,0.82768,0.82193],"text":["Network: 01<br />Row Sum: 0.8105700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Row Sum: 0.8527318<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Row Sum: 0.8715394<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Row Sum: 0.9115217<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Row Sum: 0.8149000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Row Sum: 0.8511077<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Row Sum: 0.8034800<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Row Sum: 0.8047600<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Row Sum: 0.8064100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Row Sum: 0.8201000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Row Sum: 0.8416226<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Row Sum: 0.8482292<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Row Sum: 0.7587791<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Row Sum: 0.8110300<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Row Sum: 0.8288200<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Row Sum: 0.7455810<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Row Sum: 0.8766636<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Row Sum: 0.8110300<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Row Sum: 0.7881700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Row Sum: 0.7874200<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Row Sum: 0.8084100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Row Sum: 0.8101100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Row Sum: 0.8333700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Row Sum: 0.8054300<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Row Sum: 0.8063400<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Row Sum: 0.8122700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Row Sum: 0.8276800<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Row Sum: 0.8219300<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.92952,0.919375384615384,0.919784338624338,0.943136767648802,0.99048,0.985897342657342,1,0.89376,0.93272,0.9412,0.828077482517482,0.907355804195804,0.85944,0.94256,0.97792,0.925064935064934,0.96269090909091,0.93128,0.92912,0.95008,0.92016,0.92656,0.95712,0.85192,0.86656,0.84048,0.9042,0.92672],"text":["Network: 01<br />Row Sum: 0.9295200<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9193754<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9197843<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.9431368<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9904800<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9858973<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8937600<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9327200<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9412000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8280775<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9073558<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8594400<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9425600<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9779200<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9250649<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9626909<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9312800<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9291200<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9500800<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9201600<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9265600<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9571200<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8519200<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8665600<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8404800<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9042000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9267200<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8351,0.889260408580184,0.90928421900161,0.951879799149074,0.84985,0.908566782431052,0.85058,0.82348,0.83414,0.84261,0.865069315628192,0.883573748723186,0.788255992186348,0.83845,0.8388,0.76135619047619,0.90068431052094,0.83643,0.83563,0.84015,0.83377,0.83369,0.84203,0.81032,0.81863,0.811,0.82318,0.83259],"text":["Network: 01<br />Row Sum: 0.8351000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Row Sum: 0.8892604<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Row Sum: 0.9092842<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Row Sum: 0.9518798<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Row Sum: 0.8498500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Row Sum: 0.9085668<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Row Sum: 0.8505800<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Row Sum: 0.8234800<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Row Sum: 0.8341400<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Row Sum: 0.8426100<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Row Sum: 0.8650693<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Row Sum: 0.8835737<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Row Sum: 0.7882560<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Row Sum: 0.8384500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Row Sum: 0.8388000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Row Sum: 0.7613562<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Row Sum: 0.9006843<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Row Sum: 0.8364300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Row Sum: 0.8356300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Row Sum: 0.8401500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Row Sum: 0.8337700<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Row Sum: 0.8336900<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Row Sum: 0.8420300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Row Sum: 0.8103200<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Row Sum: 0.8186300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Row Sum: 0.8110000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Row Sum: 0.8231800<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Row Sum: 0.8325900<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.81009,0.850390847803882,0.868333011272142,0.908592831149558,0.81428,0.852022819203268,0.80018,0.80972,0.80672,0.8227,0.84123671092952,0.844533728294178,0.763395864661654,0.81114,0.83171,0.747594285714286,0.870263166496424,0.80638,0.78952,0.78928,0.80872,0.80953,0.83159,0.80433,0.80344,0.81159,0.82318,0.82259],"text":["Network: 01<br />Row Sum: 0.8100900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Row Sum: 0.8503908<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Row Sum: 0.8683330<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Row Sum: 0.9085928<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Row Sum: 0.8142800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Row Sum: 0.8520228<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Row Sum: 0.8001800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Row Sum: 0.8097200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Row Sum: 0.8067200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Row Sum: 0.8227000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Row Sum: 0.8412367<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Row Sum: 0.8445337<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Row Sum: 0.7633959<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Row Sum: 0.8111400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Row Sum: 0.8317100<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Row Sum: 0.7475943<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Row Sum: 0.8702632<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Row Sum: 0.8063800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Row Sum: 0.7895200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Row Sum: 0.7892800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Row Sum: 0.8087200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Row Sum: 0.8095300<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Row Sum: 0.8315900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Row Sum: 0.8043300<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Row Sum: 0.8034400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Row Sum: 0.8115900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Row Sum: 0.8231800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Row Sum: 0.8225900<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95915,0.961606496424924,0.95682460547504,0.979301333462384,0.97444,0.978904371807968,0.98148,0.90694,0.92081,0.96506,0.885609213483146,0.95638049029622,0.832194406604748,0.88394,0.95065,0.828145714285714,0.970660796731358,0.95887,0.97181,0.97367,0.9546,0.93525,0.90423,0.85031,0.92063,0.8963,0.92393,0.94265],"text":["Network: 01<br />Row Sum: 0.9591500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9616065<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9568246<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9793013<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9744400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9789044<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9814800<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9069400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9208100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9650600<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8856092<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9563805<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8321944<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8839400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9506500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8281457<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9706608<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9588700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9718100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9736700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9546000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9352500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9042300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8503100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9206300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8963000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9239300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9426500<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95419,0.95772382022472,0.95127304347826,0.973030223087936,0.97128,0.976654586312564,0.97412,0.90326,0.91416,0.96,0.881865720122574,0.95405620020429,0.825127455403214,0.88603,0.94987,0.82260761904762,0.968295893769152,0.95733,0.95206,0.95678,0.94894,0.92828,0.90005,0.84818,0.91607,0.8963,0.92393,0.9395],"text":["Network: 01<br />Row Sum: 0.9541900<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Row Sum: 0.9577238<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Row Sum: 0.9512730<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Row Sum: 0.9730302<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Row Sum: 0.9712800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Row Sum: 0.9766546<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Row Sum: 0.9741200<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Row Sum: 0.9032600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Row Sum: 0.9141600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Row Sum: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Row Sum: 0.8818657<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Row Sum: 0.9540562<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Row Sum: 0.8251275<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Row Sum: 0.8860300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Row Sum: 0.9498700<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Row Sum: 0.8226076<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Row Sum: 0.9682959<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Row Sum: 0.9573300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Row Sum: 0.9520600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Row Sum: 0.9567800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Row Sum: 0.9489400<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Row Sum: 0.9282800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Row Sum: 0.9000500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Row Sum: 0.8481800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Row Sum: 0.9160700<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Row Sum: 0.8963000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Row Sum: 0.9239300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Row Sum: 0.9395000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95767,0.96179744637385,0.956516811594202,0.978885558800638,0.97634,0.979577752808988,0.98199,0.90269,0.91734,0.96452,0.884172992849846,0.956041123595506,0.833868570691434,0.8888,0.93687,0.819985714285714,0.969705495403472,0.95858,0.9732,0.97657,0.95282,0.9303,0.90737,0.85118,0.91925,0.88933,0.91583,0.94108],"text":["Network: 01<br />Row Sum: 0.9576700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9617974<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9565168<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9788856<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9763400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9795778<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9819900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9026900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9173400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9645200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8841730<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9560411<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8338686<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8888000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9368700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8199857<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9697055<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9585800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9732000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9765700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9528200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9073700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8511800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9192500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8893300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9158300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9410800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93328,0.948932686414708,0.94365342995169,0.969106615965962,0.96164,0.96293166496425,0.94327,0.89044,0.90315,0.94877,0.877928212461696,0.94351669050051,0.817476912133274,0.88755,0.88826,0.830053333333334,0.95377317671093,0.93447,0.90227,0.90544,0.92428,0.88218,0.8397,0.80463,0.89533,0.88264,0.912,0.93521],"text":["Network: 01<br />Row Sum: 0.9332800<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Row Sum: 0.9489327<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Row Sum: 0.9436534<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Row Sum: 0.9691066<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Row Sum: 0.9616400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Row Sum: 0.9629317<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Row Sum: 0.9432700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Row Sum: 0.8904400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Row Sum: 0.9031500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Row Sum: 0.9487700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Row Sum: 0.8779282<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Row Sum: 0.9435167<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Row Sum: 0.8174769<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Row Sum: 0.8875500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Row Sum: 0.8882600<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Row Sum: 0.8300533<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Row Sum: 0.9537732<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Row Sum: 0.9344700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Row Sum: 0.9022700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Row Sum: 0.9054400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Row Sum: 0.9242800<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Row Sum: 0.8821800<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Row Sum: 0.8397000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Row Sum: 0.8046300<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Row Sum: 0.8953300<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Row Sum: 0.8826400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Row Sum: 0.9120000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Row Sum: 0.9352100<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95589,0.96125620020429,0.95627961352657,0.978438088988366,0.97874,0.980171460674158,0.98365,0.89784,0.91565,0.95852,0.882313891726252,0.955680674157304,0.832537270381836,0.89446,0.92432,0.818199047619048,0.96856633299285,0.95573,0.97243,0.97613,0.94959,0.91972,0.91035,0.85271,0.91461,0.88072,0.90814,0.93604],"text":["Network: 01<br />Row Sum: 0.9558900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9612562<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9562796<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9784381<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9787400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9801715<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9836500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8978400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9156500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9585200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8823139<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9556807<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8325373<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8944600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9243200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8181990<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9685663<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9557300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9724300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9761300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9495900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9197200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9103500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8527100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9146100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8807200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9081400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9360400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.90297,0.930930786516854,0.933173945249598,0.963496669675156,0.92986,0.94293011235955,0.90987,0.87561,0.87995,0.92016,0.874691705822268,0.925482410623084,0.807396019460416,0.87384,0.89543,0.813698095238096,0.940668437180796,0.90517,0.88302,0.89102,0.897,0.86408,0.87929,0.82782,0.87682,0.86734,0.89162,0.90735],"text":["Network: 01<br />Row Sum: 0.9029700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Row Sum: 0.9309308<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Row Sum: 0.9331739<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Row Sum: 0.9634967<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Row Sum: 0.9298600<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Row Sum: 0.9429301<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Row Sum: 0.9098700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Row Sum: 0.8756100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Row Sum: 0.8799500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Row Sum: 0.9201600<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Row Sum: 0.8746917<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Row Sum: 0.9254824<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Row Sum: 0.8073960<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Row Sum: 0.8738400<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8954300<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Row Sum: 0.8136981<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Row Sum: 0.9406684<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Row Sum: 0.9051700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Row Sum: 0.8830200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Row Sum: 0.8910200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Row Sum: 0.8970000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8640800<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8792900<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Row Sum: 0.8278200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8768200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8673400<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8916200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Row Sum: 0.9073500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95802,0.962022104187946,0.956310950080516,0.980049671026152,0.97613,0.97946226762002,0.98255,0.90148,0.91867,0.96426,0.883363636363636,0.957410296220634,0.833173011204482,0.88999,0.93571,0.822499047619048,0.97043595505618,0.95956,0.97459,0.97843,0.95094,0.93037,0.91488,0.85309,0.9208,0.89218,0.91576,0.9433],"text":["Network: 01<br />Row Sum: 0.9580200<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9620221<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9563110<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9800497<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9761300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9794623<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9825500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9014800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9186700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9642600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8833636<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9574103<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8331730<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8899900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9357100<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8224990<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9704360<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9595600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9784300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9509400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9148800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8530900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9208000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8921800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9157600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9433000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.83102,0.876020224719102,0.89564,0.938565314750066,0.83988,0.877961879468846,0.8253,0.83305,0.83874,0.85362,0.860489438202248,0.870459019407558,0.765950314757482,0.82091,0.89372,0.777071428571428,0.903160326864148,0.83133,0.84585,0.85734,0.82651,0.836,0.88189,0.82876,0.82253,0.8226,0.84604,0.85191],"text":["Network: 01<br />Row Sum: 0.8310200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Row Sum: 0.8760202<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Row Sum: 0.8956400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Row Sum: 0.9385653<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Row Sum: 0.8398800<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Row Sum: 0.8779619<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Row Sum: 0.8253000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Row Sum: 0.8330500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Row Sum: 0.8387400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Row Sum: 0.8536200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Row Sum: 0.8604894<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Row Sum: 0.8704590<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Row Sum: 0.7659503<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Row Sum: 0.8209100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Row Sum: 0.8937200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Row Sum: 0.7770714<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Row Sum: 0.9031603<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Row Sum: 0.8313300<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Row Sum: 0.8458500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Row Sum: 0.8573400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Row Sum: 0.8265100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Row Sum: 0.8360000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Row Sum: 0.8818900<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Row Sum: 0.8287600<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Row Sum: 0.8225300<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Row Sum: 0.8226000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Row Sum: 0.8460400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Row Sum: 0.8519100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95879,0.962304984678244,0.95782228663446,0.981286035029138,0.97432,0.978465025536262,0.98139,0.90575,0.92096,0.96323,0.886027517875384,0.956595587334014,0.830824741264926,0.88056,0.94953,0.827989523809524,0.97151899897855,0.95903,0.97459,0.97636,0.95327,0.93519,0.90875,0.85096,0.92109,0.89624,0.92457,0.94657],"text":["Network: 01<br />Row Sum: 0.9587900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9623050<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9578223<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9812860<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9743200<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9784650<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9813900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9057500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9209600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9632300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8860275<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9565956<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8308247<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8805600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9495300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8279895<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9715190<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9590300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9763600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9532700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9351900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9087500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8509600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9210900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.8962400<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9245700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9465700<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95683,0.960696016343208,0.953735877616748,0.976768737846066,0.97139,0.975459897854954,0.97409,0.9016,0.91598,0.95976,0.882122390194076,0.95711899897855,0.82818454666077,0.88083,0.94278,0.823785714285714,0.967753728294178,0.96009,0.95661,0.96126,0.95149,0.93098,0.9072,0.84932,0.9206,0.89624,0.92457,0.94294],"text":["Network: 01<br />Row Sum: 0.9568300<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Row Sum: 0.9606960<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Row Sum: 0.9537359<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Row Sum: 0.9767687<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Row Sum: 0.9713900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Row Sum: 0.9754599<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Row Sum: 0.9740900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Row Sum: 0.9159800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Row Sum: 0.9597600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Row Sum: 0.8821224<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Row Sum: 0.9571190<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Row Sum: 0.8281845<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Row Sum: 0.8808300<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Row Sum: 0.9427800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Row Sum: 0.8237857<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Row Sum: 0.9677537<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Row Sum: 0.9600900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Row Sum: 0.9566100<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Row Sum: 0.9612600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Row Sum: 0.9514900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Row Sum: 0.9309800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Row Sum: 0.9072000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Row Sum: 0.8493200<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Row Sum: 0.9206000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Row Sum: 0.8962400<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Row Sum: 0.9245700<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Row Sum: 0.9429400<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95708,0.961704371807968,0.956012463768116,0.978767000746072,0.97622,0.979437752808988,0.98196,0.90281,0.91746,0.96399,0.883587517875384,0.956724657814096,0.83332112044818,0.88907,0.941,0.81966380952381,0.970301123595506,0.95811,0.97326,0.97598,0.95288,0.93065,0.91457,0.85408,0.91884,0.88946,0.91557,0.94177],"text":["Network: 01<br />Row Sum: 0.9570800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9617044<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9560125<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9787670<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9762200<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9794378<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9819600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9028100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9174600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9639900<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.8835875<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9567247<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8333211<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8890700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9410000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8196638<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9703011<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9581100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9732600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9759800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9528800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9306500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9145700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8540800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9188400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8894600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9155700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9417700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93456,0.952186618998978,0.94664618357488,0.970518524695018,0.96641,0.968610602655772,0.94787,0.89441,0.90902,0.95358,0.88232784473953,0.94629871297242,0.819413752027126,0.88849,0.92749,0.837865714285714,0.959747252298264,0.93741,0.93131,0.92611,0.92541,0.89244,0.8769,0.83017,0.89762,0.88568,0.91575,0.9391],"text":["Network: 01<br />Row Sum: 0.9345600<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Row 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/>Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8116100<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8252500<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 28<br />Row Sum: 0.8228900<br />Method: BF_PF_BCmedian<br />Method: 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/>Method: BF_PFmean","Network: 05<br />Row Sum: 0.8485500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Row Sum: 0.9083266<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Row Sum: 0.8506700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Row Sum: 0.8245100<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Row Sum: 0.8325500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Row Sum: 0.8377700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Row Sum: 0.8652315<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Row Sum: 0.8871265<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Row Sum: 0.7889325<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Row Sum: 0.8383800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Row Sum: 0.8387600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Row Sum: 0.7596524<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Row Sum: 0.9039938<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Row Sum: 0.8363000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Row Sum: 0.8374500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Row Sum: 0.8413400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Row Sum: 0.8339600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Row Sum: 0.8324100<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Row Sum: 0.8407200<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Row Sum: 0.8123600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Row Sum: 0.8196300<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Row Sum: 0.8122700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Row Sum: 0.8276800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Row Sum: 0.8348100<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.81057,0.852731828396322,0.871539355877616,0.911521743665436,0.8149,0.851107722165474,0.80348,0.80476,0.80641,0.8201,0.841622635342186,0.848229152196118,0.758779098481498,0.81103,0.82882,0.745580952380952,0.876663636363636,0.81103,0.78817,0.78742,0.80841,0.81011,0.83337,0.80543,0.80634,0.81227,0.82768,0.82193],"text":["Network: 01<br />Row Sum: 0.8105700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Row Sum: 0.8527318<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Row Sum: 0.8715394<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Row Sum: 0.9115217<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Row Sum: 0.8149000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Row Sum: 0.8511077<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Row Sum: 0.8034800<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Row Sum: 0.8047600<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Row Sum: 0.8064100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Row Sum: 0.8201000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Row Sum: 0.8416226<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Row Sum: 0.8482292<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Row Sum: 0.7587791<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Row Sum: 0.8110300<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Row Sum: 0.8288200<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Row Sum: 0.7455810<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Row Sum: 0.8766636<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Row Sum: 0.8110300<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Row Sum: 0.7881700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Row Sum: 0.7874200<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Row Sum: 0.8084100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Row Sum: 0.8101100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Row Sum: 0.8333700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Row Sum: 0.8054300<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Row Sum: 0.8063400<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Row Sum: 0.8122700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Row Sum: 0.8276800<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Row Sum: 0.8219300<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.92952,0.919375384615384,0.919784338624338,0.943136767648802,0.99048,0.985897342657342,1,0.89376,0.93272,0.9412,0.828077482517482,0.907355804195804,0.85944,0.94256,0.97792,0.925064935064934,0.96269090909091,0.93128,0.92912,0.95008,0.92016,0.92656,0.95712,0.85192,0.86656,0.84048,0.9042,0.92672],"text":["Network: 01<br />Row Sum: 0.9295200<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Row Sum: 0.9193754<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Row Sum: 0.9197843<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Row Sum: 0.9431368<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Row Sum: 0.9904800<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Row Sum: 0.9858973<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Row Sum: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Row Sum: 0.8937600<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Row Sum: 0.9327200<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Row Sum: 0.9412000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Row Sum: 0.8280775<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Row Sum: 0.9073558<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Row Sum: 0.8594400<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Row Sum: 0.9425600<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Row Sum: 0.9779200<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Row Sum: 0.9250649<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Row Sum: 0.9626909<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Row Sum: 0.9312800<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Row Sum: 0.9291200<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Row Sum: 0.9500800<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Row Sum: 0.9201600<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Row Sum: 0.9265600<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Row Sum: 0.9571200<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Row Sum: 0.8519200<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Row Sum: 0.8665600<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Row Sum: 0.8404800<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Row Sum: 0.9042000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Row Sum: 0.9267200<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8351,0.889260408580184,0.90928421900161,0.951879799149074,0.84985,0.908566782431052,0.85058,0.82348,0.83414,0.84261,0.865069315628192,0.883573748723186,0.788255992186348,0.83845,0.8388,0.76135619047619,0.90068431052094,0.83643,0.83563,0.84015,0.83377,0.83369,0.84203,0.81032,0.81863,0.811,0.82318,0.83259],"text":["Network: 01<br />Row Sum: 0.8351000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Row Sum: 0.8892604<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Row Sum: 0.9092842<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Row Sum: 0.9518798<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Row Sum: 0.8498500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Row Sum: 0.9085668<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Row Sum: 0.8505800<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Row Sum: 0.8234800<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Row Sum: 0.8341400<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Row Sum: 0.8426100<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Row Sum: 0.8650693<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Row Sum: 0.8835737<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Row Sum: 0.7882560<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Row Sum: 0.8384500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Row Sum: 0.8388000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Row Sum: 0.7613562<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Row Sum: 0.9006843<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Row Sum: 0.8364300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Row Sum: 0.8356300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Row Sum: 0.8401500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Row Sum: 0.8337700<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Row Sum: 0.8336900<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Row Sum: 0.8420300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Row Sum: 0.8103200<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Row Sum: 0.8186300<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Row Sum: 0.8110000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Row Sum: 0.8231800<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Row Sum: 0.8325900<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.81009,0.850390847803882,0.868333011272142,0.908592831149558,0.81428,0.852022819203268,0.80018,0.80972,0.80672,0.8227,0.84123671092952,0.844533728294178,0.763395864661654,0.81114,0.83171,0.747594285714286,0.870263166496424,0.80638,0.78952,0.78928,0.80872,0.80953,0.83159,0.80433,0.80344,0.81159,0.82318,0.82259],"text":["Network: 01<br />Row Sum: 0.8100900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Row Sum: 0.8503908<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Row Sum: 0.8683330<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Row Sum: 0.9085928<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Row Sum: 0.8142800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Row Sum: 0.8520228<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Row Sum: 0.8001800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Row Sum: 0.8097200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Row Sum: 0.8067200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Row Sum: 0.8227000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Row Sum: 0.8412367<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Row Sum: 0.8445337<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Row Sum: 0.7633959<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Row Sum: 0.8111400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Row Sum: 0.8317100<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Row Sum: 0.7475943<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Row Sum: 0.8702632<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Row Sum: 0.8063800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Row Sum: 0.7895200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Row Sum: 0.7892800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Row Sum: 0.8087200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Row Sum: 0.8095300<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Row Sum: 0.8315900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Row Sum: 0.8043300<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Row Sum: 0.8034400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Row Sum: 0.8115900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Row Sum: 0.8231800<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Row Sum: 0.8225900<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95915,0.961606496424924,0.95682460547504,0.979301333462384,0.97444,0.978904371807968,0.98148,0.90694,0.92081,0.96506,0.885609213483146,0.95638049029622,0.832194406604748,0.88394,0.95065,0.828145714285714,0.970660796731358,0.95887,0.97181,0.97367,0.9546,0.93525,0.90423,0.85031,0.92063,0.8963,0.92393,0.94265],"text":["Network: 01<br />Row Sum: 0.9591500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Row Sum: 0.9616065<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Row Sum: 0.9568246<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Row Sum: 0.9793013<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Row Sum: 0.9744400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Row Sum: 0.9789044<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Row Sum: 0.9814800<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Row Sum: 0.9069400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Row Sum: 0.9208100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Row Sum: 0.9650600<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Row Sum: 0.8856092<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Row Sum: 0.9563805<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Row Sum: 0.8321944<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Row Sum: 0.8839400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Row Sum: 0.9506500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Row Sum: 0.8281457<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Row Sum: 0.9706608<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Row Sum: 0.9588700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Row Sum: 0.9718100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Row Sum: 0.9736700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Row Sum: 0.9546000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Row Sum: 0.9352500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Row Sum: 0.9042300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Row Sum: 0.8503100<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Row Sum: 0.9206300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Row Sum: 0.8963000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Row Sum: 0.9239300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Row Sum: 0.9426500<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95419,0.95772382022472,0.95127304347826,0.973030223087936,0.97128,0.976654586312564,0.97412,0.90326,0.91416,0.96,0.881865720122574,0.95405620020429,0.825127455403214,0.88603,0.94987,0.82260761904762,0.968295893769152,0.95733,0.95206,0.95678,0.94894,0.92828,0.90005,0.84818,0.91607,0.8963,0.92393,0.9395],"text":["Network: 01<br />Row Sum: 0.9541900<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Row Sum: 0.9577238<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Row Sum: 0.9512730<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Row Sum: 0.9730302<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Row Sum: 0.9712800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Row Sum: 0.9766546<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Row Sum: 0.9741200<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Row Sum: 0.9032600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Row Sum: 0.9141600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Row Sum: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Row Sum: 0.8818657<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Row Sum: 0.9540562<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Row Sum: 0.8251275<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Row Sum: 0.8860300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Row Sum: 0.9498700<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Row Sum: 0.8226076<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Row Sum: 0.9682959<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Row Sum: 0.9573300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Row Sum: 0.9520600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Row Sum: 0.9567800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Row Sum: 0.9489400<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Row Sum: 0.9282800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Row Sum: 0.9000500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Row Sum: 0.8481800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Row Sum: 0.9160700<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Row Sum: 0.8963000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Row Sum: 0.9239300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Row Sum: 0.9395000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95767,0.96179744637385,0.956516811594202,0.978885558800638,0.97634,0.979577752808988,0.98199,0.90269,0.91734,0.96452,0.884172992849846,0.956041123595506,0.833868570691434,0.8888,0.93687,0.819985714285714,0.969705495403472,0.95858,0.9732,0.97657,0.95282,0.9303,0.90737,0.85118,0.91925,0.88933,0.91583,0.94108],"text":["Network: 01<br />Row Sum: 0.9576700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Row Sum: 0.9617974<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Row Sum: 0.9565168<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Row Sum: 0.9788856<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Row Sum: 0.9763400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Row Sum: 0.9795778<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Row Sum: 0.9819900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Row Sum: 0.9026900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Row Sum: 0.9173400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Row Sum: 0.9645200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Row Sum: 0.8841730<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Row Sum: 0.9560411<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Row Sum: 0.8338686<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Row Sum: 0.8888000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Row Sum: 0.9368700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Row Sum: 0.8199857<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Row Sum: 0.9697055<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Row Sum: 0.9585800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Row Sum: 0.9732000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Row Sum: 0.9765700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Row Sum: 0.9528200<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Row Sum: 0.9303000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Row Sum: 0.9073700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Row Sum: 0.8511800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Row Sum: 0.9192500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Row Sum: 0.8893300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Row Sum: 0.9158300<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Row Sum: 0.9410800<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93328,0.948932686414708,0.94365342995169,0.969106615965962,0.96164,0.96293166496425,0.94327,0.89044,0.90315,0.94877,0.877928212461696,0.94351669050051,0.817476912133274,0.88755,0.88826,0.830053333333334,0.95377317671093,0.93447,0.90227,0.90544,0.92428,0.88218,0.8397,0.80463,0.89533,0.88264,0.912,0.93521],"text":["Network: 01<br />Row Sum: 0.9332800<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Row Sum: 0.9489327<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Row Sum: 0.9436534<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Row Sum: 0.9691066<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Row Sum: 0.9616400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Row Sum: 0.9629317<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Row Sum: 0.9432700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Row Sum: 0.8904400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Row Sum: 0.9031500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Row Sum: 0.9487700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Row Sum: 0.8779282<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Row Sum: 0.9435167<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Row Sum: 0.8174769<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Row Sum: 0.8875500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Row Sum: 0.8882600<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Row Sum: 0.8300533<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Row Sum: 0.9537732<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Row Sum: 0.9344700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Row Sum: 0.9022700<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Row Sum: 0.9054400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Row Sum: 0.9242800<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Row Sum: 0.8821800<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Row Sum: 0.8397000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Row Sum: 0.8046300<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Row Sum: 0.8953300<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Row Sum: 0.8826400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Row Sum: 0.9120000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Row Sum: 0.9352100<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95589,0.96125620020429,0.95627961352657,0.978438088988366,0.97874,0.980171460674158,0.98365,0.89784,0.91565,0.95852,0.882313891726252,0.955680674157304,0.832537270381836,0.89446,0.92432,0.818199047619048,0.96856633299285,0.95573,0.97243,0.97613,0.94959,0.91972,0.91035,0.85271,0.91461,0.88072,0.90814,0.93604],"text":["Network: 01<br />Row Sum: 0.9558900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Row Sum: 0.9612562<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Row Sum: 0.9562796<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Row Sum: 0.9784381<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Row Sum: 0.9787400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Row Sum: 0.9801715<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Row Sum: 0.9836500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Row Sum: 0.8978400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Row Sum: 0.9156500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Row Sum: 0.9585200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Row Sum: 0.8823139<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Row Sum: 0.9556807<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Row Sum: 0.8325373<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Row Sum: 0.8944600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Row Sum: 0.9243200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Row Sum: 0.8181990<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Row Sum: 0.9685663<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Row Sum: 0.9557300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Row Sum: 0.9724300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Row Sum: 0.9761300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Row Sum: 0.9495900<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Row Sum: 0.9197200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Row Sum: 0.9103500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Row Sum: 0.8527100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Row Sum: 0.9146100<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Row Sum: 0.8807200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Row Sum: 0.9081400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Row Sum: 0.9360400<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.90297,0.930930786516854,0.933173945249598,0.963496669675156,0.92986,0.94293011235955,0.90987,0.87561,0.87995,0.92016,0.874691705822268,0.925482410623084,0.807396019460416,0.87384,0.89543,0.813698095238096,0.940668437180796,0.90517,0.88302,0.89102,0.897,0.86408,0.87929,0.82782,0.87682,0.86734,0.89162,0.90735],"text":["Network: 01<br />Row Sum: 0.9029700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Row Sum: 0.9309308<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Row Sum: 0.9331739<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Row Sum: 0.9634967<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Row Sum: 0.9298600<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Row Sum: 0.9429301<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Row Sum: 0.9098700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Row Sum: 0.8756100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Row Sum: 0.8799500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Row Sum: 0.9201600<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Row Sum: 0.8746917<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Row Sum: 0.9254824<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Row Sum: 0.8073960<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Row Sum: 0.8738400<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Row Sum: 0.8954300<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Row Sum: 0.8136981<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Row Sum: 0.9406684<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Row Sum: 0.9051700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Row Sum: 0.8830200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Row Sum: 0.8910200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Row Sum: 0.8970000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Row Sum: 0.8640800<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Row Sum: 0.8792900<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Row Sum: 0.8278200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Row Sum: 0.8768200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Row Sum: 0.8673400<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Row Sum: 0.8916200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Row Sum: 0.9073500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95802,0.962022104187946,0.956310950080516,0.980049671026152,0.97613,0.97946226762002,0.98255,0.90148,0.91867,0.96426,0.883363636363636,0.957410296220634,0.833173011204482,0.88999,0.93571,0.822499047619048,0.97043595505618,0.95956,0.97459,0.97843,0.95094,0.93037,0.91488,0.85309,0.9208,0.89218,0.91576,0.9433],"text":["Network: 01<br />Row Sum: 0.9580200<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Row Sum: 0.9620221<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Row Sum: 0.9563110<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Row Sum: 0.9800497<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Row Sum: 0.9761300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Row Sum: 0.9794623<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Row Sum: 0.9825500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Row Sum: 0.9014800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Row Sum: 0.9186700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Row Sum: 0.9642600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Row Sum: 0.8833636<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Row Sum: 0.9574103<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Row Sum: 0.8331730<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Row Sum: 0.8899900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Row Sum: 0.9357100<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Row Sum: 0.8224990<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Row Sum: 0.9704360<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Row Sum: 0.9595600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Row Sum: 0.9784300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Row Sum: 0.9509400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Row Sum: 0.9303700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Row Sum: 0.9148800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Row Sum: 0.8530900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Row Sum: 0.9208000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Row Sum: 0.8921800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Row Sum: 0.9157600<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Row Sum: 0.9433000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.83102,0.876020224719102,0.89564,0.938565314750066,0.83988,0.877961879468846,0.8253,0.83305,0.83874,0.85362,0.860489438202248,0.870459019407558,0.765950314757482,0.82091,0.89372,0.777071428571428,0.903160326864148,0.83133,0.84585,0.85734,0.82651,0.836,0.88189,0.82876,0.82253,0.8226,0.84604,0.85191],"text":["Network: 01<br />Row Sum: 0.8310200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Row Sum: 0.8760202<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Row Sum: 0.8956400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Row Sum: 0.9385653<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Row Sum: 0.8398800<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Row Sum: 0.8779619<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Row Sum: 0.8253000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Row Sum: 0.8330500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Row Sum: 0.8387400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Row Sum: 0.8536200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Row Sum: 0.8604894<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Row Sum: 0.8704590<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Row Sum: 0.7659503<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Row Sum: 0.8209100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Row Sum: 0.8937200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Row Sum: 0.7770714<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Row Sum: 0.9031603<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Row Sum: 0.8313300<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Row Sum: 0.8458500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Row Sum: 0.8573400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Row Sum: 0.8265100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Row Sum: 0.8360000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Row Sum: 0.8818900<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Row Sum: 0.8287600<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Row Sum: 0.8225300<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Row Sum: 0.8226000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Row Sum: 0.8460400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Row Sum: 0.8519100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95879,0.962304984678244,0.95782228663446,0.981286035029138,0.97432,0.978465025536262,0.98139,0.90575,0.92096,0.96323,0.886027517875384,0.956595587334014,0.830824741264926,0.88056,0.94953,0.827989523809524,0.97151899897855,0.95903,0.97459,0.97636,0.95327,0.93519,0.90875,0.85096,0.92109,0.89624,0.92457,0.94657],"text":["Network: 01<br />Row Sum: 0.9587900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Row Sum: 0.9623050<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Row Sum: 0.9578223<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Row Sum: 0.9812860<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Row Sum: 0.9743200<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Row Sum: 0.9784650<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Row Sum: 0.9813900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Row Sum: 0.9057500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Row Sum: 0.9209600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Row Sum: 0.9632300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Row Sum: 0.8860275<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Row Sum: 0.9565956<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Row Sum: 0.8308247<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Row Sum: 0.8805600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Row Sum: 0.9495300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Row Sum: 0.8279895<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Row Sum: 0.9715190<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Row Sum: 0.9590300<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Row Sum: 0.9745900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Row Sum: 0.9763600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Row Sum: 0.9532700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Row Sum: 0.9351900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Row Sum: 0.9087500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Row Sum: 0.8509600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Row Sum: 0.9210900<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Row Sum: 0.8962400<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Row Sum: 0.9245700<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Row Sum: 0.9465700<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95683,0.960696016343208,0.953735877616748,0.976768737846066,0.97139,0.975459897854954,0.97409,0.9016,0.91598,0.95976,0.882122390194076,0.95711899897855,0.82818454666077,0.88083,0.94278,0.823785714285714,0.967753728294178,0.96009,0.95661,0.96126,0.95149,0.93098,0.9072,0.84932,0.9206,0.89624,0.92457,0.94294],"text":["Network: 01<br />Row Sum: 0.9568300<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Row Sum: 0.9606960<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Row Sum: 0.9537359<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Row Sum: 0.9767687<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Row Sum: 0.9713900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Row Sum: 0.9754599<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Row Sum: 0.9740900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Row Sum: 0.9016000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Row Sum: 0.9159800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Row Sum: 0.9597600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Row Sum: 0.8821224<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Row Sum: 0.9571190<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Row Sum: 0.8281845<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Row Sum: 0.8808300<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Row Sum: 0.9427800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Row Sum: 0.8237857<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Row Sum: 0.9677537<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Row Sum: 0.9600900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Row Sum: 0.9566100<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Row Sum: 0.9612600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Row Sum: 0.9514900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Row Sum: 0.9309800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Row Sum: 0.9072000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Row Sum: 0.8493200<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Row Sum: 0.9206000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Row Sum: 0.8962400<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Row Sum: 0.9245700<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Row Sum: 0.9429400<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95708,0.961704371807968,0.956012463768116,0.978767000746072,0.97622,0.979437752808988,0.98196,0.90281,0.91746,0.96399,0.883587517875384,0.956724657814096,0.83332112044818,0.88907,0.941,0.81966380952381,0.970301123595506,0.95811,0.97326,0.97598,0.95288,0.93065,0.91457,0.85408,0.91884,0.88946,0.91557,0.94177],"text":["Network: 01<br />Row Sum: 0.9570800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Row Sum: 0.9617044<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Row Sum: 0.9560125<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Row Sum: 0.9787670<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Row Sum: 0.9762200<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Row Sum: 0.9794378<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Row Sum: 0.9819600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Row Sum: 0.9028100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Row Sum: 0.9174600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Row Sum: 0.9639900<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Row Sum: 0.8835875<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Row Sum: 0.9567247<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Row Sum: 0.8333211<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Row Sum: 0.8890700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Row Sum: 0.9410000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Row Sum: 0.8196638<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Row Sum: 0.9703011<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Row Sum: 0.9581100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Row Sum: 0.9732600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Row Sum: 0.9759800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Row Sum: 0.9528800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Row Sum: 0.9306500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Row Sum: 0.9145700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Row Sum: 0.8540800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Row Sum: 0.9188400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Row Sum: 0.8894600<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Row Sum: 0.9155700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Row Sum: 0.9417700<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93456,0.952186618998978,0.94664618357488,0.970518524695018,0.96641,0.968610602655772,0.94787,0.89441,0.90902,0.95358,0.88232784473953,0.94629871297242,0.819413752027126,0.88849,0.92749,0.837865714285714,0.959747252298264,0.93741,0.93131,0.92611,0.92541,0.89244,0.8769,0.83017,0.89762,0.88568,0.91575,0.9391],"text":["Network: 01<br />Row Sum: 0.9345600<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Row Sum: 0.9521866<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 03<br />Row Sum: 0.9466462<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 04<br />Row Sum: 0.9705185<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 05<br />Row Sum: 0.9664100<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 06<br />Row Sum: 0.9686106<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 07<br />Row Sum: 0.9478700<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 08<br />Row Sum: 0.8944100<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 09<br />Row Sum: 0.9090200<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 10<br />Row Sum: 0.9535800<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 11<br />Row Sum: 0.8823278<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 12<br />Row Sum: 0.9462987<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 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BF_BCmean<br />Method: BF_BCmean","Network: 06<br />Median: 0.9341164<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 07<br />Median: 0.8800000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 08<br />Median: 0.8000000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 09<br />Median: 0.8200000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 10<br />Median: 0.8600000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 11<br />Median: 0.7980082<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 12<br />Median: 0.8483146<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 13<br />Median: 0.7518382<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 14<br />Median: 0.8400000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 15<br />Median: 0.8000000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 16<br />Median: 0.7619048<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 17<br />Median: 0.9080695<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 18<br />Median: 0.8275000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 19<br />Median: 0.8275000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 20<br />Median: 0.8375000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 21<br />Median: 0.8250000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 22<br />Median: 0.8200000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 23<br />Median: 0.7875000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 24<br />Median: 0.7200000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 25<br />Median: 0.7800000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 26<br />Median: 0.7450000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 27<br />Median: 0.8000000<br />Method: BF_BCmean<br />Method: BF_BCmean","Network: 28<br />Median: 0.8200000<br />Method: BF_BCmean<br />Method: BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(225,138,0,1)","dash":"solid"},"hoveron":"points","name":"BF_BCmean","legendgroup":"BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.755,0.739019407558734,0.75234836285561,0.767794850079649,0.77,0.74923391215526,0.725,0.74,0.76,0.7825,0.729826353421859,0.720633299284984,0.722136222910217,0.755,0.78,0.734126984126984,0.816138917262512,0.74,0.7,0.71,0.75,0.74,0.77,0.7125,0.74,0.745,0.8,0.8],"text":["Network: 01<br />Median: 0.7550000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 02<br />Median: 0.7390194<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 03<br />Median: 0.7523484<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 04<br />Median: 0.7677949<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 05<br />Median: 0.7700000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 06<br />Median: 0.7492339<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 07<br />Median: 0.7250000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 08<br />Median: 0.7400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 09<br />Median: 0.7600000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 10<br />Median: 0.7825000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 11<br />Median: 0.7298264<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 12<br />Median: 0.7206333<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 13<br />Median: 0.7221362<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 14<br />Median: 0.7550000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 15<br />Median: 0.7800000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 16<br />Median: 0.7341270<br />Method: BF_BCmedian<br 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/>Median: 0.8000000<br />Method: BF_BCmedian<br />Method: BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(209,147,0,1)","dash":"solid"},"hoveron":"points","name":"BF_BCmedian","legendgroup":"BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.877936670071501,0.881441223832528,0.909973853836899,0.88,0.93488253319714,0.88,0.815,0.835,0.86,0.799795709908069,0.859295199182839,0.756224200206398,0.8525,0.8225,0.761904761904762,0.914198161389173,0.84,0.84,0.8575,0.84,0.82,0.84,0.77,0.78,0.76,0.8,0.82],"text":["Network: 01<br />Median: 0.8400000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 02<br />Median: 0.8779367<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 03<br />Median: 0.8814412<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 04<br />Median: 0.9099739<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 05<br />Median: 0.8800000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 06<br />Median: 0.9348825<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 07<br />Median: 0.8800000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 08<br />Median: 0.8150000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 09<br />Median: 0.8350000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 10<br />Median: 0.8600000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 11<br />Median: 0.7997957<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 12<br />Median: 0.8592952<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 13<br />Median: 0.7562242<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 14<br />Median: 0.8525000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 15<br />Median: 0.8225000<br />Method: BF_PF_BCmean<br 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BF_PF_BCmean","Network: 27<br />Median: 0.8000000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 28<br />Median: 0.8200000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,156,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmean","legendgroup":"BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.755,0.76200204290092,0.757380568974772,0.757287654843761,0.76,0.73953013278856,0.7475,0.74,0.74,0.78,0.715270684371808,0.740040858018386,0.717436974789916,0.755,0.78,0.722222222222222,0.826098059244126,0.745,0.6875,0.68,0.745,0.74,0.7625,0.7175,0.755,0.765,0.79,0.8],"text":["Network: 01<br />Median: 0.7550000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 02<br />Median: 0.7620020<br />Method: BF_PF_BCmedian<br />Method: 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BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 14<br />Median: 0.7550000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 15<br />Median: 0.7800000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 16<br />Median: 0.7222222<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 17<br />Median: 0.8260981<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 18<br />Median: 0.7450000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 19<br />Median: 0.6875000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 20<br />Median: 0.6800000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 21<br />Median: 0.7450000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 22<br />Median: 0.7400000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 23<br />Median: 0.7625000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 24<br />Median: 0.7175000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 25<br />Median: 0.7550000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 26<br />Median: 0.7650000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 27<br />Median: 0.7900000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 28<br />Median: 0.8000000<br />Method: BF_PF_BCmedian<br />Method: 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/>Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Median: 0.8600000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Median: 0.8200000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Median: 0.8650000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Median: 0.7750000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Median: 0.7950000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Median: 0.7800000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Median: 0.8000000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Median: 0.8350000<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.76,0.758171603677221,0.758588298443371,0.76261434745495,0.77,0.742594484167517,0.74,0.74,0.7525,0.78,0.716036772216547,0.735444330949949,0.721426728586171,0.755,0.8175,0.73015873015873,0.829673135852911,0.7575,0.685,0.7,0.76,0.75,0.82,0.74,0.76,0.78,0.8,0.8],"text":["Network: 01<br />Median: 0.7600000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Median: 0.7581716<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Median: 0.7585883<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Median: 0.7626143<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Median: 0.7700000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Median: 0.7425945<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Median: 0.7400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Median: 0.7400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Median: 0.7525000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Median: 0.7800000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Median: 0.7160368<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Median: 0.7354443<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Median: 0.7214267<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Median: 0.7550000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Median: 0.8175000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Median: 0.7301587<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Median: 0.8296731<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Median: 0.7575000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Median: 0.6850000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Median: 0.7000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Median: 0.7600000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Median: 0.7500000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Median: 0.8200000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Median: 0.7400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Median: 0.7600000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Median: 0.7800000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Median: 0.8000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Median: 0.8000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.953333333333333,0.931235431235431,0.902263374485597,0.89210867377187,1,0.997668997668998,1,0.92,0.946666666666667,0.973333333333333,0.828671328671329,0.914335664335664,0.866666666666667,0.973333333333333,1,0.948051948051948,0.980769230769231,0.946666666666667,0.973333333333333,0.973333333333333,0.946666666666667,0.946666666666667,1,0.866666666666667,0.893333333333333,0.866666666666667,0.906666666666667,0.946666666666667],"text":["Network: 01<br />Median: 0.9533333<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 0.9312354<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 0.9022634<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 0.8921087<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 0.9976690<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 0.8286713<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 0.9143357<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 0.8666667<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 0.9480519<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 0.9807692<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 0.9733333<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 0.8666667<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 0.8933333<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 0.8666667<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 0.9066667<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.867211440245148,0.875201288244767,0.894837309028828,0.88,0.934627170582227,0.88,0.81,0.84,0.86,0.794177732379979,0.850357507660878,0.759900670794634,0.8525,0.84,0.767857142857143,0.910112359550561,0.835,0.8325,0.85,0.835,0.83,0.8675,0.7725,0.78,0.75,0.8,0.82],"text":["Network: 01<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Median: 0.8672114<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Median: 0.8752013<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Median: 0.8948373<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Median: 0.8800000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Median: 0.9346272<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Median: 0.8800000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Median: 0.8100000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Median: 0.8600000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Median: 0.7941777<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Median: 0.8503575<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Median: 0.7599007<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Median: 0.8525000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Median: 0.7678571<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Median: 0.9101124<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Median: 0.8350000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Median: 0.8325000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Median: 0.8500000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Median: 0.8350000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Median: 0.8300000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Median: 0.8675000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Median: 0.7725000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Median: 0.7800000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Median: 0.7500000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Median: 0.8000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Median: 0.8200000<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.755,0.735955056179775,0.74483360171766,0.750690621660315,0.77,0.745658835546475,0.725,0.745,0.765,0.785,0.715270684371808,0.712972420837589,0.722136222910217,0.755,0.82,0.73015873015873,0.808988764044944,0.74,0.6875,0.715,0.745,0.74,0.83,0.74,0.75,0.75,0.8,0.8],"text":["Network: 01<br />Median: 0.7550000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Median: 0.7359551<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Median: 0.7448336<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Median: 0.7506906<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Median: 0.7700000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Median: 0.7456588<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Median: 0.7250000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Median: 0.7450000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Median: 0.7650000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Median: 0.7850000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Median: 0.7152707<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Median: 0.7129724<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Median: 0.7221362<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Median: 0.7550000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Median: 0.8200000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Median: 0.7301587<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Median: 0.8089888<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Median: 0.7400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Median: 0.6875000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Median: 0.7150000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Median: 0.7450000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Median: 0.7400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Median: 0.8300000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Median: 0.7400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Median: 0.7500000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Median: 0.7500000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Median: 0.8000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Median: 0.8000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.97,0.975995914198162,0.952898550724638,0.962427493127391,0.98,0.98953013278856,0.99,0.925,0.945,0.975,0.851378958120531,0.968079673135853,0.831816059757236,0.86,0.97,0.843253968253968,0.985444330949949,0.98,0.99,0.99,0.97,0.95,0.915,0.84,0.9375,0.885,0.93,0.97],"text":["Network: 01<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 0.9759959<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 0.9528986<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 0.9624275<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 0.9800000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 0.9895301<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 0.9900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 0.9250000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 0.9450000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 0.8513790<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 0.9680797<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 0.8318161<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 0.8600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 0.8432540<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 0.9854443<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 0.9800000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 0.9900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 0.9500000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 0.9150000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 0.9375000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 0.8850000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 0.9300000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.97,0.96859039836568,0.933373590982287,0.94211716707331,0.98,0.986465781409602,0.985,0.9175,0.9425,0.9725,0.83682328907048,0.965781409601634,0.820014189886481,0.855,0.97,0.827380952380952,0.981358529111338,0.98,0.97,0.9725,0.97,0.93,0.9,0.835,0.9225,0.885,0.93,0.97],"text":["Network: 01<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Median: 0.9685904<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Median: 0.9333736<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Median: 0.9421172<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Median: 0.9800000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Median: 0.9864658<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Median: 0.9850000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Median: 0.9175000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Median: 0.9425000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Median: 0.9725000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Median: 0.8368233<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Median: 0.9657814<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Median: 0.8200142<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Median: 0.8550000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Median: 0.8273810<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Median: 0.9813585<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Median: 0.9800000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Median: 0.9725000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Median: 0.9300000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Median: 0.9000000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Median: 0.8350000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Median: 0.9225000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Median: 0.8850000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Median: 0.9300000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9725,0.972420837589377,0.953770799785293,0.960747148455091,0.98,0.990296220633299,0.995,0.9125,0.94,0.98,0.846527068437181,0.969101123595506,0.840073529411765,0.885,0.94,0.831349206349206,0.98391215526047,0.98,0.99,0.99,0.97,0.9425,0.905,0.8375,0.93,0.875,0.9125,0.97],"text":["Network: 01<br />Median: 0.9725000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 0.9724208<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 0.9537708<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 0.9607471<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 0.9902962<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 0.9950000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 0.9125000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 0.8465271<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 0.9691011<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 0.8400735<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 0.8850000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 0.8313492<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 0.9839122<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 0.9900000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 0.9425000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 0.9050000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 0.8375000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 0.9300000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 0.8750000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 0.9125000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.945,0.955311542390194,0.926731078904993,0.933317202024479,0.98,0.97829417773238,0.96,0.9075,0.92,0.97,0.822012257405516,0.945863125638406,0.826301353874883,0.8575,0.895,0.827380952380952,0.966292134831461,0.9525,0.9125,0.9175,0.94,0.8675,0.7975,0.7325,0.9025,0.8625,0.92,0.95],"text":["Network: 01<br />Median: 0.9450000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Median: 0.9553115<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Median: 0.9267311<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Median: 0.9333172<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Median: 0.9800000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Median: 0.9782942<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Median: 0.9600000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Median: 0.9075000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Median: 0.9700000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Median: 0.8220123<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Median: 0.9458631<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Median: 0.8263014<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Median: 0.8575000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Median: 0.8950000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Median: 0.8273810<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Median: 0.9662921<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Median: 0.9525000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Median: 0.9125000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Median: 0.9175000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Median: 0.9400000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Median: 0.8675000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Median: 0.7975000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Median: 0.7325000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Median: 0.9025000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Median: 0.8625000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Median: 0.9500000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.98,0.970377936670072,0.950550187869029,0.959802794749258,0.99,0.990040858018386,1,0.9075,0.94,0.98,0.838866189989786,0.965270684371808,0.845559056956116,0.895,0.9325,0.827380952380953,0.981103166496425,0.98,0.99,0.9925,0.97,0.925,0.925,0.8125,0.92,0.8675,0.905,0.9475],"text":["Network: 01<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 0.9703779<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 0.9505502<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 0.9598028<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 0.9900000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 0.9900409<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 1.0000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 0.9075000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 0.9400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 0.8388662<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 0.9652707<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 0.8455591<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 0.8950000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 0.9325000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 0.8273810<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 0.9811032<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 0.9925000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 0.9250000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 0.9250000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 0.8125000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 0.8675000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 0.9050000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 0.9475000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9175,0.928243105209398,0.913311862587225,0.925001176241271,0.9425,0.954545454545455,0.92,0.88,0.8925,0.9425,0.813840653728295,0.923135852911134,0.816337719298246,0.845,0.9125,0.819444444444444,0.95097037793667,0.92,0.8925,0.895,0.9075,0.845,0.885,0.7575,0.8825,0.85,0.895,0.9275],"text":["Network: 01<br />Median: 0.9175000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Median: 0.9282431<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Median: 0.9133119<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Median: 0.9250012<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Median: 0.9425000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Median: 0.9545455<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Median: 0.8925000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Median: 0.9425000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Median: 0.8138407<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Median: 0.9231359<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Median: 0.8163377<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Median: 0.8450000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Median: 0.9125000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Median: 0.8194444<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Median: 0.9509704<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Median: 0.8925000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Median: 0.8950000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Median: 0.9075000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Median: 0.8450000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Median: 0.8850000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Median: 0.7575000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Median: 0.8825000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Median: 0.8500000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Median: 0.8950000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Median: 0.9275000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9775,0.975229826353422,0.951489533011272,0.964423742598082,0.98,0.990040858018386,0.9975,0.92,0.9425,0.98,0.849080694586313,0.969611848825332,0.837768440709617,0.88,0.945,0.83531746031746,0.984678243105209,0.98,0.99,0.9925,0.97,0.9425,0.9275,0.8225,0.9325,0.8825,0.915,0.97],"text":["Network: 01<br />Median: 0.9775000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 0.9752298<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 0.9514895<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 0.9644237<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 0.9900409<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 0.9975000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 0.9425000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 0.8490807<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 0.9696118<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 0.8377684<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 0.9450000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 0.8353175<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 0.9846782<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 0.9900000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 0.9925000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 0.9425000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 0.9275000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 0.8225000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 0.9325000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 0.8825000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 0.9150000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7975,0.81511746680286,0.815217391304349,0.849829276981294,0.8025,0.815372829417773,0.7875,0.8,0.8275,0.8375,0.774514811031665,0.797242083758938,0.723974458204335,0.775,0.9125,0.773809523809524,0.886874361593463,0.8,0.8225,0.83,0.79,0.8025,0.9,0.7725,0.7875,0.795,0.8275,0.8475],"text":["Network: 01<br />Median: 0.7975000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Median: 0.8151175<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Median: 0.8152174<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Median: 0.8498293<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Median: 0.8025000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Median: 0.8153728<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Median: 0.7875000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Median: 0.8000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Median: 0.8275000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Median: 0.8375000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Median: 0.7745148<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Median: 0.7972421<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Median: 0.7239745<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Median: 0.7750000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Median: 0.9125000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Median: 0.7738095<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Median: 0.8868744<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Median: 0.8000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Median: 0.8225000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Median: 0.8300000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Median: 0.7900000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Median: 0.8025000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Median: 0.9000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Median: 0.7725000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Median: 0.7875000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Median: 0.7950000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Median: 0.8275000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Median: 0.8475000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9775,0.976251276813074,0.955381105743425,0.969093420442402,0.98,0.989019407558734,0.99,0.9225,0.945,0.975,0.855975485188968,0.970888661899898,0.823529411764707,0.86,0.9675,0.841269841269841,0.986465781409602,0.98,0.99,0.99,0.97,0.955,0.92,0.84,0.9275,0.885,0.94,0.97],"text":["Network: 01<br />Median: 0.9775000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 0.9762513<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 0.9553811<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 0.9690934<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 0.9800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 0.9890194<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 0.9900000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 0.9225000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 0.9450000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 0.8559755<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 0.9708887<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 0.8235294<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 0.8600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 0.9675000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 0.8412698<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 0.9864658<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 0.9800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 0.9900000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 0.9900000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 0.9550000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 0.8400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 0.9275000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 0.8850000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 0.9400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.97,0.970888661899898,0.943773483628557,0.955568326175065,0.98,0.986721144024515,0.98,0.9225,0.95,0.97,0.846016343207355,0.968845760980592,0.829914860681115,0.84,0.9625,0.833333333333333,0.98314606741573,0.98,0.9775,0.9725,0.97,0.945,0.91,0.83,0.93,0.885,0.94,0.97],"text":["Network: 01<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Median: 0.9708887<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Median: 0.9437735<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Median: 0.9555683<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Median: 0.9800000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Median: 0.9867211<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Median: 0.9800000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Median: 0.9225000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Median: 0.9500000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Median: 0.8460163<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Median: 0.9688458<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Median: 0.8299149<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Median: 0.8400000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Median: 0.9625000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Median: 0.8333333<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Median: 0.9831461<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Median: 0.9800000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Median: 0.9775000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Median: 0.9725000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Median: 0.9450000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Median: 0.9100000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Median: 0.8300000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Median: 0.9300000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Median: 0.8850000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Median: 0.9400000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9725,0.97267620020429,0.952160493827161,0.961210923584646,0.98,0.990040858018386,0.9925,0.9175,0.94,0.98,0.846271705822268,0.967568947906027,0.839898459383754,0.88,0.95,0.831349206349206,0.984422880490296,0.9775,0.99,0.99,0.97,0.95,0.9225,0.82,0.93,0.87,0.91,0.97],"text":["Network: 01<br />Median: 0.9725000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 0.9726762<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Median: 0.9521605<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Median: 0.9612109<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Median: 0.9800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Median: 0.9900409<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Median: 0.9925000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Median: 0.9175000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Median: 0.9400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Median: 0.9800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Median: 0.8462717<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Median: 0.9675689<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Median: 0.8398985<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Median: 0.9500000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Median: 0.8313492<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Median: 0.9844229<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Median: 0.9775000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Median: 0.9900000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Median: 0.9900000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Median: 0.9500000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Median: 0.9225000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Median: 0.8200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Median: 0.9300000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Median: 0.8700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Median: 0.9100000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.95,0.959908069458631,0.932769726247987,0.939201769066871,0.9825,0.983401430030644,0.97,0.9175,0.9375,0.975,0.838610827374872,0.949693564862105,0.824317226890756,0.86,0.945,0.853174603174603,0.973186925434117,0.96,0.9525,0.955,0.9425,0.8975,0.895,0.775,0.9075,0.87,0.9275,0.96],"text":["Network: 01<br />Median: 0.9500000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Median: 0.9599081<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 03<br />Median: 0.9327697<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 04<br />Median: 0.9392018<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 05<br />Median: 0.9825000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 06<br />Median: 0.9834014<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 07<br />Median: 0.9700000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 08<br />Median: 0.9175000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 09<br />Median: 0.9375000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 10<br />Median: 0.9750000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 11<br />Median: 0.8386108<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 12<br />Median: 0.9496936<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 13<br />Median: 0.8243172<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 14<br />Median: 0.8600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 15<br />Median: 0.9450000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 16<br />Median: 0.8531746<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 17<br />Median: 0.9731869<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 18<br />Median: 0.9600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 19<br />Median: 0.9525000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 20<br />Median: 0.9550000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 21<br />Median: 0.9425000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 22<br />Median: 0.8975000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 23<br />Median: 0.8950000<br />Method: T_PF_BCmedian<br />Method: 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BF_BCmedian","Network: 18<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 19<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 20<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 21<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 22<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 23<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 24<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 25<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 26<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 27<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: BF_BCmedian","Network: 28<br />Median: 0.8400000<br />Method: BF_BCmedian<br />Method: 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BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Median: 0.9000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Median: 0.9000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Median: 0.8000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Median: 0.7600000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Median: 0.9000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Median: 0.8400000<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.92,0.92,0.928888888888889,0.9672,1,0.98,1,0.92,0.92,0.92,0.83,0.92,0.84,0.92,1,0.92,0.96,0.92,0.92,0.92,0.92,0.92,1,0.84,0.84,0.84,0.92,0.92],"text":["Network: 01<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 0.9288889<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 0.9672000<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 0.9800000<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 0.8300000<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 0.8400000<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 0.9600000<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 0.8400000<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 0.8400000<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 0.8400000<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 0.9200000<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.9,0.924444444444444,0.976,0.84,0.9,0.84,0.84,0.84,0.84,0.9,0.9,0.8,0.84,0.84,0.76,0.9,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84],"text":["Network: 01<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Median: 0.9000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Median: 0.9244444<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Median: 0.9760000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Median: 0.9000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Median: 0.9000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Median: 0.9000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Median: 0.8000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Median: 0.7600000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Median: 0.9000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.9,0.924444444444444,0.976,0.84,0.9,0.84,0.84,0.84,0.84,0.9,0.9,0.8,0.84,0.84,0.76,0.9,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84],"text":["Network: 01<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Median: 0.9000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Median: 0.9244444<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Median: 0.9760000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Median: 0.9000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Median: 0.9000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Median: 0.9000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Median: 0.8000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Median: 0.7600000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Median: 0.9000000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Median: 0.8400000<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9868,0.96,0.97,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.84,0.97,0.96,0.96,0.96,0.96,0.94,0.92,0.88,0.92,0.92,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 0.9868000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 0.9000000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 0.8400000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 0.8800000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 0.8400000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 0.9400000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 0.8800000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 0.9200000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9862,0.96,0.97,0.96,0.9,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.8,0.97,0.96,0.96,0.96,0.96,0.92,0.88,0.88,0.92,0.92,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Median: 0.9862000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Median: 0.9000000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Median: 0.9200000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Median: 0.9000000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Median: 0.8400000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Median: 0.8800000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Median: 0.8000000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Median: 0.9200000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Median: 0.8800000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Median: 0.8800000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Median: 0.9200000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Median: 0.9200000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Median: 0.9200000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9868,0.96,0.98,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.8,0.97,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 0.9868000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 0.9800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 0.9200000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 0.9200000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 0.9000000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 0.8400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 0.8800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 0.8000000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 0.9200000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 0.9200000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 0.8800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 0.8800000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 0.9200000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 0.9600000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.92,0.95,0.951111111111111,0.9836,0.96,0.96,0.96,0.88,0.92,0.96,0.9,0.95,0.82,0.92,0.88,0.82,0.95,0.92,0.92,0.92,0.92,0.88,0.84,0.84,0.88,0.88,0.92,0.92],"text":["Network: 01<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Median: 0.9500000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Median: 0.9511111<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Median: 0.9836000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Median: 0.9600000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Median: 0.9600000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Median: 0.9600000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Median: 0.8800000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Median: 0.9600000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Median: 0.9000000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Median: 0.9500000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Median: 0.8200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Median: 0.8800000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Median: 0.8200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Median: 0.9500000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Median: 0.8800000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Median: 0.8400000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Median: 0.8400000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Median: 0.8800000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Median: 0.8800000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Median: 0.9200000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9866,0.96,0.98,1,0.9,0.92,0.96,0.9,0.96,0.84,0.9,0.92,0.8,0.96,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.92],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 0.9866000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 0.9800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 1.0000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 0.9000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 0.9000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 0.8400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 0.9000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 0.8000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 0.9600000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 0.8800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 0.8800000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.88,0.93,0.942222222222222,0.9808,0.92,0.94,0.92,0.88,0.88,0.92,0.9,0.93,0.8,0.88,0.88,0.8,0.94,0.92,0.88,0.88,0.88,0.88,0.88,0.86,0.88,0.88,0.88,0.92],"text":["Network: 01<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Median: 0.9300000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Median: 0.9422222<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Median: 0.9808000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Median: 0.9400000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Median: 0.9000000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Median: 0.9300000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Median: 0.8000000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Median: 0.8000000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Median: 0.9400000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Median: 0.8600000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Median: 0.9200000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9864,0.96,0.975,0.98,0.9,0.92,0.96,0.9,0.96,0.84,0.88,0.92,0.8,0.97,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 0.9864000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 0.9750000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 0.9800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 0.9000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 0.9000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 0.8400000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 0.8000000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 0.8800000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 0.9200000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 0.9600000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.905,0.928888888888889,0.9768,0.84,0.9,0.84,0.84,0.84,0.84,0.9,0.9,0.8,0.84,0.88,0.78,0.91,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84],"text":["Network: 01<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Median: 0.9050000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Median: 0.9288889<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Median: 0.9768000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Median: 0.9000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Median: 0.9000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Median: 0.9000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Median: 0.8000000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Median: 0.8800000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Median: 0.7800000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Median: 0.9100000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Median: 0.8800000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Median: 0.8800000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Median: 0.8400000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9866,0.96,0.97,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.82,0.97,0.96,0.96,0.96,0.96,0.94,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 0.9866000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 0.9000000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 0.8400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 0.8800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 0.8200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 0.9400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 0.8800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 0.8800000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9862,0.96,0.97,0.96,0.88,0.92,0.96,0.9,0.955,0.84,0.88,0.96,0.8,0.96,0.96,0.96,0.96,0.96,0.92,0.92,0.86,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Median: 0.9862000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Median: 0.8800000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Median: 0.9200000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Median: 0.9000000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Median: 0.9550000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Median: 0.8400000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Median: 0.8800000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Median: 0.8000000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Median: 0.9200000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Median: 0.9200000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Median: 0.8600000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Median: 0.9200000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Median: 0.8800000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Median: 0.9200000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Median: 0.9600000<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.96,0.9868,0.96,0.975,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.94,0.8,0.97,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Median: 0.9868000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Median: 0.9750000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Median: 0.9000000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Median: 0.8400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Median: 0.9400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Median: 0.8000000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Median: 0.8800000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Median: 0.9200000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Median: 0.9600000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.92,0.95,0.955555555555556,0.9852,0.96,0.96,0.96,0.88,0.92,0.96,0.9,0.95,0.82,0.92,0.92,0.84,0.95,0.92,0.92,0.92,0.92,0.88,0.88,0.86,0.88,0.88,0.92,0.92],"text":["Network: 01<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Median: 0.9500000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 03<br />Median: 0.9555556<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 04<br />Median: 0.9852000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 05<br />Median: 0.9600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 06<br />Median: 0.9600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 07<br />Median: 0.9600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 08<br />Median: 0.8800000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 09<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 10<br />Median: 0.9600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 11<br />Median: 0.9000000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 12<br />Median: 0.9500000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 13<br />Median: 0.8200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 14<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 15<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 16<br />Median: 0.8400000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 17<br />Median: 0.9500000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 18<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 19<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 20<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 21<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 22<br />Median: 0.8800000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 23<br />Median: 0.8800000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 24<br />Median: 0.8600000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 25<br />Median: 0.8800000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 26<br />Median: 0.8800000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 27<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 28<br />Median: 0.9200000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(249,98,221,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmedian","legendgroup":"T_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.962222222222222,0.9862,0.96,0.97,0.96,0.92,0.92,0.96,0.9,0.96,0.84,0.88,0.96,0.84,0.97,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 02<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 03<br />Median: 0.9622222<br />Method: T_PFmean<br />Method: T_PFmean","Network: 04<br />Median: 0.9862000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 05<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 06<br />Median: 0.9700000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 07<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 08<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 09<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 10<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 11<br />Median: 0.9000000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 12<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 13<br />Median: 0.8400000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 14<br />Median: 0.8800000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 15<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 16<br />Median: 0.8400000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 17<br />Median: 0.9700000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 18<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 19<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 20<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 21<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 22<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 23<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 24<br />Median: 0.8800000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 25<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 26<br />Median: 0.8800000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 27<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Median: 0.9600000<br />Method: T_PFmean<br />Method: T_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,97,198,1)","dash":"solid"},"hoveron":"points","name":"T_PFmean","legendgroup":"T_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96,0.96,0.955555555555556,0.986,0.96,0.97,0.96,0.9,0.92,0.96,0.9,0.95,0.84,0.88,0.94,0.8,0.96,0.96,0.96,0.96,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.96],"text":["Network: 01<br />Median: 0.9600000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 02<br />Median: 0.9600000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 03<br />Median: 0.9555556<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 04<br />Median: 0.9860000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 05<br />Median: 0.9600000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 06<br />Median: 0.9700000<br />Method: T_PFmedian<br 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/>Median: 0.8200000<br />Method: BF_BCmedian<br />Method: BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(209,147,0,1)","dash":"solid"},"hoveron":"points","name":"BF_BCmedian","legendgroup":"BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.888968335035751,0.902305421363392,0.94298692691845,0.86,0.91744126659857,0.86,0.8275,0.8375,0.85,0.849131767109295,0.879009193054137,0.780169172932331,0.84,0.83125,0.760952380952381,0.907099080694586,0.84,0.84,0.845,0.84,0.83,0.8375,0.8025,0.81,0.8,0.82,0.83],"text":["Network: 01<br />Median: 0.8400000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 02<br />Median: 0.8889683<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 03<br />Median: 0.9023054<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 04<br />Median: 0.9429869<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 05<br />Median: 0.8600000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 06<br />Median: 0.9174413<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 07<br />Median: 0.8600000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 08<br />Median: 0.8275000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 09<br />Median: 0.8375000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 10<br />Median: 0.8500000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 11<br />Median: 0.8491318<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 12<br />Median: 0.8790092<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 13<br />Median: 0.7801692<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 14<br />Median: 0.8400000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 15<br />Median: 0.8312500<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 16<br />Median: 0.7609524<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 17<br />Median: 0.9070991<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 18<br />Median: 0.8400000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 19<br />Median: 0.8400000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 20<br />Median: 0.8450000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 21<br />Median: 0.8400000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 22<br />Median: 0.8300000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 23<br />Median: 0.8375000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 24<br />Median: 0.8025000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 25<br />Median: 0.8100000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 26<br />Median: 0.8000000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 27<br />Median: 0.8200000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 28<br />Median: 0.8300000<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,156,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmean","legendgroup":"BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7975,0.83100102145046,0.840170424047235,0.866643827421881,0.8,0.818158835546476,0.79125,0.79,0.79,0.81,0.806082737487232,0.81688202247191,0.745972652218782,0.7975,0.81,0.741111111111111,0.862081205311542,0.7925,0.76,0.76,0.79,0.78875,0.8,0.77875,0.795,0.8025,0.815,0.82],"text":["Network: 01<br />Median: 0.7975000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 02<br />Median: 0.8310010<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 03<br />Median: 0.8401704<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 04<br />Median: 0.8666438<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 05<br />Median: 0.8000000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 06<br />Median: 0.8181588<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 07<br />Median: 0.7912500<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 08<br />Median: 0.7900000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 09<br />Median: 0.7900000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 10<br />Median: 0.8100000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 11<br />Median: 0.8060827<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 12<br />Median: 0.8168820<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 13<br />Median: 0.7459727<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 14<br />Median: 0.7975000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 15<br />Median: 0.8100000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 16<br />Median: 0.7411111<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 17<br />Median: 0.8620812<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 18<br />Median: 0.7925000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 19<br />Median: 0.7600000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 20<br />Median: 0.7600000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 21<br />Median: 0.7900000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 22<br />Median: 0.7887500<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 23<br />Median: 0.8000000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 24<br />Median: 0.7787500<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 25<br />Median: 0.7950000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 26<br />Median: 0.8025000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 27<br />Median: 0.8150000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 28<br />Median: 0.8200000<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(168,164,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmedian","legendgroup":"BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.888202247191011,0.905123456790123,0.941672897384711,0.86,0.916802860061287,0.86,0.82,0.84,0.85,0.845408580183861,0.881818181818182,0.767846700083542,0.8425,0.84,0.766904761904762,0.909141981613892,0.84,0.84,0.85,0.84,0.83,0.85,0.80625,0.8125,0.81,0.82,0.83625],"text":["Network: 01<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Median: 0.8882022<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Median: 0.9051235<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Median: 0.9416729<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Median: 0.8600000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Median: 0.9168029<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Median: 0.8600000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Median: 0.8200000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Median: 0.8500000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Median: 0.8454086<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Median: 0.8818182<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Median: 0.7678467<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Median: 0.8425000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Median: 0.7669048<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Median: 0.9091420<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Median: 0.8500000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Median: 0.8400000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Median: 0.8300000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Median: 0.8500000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Median: 0.8062500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Median: 0.8125000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Median: 0.8100000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Median: 0.8200000<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Median: 0.8362500<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.8,0.828958120531154,0.841113794954375,0.869307173727475,0.8025,0.818232890704801,0.79,0.79,0.7925,0.81,0.805316649642492,0.817137385086823,0.745972652218782,0.7975,0.8275,0.745079365079365,0.864453524004086,0.795,0.76,0.76875,0.7925,0.79,0.83,0.79,0.8,0.81,0.82,0.82],"text":["Network: 01<br />Median: 0.8000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Median: 0.8289581<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Median: 0.8411138<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Median: 0.8693072<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Median: 0.8025000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Median: 0.8182329<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Median: 0.7900000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Median: 0.7900000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Median: 0.7925000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Median: 0.8100000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Median: 0.8053166<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Median: 0.8171374<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Median: 0.7459727<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Median: 0.7975000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Median: 0.8275000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Median: 0.7450794<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Median: 0.8644535<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Median: 0.7950000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Median: 0.7600000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Median: 0.7687500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Median: 0.7925000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Median: 0.7900000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Median: 0.8300000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Median: 0.7900000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Median: 0.8000000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Median: 0.8100000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Median: 0.8200000<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Median: 0.8200000<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.936666666666667,0.922121212121212,0.914218106995885,0.92872720153318,1,0.988834498834499,1,0.913333333333333,0.933333333333334,0.946666666666667,0.828170163170163,0.911247086247086,0.853333333333333,0.946666666666667,1,0.934025974025974,0.96951048951049,0.933333333333334,0.946666666666667,0.946666666666667,0.933333333333334,0.933333333333334,1,0.86,0.876666666666667,0.853333333333333,0.906666666666667,0.933333333333334],"text":["Network: 01<br />Median: 0.9366667<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 0.9221212<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 0.9142181<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 0.9287272<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 0.9888345<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 0.9133333<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 0.9333333<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 0.8281702<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 0.9112471<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 0.8533333<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 0.9340260<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 0.9695105<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 0.9333333<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 0.9466667<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 0.9333333<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 0.9333333<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 1.0000000<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 0.8600000<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 0.8766667<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 0.8533333<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 0.9066667<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 0.9333333<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.84,0.883605720122574,0.899822866344605,0.935418654514414,0.86,0.916802860061287,0.86,0.825,0.84,0.85,0.845993360572012,0.875178753830439,0.774885037348273,0.84375,0.84,0.763928571428572,0.905056179775281,0.8375,0.83625,0.845,0.835,0.83375,0.85125,0.8,0.81,0.795,0.82,0.82875],"text":["Network: 01<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Median: 0.8836057<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Median: 0.8998229<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Median: 0.9354187<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Median: 0.8600000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Median: 0.9168029<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Median: 0.8600000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Median: 0.8250000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Median: 0.8500000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Median: 0.8459934<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Median: 0.8751788<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Median: 0.7748850<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Median: 0.8437500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Median: 0.8400000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Median: 0.7639286<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Median: 0.9050562<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Median: 0.8375000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Median: 0.8362500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Median: 0.8450000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Median: 0.8350000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Median: 0.8337500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Median: 0.8512500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Median: 0.8000000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Median: 0.8100000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Median: 0.7950000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Median: 0.8200000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Median: 0.8287500<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.7975,0.817977528089888,0.834135802469136,0.863345310830157,0.8025,0.820638406537283,0.78,0.79,0.79875,0.8125,0.807252298263534,0.806230847803881,0.761842105263158,0.795,0.83,0.741111111111111,0.854494382022472,0.78,0.76,0.77,0.79,0.79,0.83375,0.79,0.79,0.795,0.82,0.82],"text":["Network: 01<br />Median: 0.7975000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Median: 0.8179775<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Median: 0.8341358<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Median: 0.8633453<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Median: 0.8025000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Median: 0.8206384<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Median: 0.7800000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Median: 0.7900000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Median: 0.7987500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Median: 0.8125000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Median: 0.8072523<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Median: 0.8062308<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Median: 0.7618421<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Median: 0.7950000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Median: 0.8300000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Median: 0.7411111<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Median: 0.8544944<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Median: 0.7800000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Median: 0.7600000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Median: 0.7700000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Median: 0.7900000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Median: 0.7900000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Median: 0.8337500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Median: 0.7900000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Median: 0.7900000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Median: 0.7950000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Median: 0.8200000<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Median: 0.8200000<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.967540858018386,0.955975577026302,0.97437171845489,0.97,0.980658835546476,0.975,0.92125,0.9325,0.9675,0.878444841675179,0.961082737487232,0.821706349206349,0.8775,0.96375,0.829642857142857,0.97703013278856,0.97,0.975,0.975,0.965,0.94625,0.9025,0.84,0.93125,0.89,0.92375,0.96],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 0.9675409<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 0.9559756<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 0.9743717<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 0.9806588<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 0.9212500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 0.9325000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 0.9675000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 0.8784448<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 0.9610827<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 0.8217063<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 0.8775000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 0.9637500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 0.8296429<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 0.9770301<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 0.9700000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 0.9750000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 0.9650000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 0.9462500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 0.9025000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 0.9312500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 0.8900000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 0.9237500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 0.9600000<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.961976506639428,0.946854535695115,0.963766125595682,0.97,0.979892747701737,0.9725,0.90125,0.93125,0.96625,0.870252808988764,0.959422880490296,0.822785947712418,0.88,0.9625,0.81765873015873,0.97164708886619,0.97,0.96375,0.965,0.9625,0.9275,0.895,0.84125,0.925,0.89,0.92375,0.96],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Median: 0.9619765<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Median: 0.9468545<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Median: 0.9637661<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Median: 0.9798927<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Median: 0.9725000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Median: 0.9012500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Median: 0.9312500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Median: 0.9662500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Median: 0.8702528<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Median: 0.9594229<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Median: 0.8227859<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Median: 0.8800000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Median: 0.9625000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Median: 0.8176587<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Median: 0.9716471<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Median: 0.9700000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Median: 0.9637500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Median: 0.9650000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Median: 0.9625000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Median: 0.9275000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Median: 0.8950000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Median: 0.8412500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Median: 0.9250000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Median: 0.8900000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Median: 0.9237500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Median: 0.9600000<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.96876404494382,0.957355072463768,0.973480412558224,0.97,0.982137385086823,0.9775,0.90625,0.93,0.97,0.874103677221655,0.962231869254341,0.82921335200747,0.88875,0.93875,0.815674603174603,0.973891726251277,0.97,0.975,0.975,0.965,0.94,0.90375,0.84,0.92625,0.8875,0.91125,0.95625],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 0.9687640<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 0.9573551<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 0.9734804<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 0.9821374<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 0.9775000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 0.9062500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 0.9300000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 0.8741037<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 0.9622319<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 0.8292134<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 0.8887500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 0.9387500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 0.8156746<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 0.9738917<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 0.9700000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 0.9750000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 0.9750000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 0.9650000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 0.9400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 0.9037500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 0.9262500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 0.8875000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 0.9112500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 0.9562500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93375,0.949006639427988,0.937830112721417,0.958398108604037,0.97,0.969019407558734,0.94875,0.89625,0.915,0.96,0.86394279877426,0.940229826353422,0.827859907120743,0.87875,0.8875,0.818650793650794,0.955229826353422,0.9375,0.9075,0.90625,0.93,0.87125,0.83,0.78625,0.89125,0.88375,0.91875,0.9375],"text":["Network: 01<br />Median: 0.9337500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Median: 0.9490066<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Median: 0.9378301<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Median: 0.9583981<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Median: 0.9700000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Median: 0.9690194<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Median: 0.9487500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Median: 0.8962500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Median: 0.9150000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Median: 0.9600000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Median: 0.8639428<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Median: 0.9402298<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Median: 0.8278599<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Median: 0.8787500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Median: 0.8875000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Median: 0.8186508<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Median: 0.9552298<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Median: 0.9375000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Median: 0.9075000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Median: 0.9062500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Median: 0.9300000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Median: 0.8712500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Median: 0.8300000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Median: 0.7862500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Median: 0.8912500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Median: 0.8837500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Median: 0.9187500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Median: 0.9375000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.97,0.967359550561798,0.955736714975846,0.972638423433414,0.975,0.983871297242084,1,0.89875,0.93,0.97,0.871677732379979,0.959476506639428,0.831985294117647,0.895,0.9275,0.814682539682539,0.972083758937692,0.97,0.975,0.97625,0.965,0.92625,0.915,0.84,0.92,0.8775,0.905,0.94],"text":["Network: 01<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 0.9673596<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 0.9557367<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 0.9726384<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 0.9750000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 0.9838713<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 1.0000000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 0.8987500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 0.9300000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 0.8716777<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 0.9594765<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 0.8319853<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 0.8950000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 0.9275000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 0.8146825<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 0.9720838<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 0.9700000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 0.9750000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 0.9762500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 0.9650000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 0.9262500<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 0.9150000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 0.8400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 0.9200000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 0.8775000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 0.9050000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 0.9400000<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.905,0.929067926455567,0.926764626945787,0.952119208356018,0.9325,0.946304902962206,0.91,0.88,0.88625,0.9325,0.857888151174668,0.923046475995914,0.814038312693498,0.855,0.8975,0.811706349206349,0.945155771195097,0.91,0.89,0.89125,0.9,0.85625,0.88875,0.815,0.8725,0.86375,0.89375,0.91125],"text":["Network: 01<br />Median: 0.9050000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Median: 0.9290679<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Median: 0.9267646<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Median: 0.9521192<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Median: 0.9325000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Median: 0.9463049<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Median: 0.9100000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Median: 0.8800000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Median: 0.8862500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Median: 0.9325000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Median: 0.8578882<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Median: 0.9230465<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Median: 0.8140383<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Median: 0.8550000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Median: 0.8975000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Median: 0.8117063<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Median: 0.9451558<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Median: 0.9100000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Median: 0.8900000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Median: 0.8912500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Median: 0.9000000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Median: 0.8562500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Median: 0.8887500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Median: 0.8150000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Median: 0.8725000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Median: 0.8637500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Median: 0.8937500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Median: 0.9112500<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96875,0.968327374872319,0.953970746108427,0.976032035435108,0.97,0.98149897854954,0.98875,0.90625,0.93,0.97,0.874923391215526,0.962561287027579,0.829020897832818,0.88625,0.93875,0.81765873015873,0.974254341164454,0.97,0.975,0.97625,0.965,0.94,0.9175,0.8425,0.92375,0.88625,0.91125,0.9475],"text":["Network: 01<br />Median: 0.9687500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 0.9683274<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 0.9539707<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 0.9760320<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 0.9814990<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 0.9887500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 0.9062500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 0.9300000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 0.8749234<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 0.9625613<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 0.8290209<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 0.8862500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 0.9387500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 0.8176587<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 0.9742543<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 0.9700000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 0.9750000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 0.9762500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 0.9650000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 0.9400000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 0.9175000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 0.8425000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 0.9237500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 0.8862500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 0.9112500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 0.9475000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.81875,0.858781920326864,0.874208266237252,0.913383571606208,0.825,0.863633810010214,0.815,0.82375,0.83375,0.85,0.834757405515833,0.849024514811032,0.761973684210527,0.8075,0.8975,0.776904761904762,0.900863125638407,0.82125,0.83625,0.83875,0.8175,0.82125,0.8925,0.81,0.81375,0.81875,0.84375,0.84875],"text":["Network: 01<br />Median: 0.8187500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Median: 0.8587819<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Median: 0.8742083<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Median: 0.9133836<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Median: 0.8250000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Median: 0.8636338<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Median: 0.8150000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Median: 0.8237500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Median: 0.8337500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Median: 0.8500000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Median: 0.8347574<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Median: 0.8490245<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Median: 0.7619737<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Median: 0.8075000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Median: 0.8975000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Median: 0.7769048<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Median: 0.9008631<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Median: 0.8212500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Median: 0.8362500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Median: 0.8387500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Median: 0.8175000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Median: 0.8212500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Median: 0.8925000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Median: 0.8100000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Median: 0.8137500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Median: 0.8187500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Median: 0.8437500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Median: 0.8487500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.96875,0.968838100102145,0.958327965646806,0.978571876407289,0.97,0.980275791624106,0.975,0.91375,0.9325,0.9675,0.877987742594484,0.964678243105209,0.821135835913313,0.87,0.96,0.829722222222222,0.977977528089888,0.97,0.975,0.975,0.965,0.9425,0.9125,0.84,0.92,0.89375,0.93,0.965],"text":["Network: 01<br />Median: 0.9687500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 0.9688381<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 0.9583280<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 0.9785719<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 0.9802758<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 0.9137500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 0.9325000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 0.9675000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 0.8779877<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 0.9646782<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 0.8211358<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 0.8700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 0.9600000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 0.8297222<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 0.9779775<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 0.9700000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 0.9750000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 0.9650000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 0.9425000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 0.9125000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 0.8400000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 0.9200000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 0.8937500<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 0.9300000<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 0.9650000<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.966539836567927,0.951237251744498,0.970354033835421,0.97,0.978871297242084,0.97,0.9075,0.935,0.965,0.870582226762002,0.961613891726251,0.831213880288958,0.875,0.945,0.82063492063492,0.972083758937692,0.97,0.96875,0.965,0.965,0.935,0.90625,0.84125,0.925,0.89375,0.93,0.9625],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Median: 0.9665398<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Median: 0.9512373<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Median: 0.9703540<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Median: 0.9788713<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Median: 0.9075000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Median: 0.9350000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Median: 0.9650000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Median: 0.8705822<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Median: 0.9616139<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Median: 0.8312139<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Median: 0.8750000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Median: 0.9450000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Median: 0.8206349<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Median: 0.9720838<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Median: 0.9700000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Median: 0.9687500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Median: 0.9650000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Median: 0.9650000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Median: 0.9350000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Median: 0.9062500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Median: 0.8412500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Median: 0.9250000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Median: 0.8937500<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Median: 0.9300000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Median: 0.9625000<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.96876404494382,0.956293612453033,0.973575352032209,0.97,0.981424923391216,0.97625,0.90625,0.93,0.97,0.874284984678243,0.962178243105209,0.82921335200747,0.89,0.94,0.815674603174603,0.975477528089888,0.96875,0.975,0.975,0.965,0.94,0.91875,0.8425,0.925,0.89,0.915,0.9575],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 0.9687640<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Median: 0.9562936<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Median: 0.9735754<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Median: 0.9814249<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Median: 0.9762500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Median: 0.9062500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Median: 0.9300000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Median: 0.9700000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Median: 0.8742850<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Median: 0.9621782<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Median: 0.8292134<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Median: 0.8900000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Median: 0.9400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Median: 0.8156746<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Median: 0.9754775<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Median: 0.9687500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Median: 0.9750000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Median: 0.9750000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Median: 0.9650000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Median: 0.9400000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Median: 0.9187500<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Median: 0.8425000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Median: 0.9250000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Median: 0.8900000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Median: 0.9150000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Median: 0.9575000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.93625,0.95214504596527,0.942958937198068,0.961186621095719,0.97125,0.972466802860061,0.96375,0.90125,0.92875,0.965,0.869325842696629,0.947272727272727,0.826021671826626,0.88,0.9325,0.842619047619047,0.962507660878447,0.94125,0.9375,0.9375,0.935,0.89125,0.8875,0.81875,0.895,0.88375,0.9225,0.9425],"text":["Network: 01<br />Median: 0.9362500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Median: 0.9521450<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 03<br />Median: 0.9429589<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 04<br />Median: 0.9611866<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 05<br />Median: 0.9712500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 06<br />Median: 0.9724668<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 07<br />Median: 0.9637500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 08<br />Median: 0.9012500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 09<br />Median: 0.9287500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 10<br />Median: 0.9650000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 11<br />Median: 0.8693258<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 12<br />Median: 0.9472727<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 13<br />Median: 0.8260217<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 14<br />Median: 0.8800000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 15<br />Median: 0.9325000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 16<br />Median: 0.8426190<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 17<br />Median: 0.9625077<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 18<br />Median: 0.9412500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 19<br />Median: 0.9375000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 20<br />Median: 0.9375000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 21<br />Median: 0.9350000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 22<br />Median: 0.8912500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 23<br />Median: 0.8875000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 24<br />Median: 0.8187500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 25<br />Median: 0.8950000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 26<br />Median: 0.8837500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 27<br />Median: 0.9225000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 28<br />Median: 0.9425000<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(249,98,221,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmedian","legendgroup":"T_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.9675,0.968891726251277,0.955245571658615,0.976287350365307,0.97,0.979892747701737,0.975,0.91125,0.93375,0.96875,0.878370786516854,0.96391215526047,0.827215956558062,0.8725,0.96625,0.832619047619047,0.977339121552605,0.97,0.975,0.97625,0.965,0.9525,0.91,0.84625,0.92,0.89125,0.93,0.965],"text":["Network: 01<br />Median: 0.9675000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 02<br />Median: 0.9688917<br />Method: T_PFmean<br />Method: T_PFmean","Network: 03<br />Median: 0.9552456<br />Method: T_PFmean<br />Method: T_PFmean","Network: 04<br />Median: 0.9762874<br />Method: T_PFmean<br />Method: T_PFmean","Network: 05<br />Median: 0.9700000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 06<br />Median: 0.9798927<br />Method: T_PFmean<br />Method: T_PFmean","Network: 07<br />Median: 0.9750000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 08<br />Median: 0.9112500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 09<br />Median: 0.9337500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 10<br />Median: 0.9687500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 11<br />Median: 0.8783708<br />Method: T_PFmean<br />Method: T_PFmean","Network: 12<br />Median: 0.9639122<br />Method: T_PFmean<br />Method: T_PFmean","Network: 13<br />Median: 0.8272160<br />Method: T_PFmean<br />Method: T_PFmean","Network: 14<br />Median: 0.8725000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 15<br />Median: 0.9662500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 16<br />Median: 0.8326190<br />Method: T_PFmean<br />Method: T_PFmean","Network: 17<br />Median: 0.9773391<br />Method: T_PFmean<br />Method: T_PFmean","Network: 18<br />Median: 0.9700000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 19<br />Median: 0.9750000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 20<br />Median: 0.9762500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 21<br />Median: 0.9650000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 22<br />Median: 0.9525000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 23<br />Median: 0.9100000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 24<br />Median: 0.8462500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 25<br />Median: 0.9200000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 26<br />Median: 0.8912500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 27<br />Median: 0.9300000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Median: 0.9650000<br />Method: T_PFmean<br />Method: T_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,97,198,1)","dash":"solid"},"hoveron":"points","name":"T_PFmean","legendgroup":"T_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.968199693564862,0.95407139023081,0.972890494626258,0.97,0.978998978549541,0.9725,0.90375,0.935,0.965,0.874668028600613,0.960699693564862,0.829940015479876,0.8725,0.945,0.821626984126984,0.972231869254341,0.97,0.96375,0.965,0.965,0.93625,0.905,0.8425,0.925,0.89125,0.93,0.9625],"text":["Network: 01<br />Median: 0.9650000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 02<br />Median: 0.9681997<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 03<br />Median: 0.9540714<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 04<br />Median: 0.9728905<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 05<br />Median: 0.9700000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 06<br />Median: 0.9789990<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 07<br />Median: 0.9725000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 08<br />Median: 0.9037500<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 09<br />Median: 0.9350000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 10<br />Median: 0.9650000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 11<br />Median: 0.8746680<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 12<br />Median: 0.9606997<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 13<br />Median: 0.8299400<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 14<br />Median: 0.8725000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 15<br />Median: 0.9450000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 16<br />Median: 0.8216270<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 17<br />Median: 0.9722319<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 18<br />Median: 0.9700000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 19<br />Median: 0.9637500<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 20<br />Median: 0.9650000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 21<br />Median: 0.9650000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 22<br />Median: 0.9362500<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 23<br />Median: 0.9050000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 24<br />Median: 0.8425000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 25<br />Median: 0.9250000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 26<br />Median: 0.8912500<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 27<br />Median: 0.9300000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 28<br />Median: 0.9625000<br />Method: T_PFmedian<br />Method: T_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,101,172,1)","dash":"solid"},"hoveron":"points","name":"T_PFmedian","legendgroup":"T_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[0.965,0.968125638406537,0.953224637681159,0.978787527809704,0.965,0.977849846782431,0.97,0.91,0.93,0.965,0.880743105209397,0.962487231869255,0.814736842105263,0.83875,0.96,0.832698412698412,0.973562308478039,0.965,0.97125,0.97125,0.96375,0.94125,0.9,0.84,0.92625,0.9,0.935,0.965],"text":["Network: 01<br />Median: 0.9650000<br />Method: Tigress<br />Method: Tigress","Network: 02<br />Median: 0.9681256<br />Method: Tigress<br />Method: Tigress","Network: 03<br />Median: 0.9532246<br />Method: Tigress<br />Method: 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BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 27<br />Median: 41.26650<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean","Network: 28<br />Median: 41.64200<br />Method: BF_PF_BCmean<br />Method: BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(190,156,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmean","legendgroup":"BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[40.597,42.6425760980592,43.5576731078905,45.5584971169318,40.6635,42.5246945863126,40.1655,40.2955,40.303,40.9015,42.1091317671093,42.4464576098059,37.8254425770308,40.6085,41.096,37.3178095238095,43.7643391215526,40.5635,39.2045,39.2775,40.4345,40.392,40.755,39.6165,40.272,40.5805,41.2625,41.1445],"text":["Network: 01<br />Median: 40.59700<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 02<br />Median: 42.64258<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 03<br />Median: 43.55767<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 04<br />Median: 45.55850<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 05<br />Median: 40.66350<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 06<br />Median: 42.52469<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 07<br />Median: 40.16550<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 08<br />Median: 40.29550<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 09<br />Median: 40.30300<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 10<br />Median: 40.90150<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 11<br />Median: 42.10913<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 12<br />Median: 42.44646<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 13<br />Median: 37.82544<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 14<br />Median: 40.60850<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 15<br />Median: 41.09600<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 16<br />Median: 37.31781<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 17<br />Median: 43.76434<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 18<br />Median: 40.56350<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 19<br />Median: 39.20450<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 20<br />Median: 39.27750<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 21<br />Median: 40.43450<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 22<br />Median: 40.39200<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 23<br />Median: 40.75500<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 24<br />Median: 39.61650<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 25<br />Median: 40.27200<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 26<br />Median: 40.58050<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 27<br />Median: 41.26250<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian","Network: 28<br />Median: 41.14450<br />Method: BF_PF_BCmedian<br />Method: BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(168,164,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PF_BCmedian","legendgroup":"BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[41.827,44.5870214504597,45.5559066022544,47.7720574266529,42.4275,45.4163309499489,42.5335,41.2255,41.6275,41.8885,43.2615771195097,44.3563237997957,39.446625608138,41.919,41.938,37.982619047619,45.1996905005107,41.815,41.8725,42.067,41.698,41.6205,42.036,40.618,40.9815,40.6135,41.384,41.7405],"text":["Network: 01<br />Median: 41.82700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 02<br />Median: 44.58702<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 03<br />Median: 45.55591<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 04<br />Median: 47.77206<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 05<br />Median: 42.42750<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Median: 45.41633<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Median: 42.53350<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Median: 41.22550<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Median: 41.62750<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Median: 41.88850<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Median: 43.26158<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Median: 44.35632<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Median: 39.44663<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Median: 41.91900<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Median: 41.93800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Median: 37.98262<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Median: 45.19969<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Median: 41.81500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Median: 41.87250<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Median: 42.06700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Median: 41.69800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Median: 41.62050<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Median: 42.03600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Median: 40.61800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Median: 40.98150<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Median: 40.61350<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Median: 41.38400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Median: 41.74050<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[40.5285,42.6365914198161,43.5769677938808,45.5760871832718,40.745,42.5553861082737,40.174,40.238,40.3205,41.005,42.0811317671093,42.4114576098059,37.9389549240749,40.5515,41.441,37.2790476190476,43.8331818181818,40.5515,39.4085,39.371,40.4205,40.5055,41.6685,40.2715,40.317,40.6135,41.384,41.0965],"text":["Network: 01<br />Median: 40.52850<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Median: 42.63659<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Median: 43.57697<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Median: 45.57609<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Median: 40.74500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Median: 42.55539<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Median: 40.17400<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Median: 40.23800<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Median: 40.32050<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Median: 41.00500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Median: 42.08113<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Median: 42.41146<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Median: 37.93895<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Median: 40.55150<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Median: 41.44100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Median: 37.27905<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Median: 43.83318<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Median: 40.55150<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Median: 39.40850<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Median: 39.37100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Median: 40.42050<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Median: 40.50550<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Median: 41.66850<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Median: 40.27150<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Median: 40.31700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Median: 40.61350<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Median: 41.38400<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Median: 41.09650<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.476,45.9687692307692,45.9892169312169,47.1568383824401,49.524,49.2948671328671,50,44.688,46.636,47.06,41.4038741258741,45.3677902097902,42.972,47.128,48.896,46.2532467532467,48.1345454545455,46.564,46.456,47.504,46.008,46.328,47.856,42.596,43.328,42.024,45.21,46.336],"text":["Network: 01<br />Median: 46.47600<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 45.96877<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 45.98922<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 47.15684<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 49.52400<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 49.29487<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 50.00000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 44.68800<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 46.63600<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 47.06000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 41.40387<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 45.36779<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 42.97200<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 47.12800<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 48.89600<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 46.25325<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 48.13455<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 46.56400<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 46.45600<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 47.50400<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 46.00800<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 46.32800<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 47.85600<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 42.59600<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 43.32800<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 42.02400<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 45.21000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 46.33600<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[41.755,44.4630204290092,45.4642109500805,47.5939899574537,42.4925,45.4283391215526,42.529,41.174,41.707,42.1305,43.2534657814096,44.1786874361593,39.4127996093174,41.9225,41.94,38.0678095238095,45.034215526047,41.8215,41.7815,42.0075,41.6885,41.6845,42.1015,40.516,40.9315,40.55,41.159,41.6295],"text":["Network: 01<br />Median: 41.75500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Median: 44.46302<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Median: 45.46421<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Median: 47.59399<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Median: 42.49250<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Median: 45.42834<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Median: 42.52900<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Median: 41.17400<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Median: 41.70700<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Median: 42.13050<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Median: 43.25347<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Median: 44.17869<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Median: 39.41280<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Median: 41.92250<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Median: 41.94000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Median: 38.06781<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Median: 45.03422<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Median: 41.82150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Median: 41.78150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Median: 42.00750<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Median: 41.68850<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Median: 41.68450<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Median: 42.10150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Median: 40.51600<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Median: 40.93150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Median: 40.55000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Median: 41.15900<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Median: 41.62950<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[40.5045,42.5195423901941,43.4166505636071,45.4296415574779,40.714,42.6011409601634,40.009,40.486,40.336,41.135,42.061835546476,42.2266864147089,38.1697932330827,40.557,41.5855,37.3797142857143,43.5131583248212,40.319,39.476,39.464,40.436,40.4765,41.5795,40.2165,40.172,40.5795,41.159,41.1295],"text":["Network: 01<br />Median: 40.50450<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Median: 42.51954<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Median: 43.41665<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Median: 45.42964<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Median: 40.71400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Median: 42.60114<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Median: 40.00900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Median: 40.48600<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Median: 40.33600<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Median: 41.13500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Median: 42.06184<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Median: 42.22669<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Median: 38.16979<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Median: 40.55700<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Median: 41.58550<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Median: 37.37971<br />Method: PF_BCmedian<br 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41.12950<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.9575,48.0803248212462,47.841230273752,48.9650666731192,48.722,48.9452185903984,49.074,45.347,46.0405,48.253,44.2804606741573,47.819024514811,41.6097203302374,44.197,47.5325,41.4072857142857,48.5330398365679,47.9435,48.5905,48.6835,47.73,46.7625,45.2115,42.5155,46.0315,44.815,46.1965,47.1325],"text":["Network: 01<br />Median: 47.95750<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 48.08032<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 47.84123<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 48.96507<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 48.72200<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 48.94522<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 49.07400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 45.34700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 46.04050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 48.25300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 44.28046<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 47.81902<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 41.60972<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 44.19700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 47.53250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 41.40729<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 48.53304<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 47.94350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 48.59050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 48.68350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 47.73000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 46.76250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 45.21150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 42.51550<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 46.03150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 44.81500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 46.19650<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 47.13250<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7095,47.886191011236,47.563652173913,48.6515111543968,48.564,48.8327293156282,48.706,45.163,45.708,48,44.0932860061287,47.7028100102145,41.2563727701607,44.3015,47.4935,41.130380952381,48.4147946884576,47.8665,47.603,47.839,47.447,46.414,45.0025,42.409,45.8035,44.815,46.1965,46.975],"text":["Network: 01<br />Median: 47.70950<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Median: 47.88619<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Median: 47.56365<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Median: 48.65151<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Median: 48.56400<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Median: 48.83273<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Median: 48.70600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Median: 45.16300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Median: 45.70800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Median: 48.00000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Median: 44.09329<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Median: 47.70281<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Median: 41.25637<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Median: 44.30150<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Median: 47.49350<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Median: 41.13038<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Median: 48.41479<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Median: 47.86650<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Median: 47.60300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Median: 47.83900<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Median: 47.44700<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Median: 46.41400<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Median: 45.00250<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Median: 42.40900<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Median: 45.80350<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Median: 44.81500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Median: 46.19650<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Median: 46.97500<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.8835,48.0898723186925,47.8258405797101,48.9442779400319,48.817,48.9788876404494,49.0995,45.1345,45.867,48.226,44.2086496424923,47.8020561797753,41.6934285345717,44.44,46.8435,40.9992857142857,48.4852747701736,47.929,48.66,48.8285,47.641,46.515,45.3685,42.559,45.9625,44.4665,45.7915,47.054],"text":["Network: 01<br />Median: 47.88350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 48.08987<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 47.82584<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 48.94428<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 48.81700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 48.97889<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 49.09950<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 45.13450<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 45.86700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 48.22600<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 44.20865<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 47.80206<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 41.69343<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 44.44000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 46.84350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 40.99929<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 48.48527<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 47.92900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 48.66000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 48.82850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 47.64100<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 46.51500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 45.36850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 42.55900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 45.96250<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 44.46650<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 45.79150<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 47.05400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.664,47.4466343207354,47.1826714975845,48.4553307982981,48.082,48.1465832482125,47.1635,44.522,45.1575,47.4385,43.8964106230848,47.1758345250255,40.8738456066637,44.3775,44.413,41.5026666666667,47.6886588355465,46.7235,45.1135,45.272,46.214,44.109,41.985,40.2315,44.7665,44.132,45.6,46.7605],"text":["Network: 01<br />Median: 46.66400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Median: 47.44663<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Median: 47.18267<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Median: 48.45533<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Median: 48.08200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Median: 48.14658<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Median: 47.16350<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Median: 44.52200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Median: 45.15750<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Median: 47.43850<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Median: 43.89641<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Median: 47.17583<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Median: 40.87385<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Median: 44.37750<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Median: 44.41300<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Median: 41.50267<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Median: 47.68866<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Median: 46.72350<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Median: 45.11350<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Median: 45.27200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Median: 46.21400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Median: 44.10900<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Median: 41.98500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Median: 40.23150<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Median: 44.76650<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Median: 44.13200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Median: 45.60000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Median: 46.76050<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7945,48.0628100102145,47.8139806763285,48.9219044494183,48.937,49.0085730337079,49.1825,44.892,45.7825,47.926,44.1156945863126,47.7840337078652,41.6268635190918,44.723,46.216,40.9099523809524,48.4283166496425,47.7865,48.6215,48.8065,47.4795,45.986,45.5175,42.6355,45.7305,44.036,45.407,46.802],"text":["Network: 01<br />Median: 47.79450<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 48.06281<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 47.81398<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 48.92190<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 48.93700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 49.00857<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 49.18250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 44.89200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 45.78250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 47.92600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 44.11569<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 47.78403<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 41.62686<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 44.72300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 46.21600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 40.90995<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 48.42832<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 47.78650<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 48.62150<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 48.80650<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 47.47950<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 45.98600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 45.51750<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 42.63550<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 45.73050<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 44.03600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 45.40700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 46.80200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[45.1485,46.5465393258427,46.6586972624799,48.1748334837578,46.493,47.1465056179775,45.4935,43.7805,43.9975,46.008,43.7345852911134,46.2741205311542,40.3698009730208,43.692,44.7715,40.6849047619048,47.0334218590398,45.2585,44.151,44.551,44.85,43.204,43.9645,41.391,43.841,43.367,44.581,45.3675],"text":["Network: 01<br />Median: 45.14850<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Median: 46.54654<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Median: 46.65870<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Median: 48.17483<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Median: 46.49300<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Median: 47.14651<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Median: 45.49350<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Median: 43.78050<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Median: 43.99750<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Median: 46.00800<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Median: 43.73459<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Median: 46.27412<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Median: 40.36980<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Median: 43.69200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Median: 44.77150<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Median: 40.68490<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Median: 47.03342<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Median: 45.25850<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Median: 44.15100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Median: 44.55100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Median: 44.85000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Median: 43.20400<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Median: 43.96450<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Median: 41.39100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Median: 43.84100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Median: 43.36700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Median: 44.58100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Median: 45.36750<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,172,252,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmedian","legendgroup":"T_BF_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.901,48.1011052093973,47.8155475040258,49.0024835513076,48.8065,48.973113381001,49.1275,45.074,45.9335,48.213,44.1681818181818,47.8705148110317,41.6586505602241,44.4995,46.7855,41.1249523809524,48.521797752809,47.978,48.7295,48.9215,47.547,46.5185,45.744,42.6545,46.04,44.609,45.788,47.165],"text":["Network: 01<br />Median: 47.90100<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 02<br />Median: 48.10111<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 03<br />Median: 47.81555<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 04<br />Median: 49.00248<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 05<br />Median: 48.80650<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 48.97311<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 49.12750<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 45.07400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 45.93350<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 48.21300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 44.16818<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 47.87051<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 41.65865<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 44.49950<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 46.78550<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 41.12495<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 48.52180<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 47.97800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 48.72950<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 48.92150<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 47.54700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 46.51850<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 45.74400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 42.65450<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 46.04000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 44.60900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 45.78800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 47.16500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[41.551,43.8010112359551,44.782,46.9282657375033,41.994,43.8980939734423,41.265,41.6525,41.937,42.681,43.0244719101124,43.5229509703779,38.2975157378741,41.0455,44.686,38.8535714285714,45.1580163432074,41.5665,42.2925,42.867,41.3255,41.8,44.0945,41.438,41.1265,41.13,42.302,42.5955],"text":["Network: 01<br />Median: 41.55100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Median: 43.80101<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Median: 44.78200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Median: 46.92827<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Median: 41.99400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Median: 43.89809<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Median: 41.26500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Median: 41.65250<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Median: 41.93700<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Median: 42.68100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Median: 43.02447<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Median: 43.52295<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Median: 38.29752<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Median: 41.04550<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Median: 44.68600<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Median: 38.85357<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Median: 45.15802<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Median: 41.56650<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Median: 42.29250<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Median: 42.86700<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Median: 41.32550<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Median: 41.80000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Median: 44.09450<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Median: 41.43800<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Median: 41.12650<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Median: 41.13000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Median: 42.30200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Median: 42.59550<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.9395,48.1152492339122,47.891114331723,49.0643017514569,48.716,48.9232512768131,49.0695,45.2875,46.048,48.1615,44.3013758937692,47.8297793667007,41.5412370632463,44.028,47.4765,41.3994761904762,48.5759499489275,47.9515,48.7295,48.818,47.6635,46.7595,45.4375,42.548,46.0545,44.812,46.2285,47.3285],"text":["Network: 01<br />Median: 47.93950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 48.11525<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 47.89111<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 49.06430<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 48.71600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 48.92325<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 49.06950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 45.28750<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 46.04800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 48.16150<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 44.30138<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 47.82978<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 41.54124<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 44.02800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 47.47650<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 41.39948<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 48.57595<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 47.95150<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 48.72950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 48.81800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 47.66350<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 46.75950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 45.43750<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 42.54800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 46.05450<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 44.81200<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 46.22850<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 47.32850<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.8415,48.0348008171604,47.6867938808374,48.8384368923033,48.5695,48.7729948927477,48.7045,45.08,45.799,47.988,44.1061195097038,47.8559499489275,41.4092273330385,44.0415,47.139,41.1892857142857,48.3876864147089,48.0045,47.8305,48.063,47.5745,46.549,45.36,42.466,46.03,44.812,46.2285,47.147],"text":["Network: 01<br />Median: 47.84150<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Median: 48.03480<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Median: 47.68679<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Median: 48.83844<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Median: 48.56950<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Median: 48.77299<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Median: 48.70450<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Median: 45.08000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Median: 45.79900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Median: 47.98800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Median: 44.10612<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Median: 47.85595<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Median: 41.40923<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Median: 44.04150<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Median: 47.13900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Median: 41.18929<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Median: 48.38769<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Median: 48.00450<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Median: 47.83050<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Median: 48.06300<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Median: 47.57450<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Median: 46.54900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Median: 45.36000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Median: 42.46600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Median: 46.03000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Median: 44.81200<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Median: 46.22850<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Median: 47.14700<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.854,48.0852185903984,47.8006231884058,48.9383500373036,48.811,48.9718876404494,49.098,45.1405,45.873,48.1995,44.1793758937692,47.8362328907048,41.666056022409,44.4535,47.05,40.9831904761905,48.5150561797753,47.9055,48.663,48.799,47.644,46.5325,45.7285,42.704,45.942,44.473,45.7785,47.0885],"text":["Network: 01<br />Median: 47.85400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 48.08522<br />Method: T_PF_BCmean<br 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BF_PFmean","Network: 05<br />Median: 42.42750<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 06<br />Median: 45.41633<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 07<br />Median: 42.53350<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 08<br />Median: 41.22550<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 09<br />Median: 41.62750<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 10<br />Median: 41.88850<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 11<br />Median: 43.26158<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 12<br />Median: 44.35632<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 13<br />Median: 39.44663<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 14<br />Median: 41.91900<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 15<br />Median: 41.93800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 16<br />Median: 37.98262<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 17<br />Median: 45.19969<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 18<br />Median: 41.81500<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 19<br />Median: 41.87250<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 20<br />Median: 42.06700<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 21<br />Median: 41.69800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 22<br />Median: 41.62050<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 23<br />Median: 42.03600<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 24<br />Median: 40.61800<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 25<br />Median: 40.98150<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 26<br />Median: 40.61350<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 27<br />Median: 41.38400<br />Method: BF_PFmean<br />Method: BF_PFmean","Network: 28<br />Median: 41.74050<br />Method: BF_PFmean<br />Method: BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(140,171,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmean","legendgroup":"BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[40.5285,42.6365914198161,43.5769677938808,45.5760871832718,40.745,42.5553861082737,40.174,40.238,40.3205,41.005,42.0811317671093,42.4114576098059,37.9389549240749,40.5515,41.441,37.2790476190476,43.8331818181818,40.5515,39.4085,39.371,40.4205,40.5055,41.6685,40.2715,40.317,40.6135,41.384,41.0965],"text":["Network: 01<br />Median: 40.52850<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 02<br />Median: 42.63659<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 03<br />Median: 43.57697<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 04<br />Median: 45.57609<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 05<br />Median: 40.74500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 06<br />Median: 42.55539<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 07<br />Median: 40.17400<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 08<br />Median: 40.23800<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 09<br />Median: 40.32050<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 10<br />Median: 41.00500<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 11<br />Median: 42.08113<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 12<br />Median: 42.41146<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 13<br />Median: 37.93895<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 14<br />Median: 40.55150<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 15<br />Median: 41.44100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 16<br />Median: 37.27905<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 17<br />Median: 43.83318<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 18<br />Median: 40.55150<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 19<br />Median: 39.40850<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 20<br />Median: 39.37100<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 21<br />Median: 40.42050<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 22<br />Median: 40.50550<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 23<br />Median: 41.66850<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 24<br />Median: 40.27150<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 25<br />Median: 40.31700<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 26<br />Median: 40.61350<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 27<br />Median: 41.38400<br />Method: BF_PFmedian<br />Method: BF_PFmedian","Network: 28<br />Median: 41.09650<br />Method: BF_PFmedian<br />Method: BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(104,177,0,1)","dash":"solid"},"hoveron":"points","name":"BF_PFmedian","legendgroup":"BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.476,45.9687692307692,45.9892169312169,47.1568383824401,49.524,49.2948671328671,50,44.688,46.636,47.06,41.4038741258741,45.3677902097902,42.972,47.128,48.896,46.2532467532467,48.1345454545455,46.564,46.456,47.504,46.008,46.328,47.856,42.596,43.328,42.024,45.21,46.336],"text":["Network: 01<br />Median: 46.47600<br />Method: PCohF<br />Method: PCohF","Network: 02<br />Median: 45.96877<br />Method: PCohF<br />Method: PCohF","Network: 03<br />Median: 45.98922<br />Method: PCohF<br />Method: PCohF","Network: 04<br />Median: 47.15684<br />Method: PCohF<br />Method: PCohF","Network: 05<br />Median: 49.52400<br />Method: PCohF<br />Method: PCohF","Network: 06<br />Median: 49.29487<br />Method: PCohF<br />Method: PCohF","Network: 07<br />Median: 50.00000<br />Method: PCohF<br />Method: PCohF","Network: 08<br />Median: 44.68800<br />Method: PCohF<br />Method: PCohF","Network: 09<br />Median: 46.63600<br />Method: PCohF<br />Method: PCohF","Network: 10<br />Median: 47.06000<br />Method: PCohF<br />Method: PCohF","Network: 11<br />Median: 41.40387<br />Method: PCohF<br />Method: PCohF","Network: 12<br />Median: 45.36779<br />Method: PCohF<br />Method: PCohF","Network: 13<br />Median: 42.97200<br />Method: PCohF<br />Method: PCohF","Network: 14<br />Median: 47.12800<br />Method: PCohF<br />Method: PCohF","Network: 15<br />Median: 48.89600<br />Method: PCohF<br />Method: PCohF","Network: 16<br />Median: 46.25325<br />Method: PCohF<br />Method: PCohF","Network: 17<br />Median: 48.13455<br />Method: PCohF<br />Method: PCohF","Network: 18<br />Median: 46.56400<br />Method: PCohF<br />Method: PCohF","Network: 19<br />Median: 46.45600<br />Method: PCohF<br />Method: PCohF","Network: 20<br />Median: 47.50400<br />Method: PCohF<br />Method: PCohF","Network: 21<br />Median: 46.00800<br />Method: PCohF<br />Method: PCohF","Network: 22<br />Median: 46.32800<br />Method: PCohF<br />Method: PCohF","Network: 23<br />Median: 47.85600<br />Method: PCohF<br />Method: PCohF","Network: 24<br />Median: 42.59600<br />Method: PCohF<br />Method: PCohF","Network: 25<br />Median: 43.32800<br />Method: PCohF<br />Method: PCohF","Network: 26<br />Median: 42.02400<br />Method: PCohF<br />Method: PCohF","Network: 27<br />Median: 45.21000<br />Method: PCohF<br />Method: PCohF","Network: 28<br />Median: 46.33600<br />Method: PCohF<br />Method: PCohF"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(36,183,0,1)","dash":"solid"},"hoveron":"points","name":"PCohF","legendgroup":"PCohF","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[41.755,44.4630204290092,45.4642109500805,47.5939899574537,42.4925,45.4283391215526,42.529,41.174,41.707,42.1305,43.2534657814096,44.1786874361593,39.4127996093174,41.9225,41.94,38.0678095238095,45.034215526047,41.8215,41.7815,42.0075,41.6885,41.6845,42.1015,40.516,40.9315,40.55,41.159,41.6295],"text":["Network: 01<br />Median: 41.75500<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 02<br />Median: 44.46302<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 03<br />Median: 45.46421<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 04<br />Median: 47.59399<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 05<br />Median: 42.49250<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 06<br />Median: 45.42834<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 07<br />Median: 42.52900<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 08<br />Median: 41.17400<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 09<br />Median: 41.70700<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 10<br />Median: 42.13050<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 11<br />Median: 43.25347<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 12<br />Median: 44.17869<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 13<br />Median: 39.41280<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 14<br />Median: 41.92250<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 15<br />Median: 41.94000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 16<br />Median: 38.06781<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 17<br />Median: 45.03422<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 18<br />Median: 41.82150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 19<br />Median: 41.78150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 20<br />Median: 42.00750<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 21<br />Median: 41.68850<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 22<br />Median: 41.68450<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 23<br />Median: 42.10150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 24<br />Median: 40.51600<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 25<br />Median: 40.93150<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 26<br />Median: 40.55000<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 27<br />Median: 41.15900<br />Method: PF_BCmean<br />Method: PF_BCmean","Network: 28<br />Median: 41.62950<br />Method: PF_BCmean<br />Method: PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,73,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmean","legendgroup":"PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[40.5045,42.5195423901941,43.4166505636071,45.4296415574779,40.714,42.6011409601634,40.009,40.486,40.336,41.135,42.061835546476,42.2266864147089,38.1697932330827,40.557,41.5855,37.3797142857143,43.5131583248212,40.319,39.476,39.464,40.436,40.4765,41.5795,40.2165,40.172,40.5795,41.159,41.1295],"text":["Network: 01<br />Median: 40.50450<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 02<br />Median: 42.51954<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 03<br />Median: 43.41665<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 04<br />Median: 45.42964<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 05<br />Median: 40.71400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 06<br />Median: 42.60114<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 07<br />Median: 40.00900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 08<br />Median: 40.48600<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 09<br />Median: 40.33600<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 10<br />Median: 41.13500<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 11<br />Median: 42.06184<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 12<br />Median: 42.22669<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 13<br />Median: 38.16979<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 14<br />Median: 40.55700<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 15<br />Median: 41.58550<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 16<br />Median: 37.37971<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 17<br />Median: 43.51316<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 18<br />Median: 40.31900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 19<br />Median: 39.47600<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 20<br />Median: 39.46400<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 21<br />Median: 40.43600<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 22<br />Median: 40.47650<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 23<br />Median: 41.57950<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 24<br />Median: 40.21650<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 25<br />Median: 40.17200<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 26<br />Median: 40.57950<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 27<br />Median: 41.15900<br />Method: PF_BCmedian<br />Method: PF_BCmedian","Network: 28<br />Median: 41.12950<br />Method: PF_BCmedian<br />Method: PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,190,112,1)","dash":"solid"},"hoveron":"points","name":"PF_BCmedian","legendgroup":"PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.9575,48.0803248212462,47.841230273752,48.9650666731192,48.722,48.9452185903984,49.074,45.347,46.0405,48.253,44.2804606741573,47.819024514811,41.6097203302374,44.197,47.5325,41.4072857142857,48.5330398365679,47.9435,48.5905,48.6835,47.73,46.7625,45.2115,42.5155,46.0315,44.815,46.1965,47.1325],"text":["Network: 01<br />Median: 47.95750<br />Method: T_BCmean<br />Method: T_BCmean","Network: 02<br />Median: 48.08032<br />Method: T_BCmean<br />Method: T_BCmean","Network: 03<br />Median: 47.84123<br />Method: T_BCmean<br />Method: T_BCmean","Network: 04<br />Median: 48.96507<br />Method: T_BCmean<br />Method: T_BCmean","Network: 05<br />Median: 48.72200<br />Method: T_BCmean<br />Method: T_BCmean","Network: 06<br />Median: 48.94522<br />Method: T_BCmean<br />Method: T_BCmean","Network: 07<br />Median: 49.07400<br />Method: T_BCmean<br />Method: T_BCmean","Network: 08<br />Median: 45.34700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 09<br />Median: 46.04050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 10<br />Median: 48.25300<br />Method: T_BCmean<br />Method: T_BCmean","Network: 11<br />Median: 44.28046<br />Method: T_BCmean<br />Method: T_BCmean","Network: 12<br />Median: 47.81902<br />Method: T_BCmean<br />Method: T_BCmean","Network: 13<br />Median: 41.60972<br />Method: T_BCmean<br />Method: T_BCmean","Network: 14<br />Median: 44.19700<br />Method: T_BCmean<br />Method: T_BCmean","Network: 15<br />Median: 47.53250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 16<br />Median: 41.40729<br />Method: T_BCmean<br />Method: T_BCmean","Network: 17<br />Median: 48.53304<br />Method: T_BCmean<br />Method: T_BCmean","Network: 18<br />Median: 47.94350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 19<br />Median: 48.59050<br />Method: T_BCmean<br />Method: T_BCmean","Network: 20<br />Median: 48.68350<br />Method: T_BCmean<br />Method: T_BCmean","Network: 21<br />Median: 47.73000<br />Method: T_BCmean<br />Method: T_BCmean","Network: 22<br />Median: 46.76250<br />Method: T_BCmean<br />Method: T_BCmean","Network: 23<br />Median: 45.21150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 24<br />Median: 42.51550<br />Method: T_BCmean<br />Method: T_BCmean","Network: 25<br />Median: 46.03150<br />Method: T_BCmean<br />Method: T_BCmean","Network: 26<br />Median: 44.81500<br />Method: T_BCmean<br />Method: T_BCmean","Network: 27<br />Median: 46.19650<br />Method: T_BCmean<br />Method: T_BCmean","Network: 28<br />Median: 47.13250<br />Method: T_BCmean<br />Method: T_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,192,144,1)","dash":"solid"},"hoveron":"points","name":"T_BCmean","legendgroup":"T_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7095,47.886191011236,47.563652173913,48.6515111543968,48.564,48.8327293156282,48.706,45.163,45.708,48,44.0932860061287,47.7028100102145,41.2563727701607,44.3015,47.4935,41.130380952381,48.4147946884576,47.8665,47.603,47.839,47.447,46.414,45.0025,42.409,45.8035,44.815,46.1965,46.975],"text":["Network: 01<br />Median: 47.70950<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 02<br />Median: 47.88619<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 03<br />Median: 47.56365<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 04<br />Median: 48.65151<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 05<br />Median: 48.56400<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 06<br />Median: 48.83273<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 07<br />Median: 48.70600<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 08<br />Median: 45.16300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 09<br />Median: 45.70800<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 10<br />Median: 48.00000<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 11<br />Median: 44.09329<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 12<br />Median: 47.70281<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 13<br />Median: 41.25637<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 14<br />Median: 44.30150<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 15<br />Median: 47.49350<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 16<br />Median: 41.13038<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 17<br />Median: 48.41479<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 18<br />Median: 47.86650<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 19<br />Median: 47.60300<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 20<br />Median: 47.83900<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 21<br />Median: 47.44700<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 22<br />Median: 46.41400<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 23<br />Median: 45.00250<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 24<br />Median: 42.40900<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 25<br />Median: 45.80350<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 26<br />Median: 44.81500<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 27<br />Median: 46.19650<br />Method: T_BCmedian<br />Method: T_BCmedian","Network: 28<br />Median: 46.97500<br />Method: T_BCmedian<br />Method: T_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,193,171,1)","dash":"solid"},"hoveron":"points","name":"T_BCmedian","legendgroup":"T_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.8835,48.0898723186925,47.8258405797101,48.9442779400319,48.817,48.9788876404494,49.0995,45.1345,45.867,48.226,44.2086496424923,47.8020561797753,41.6934285345717,44.44,46.8435,40.9992857142857,48.4852747701736,47.929,48.66,48.8285,47.641,46.515,45.3685,42.559,45.9625,44.4665,45.7915,47.054],"text":["Network: 01<br />Median: 47.88350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 02<br />Median: 48.08987<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 03<br />Median: 47.82584<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 04<br />Median: 48.94428<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 05<br />Median: 48.81700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 06<br />Median: 48.97889<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 07<br />Median: 49.09950<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 08<br />Median: 45.13450<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 09<br />Median: 45.86700<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 10<br />Median: 48.22600<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 11<br />Median: 44.20865<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 12<br />Median: 47.80206<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 13<br />Median: 41.69343<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 14<br />Median: 44.44000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 15<br />Median: 46.84350<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 16<br />Median: 40.99929<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 17<br />Median: 48.48527<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 18<br />Median: 47.92900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 19<br />Median: 48.66000<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 20<br />Median: 48.82850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 21<br />Median: 47.64100<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 22<br />Median: 46.51500<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 23<br />Median: 45.36850<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 24<br />Median: 42.55900<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 25<br />Median: 45.96250<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 26<br />Median: 44.46650<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 27<br />Median: 45.79150<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean","Network: 28<br />Median: 47.05400<br />Method: T_BF_BCmean<br />Method: T_BF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmean","legendgroup":"T_BF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.664,47.4466343207354,47.1826714975845,48.4553307982981,48.082,48.1465832482125,47.1635,44.522,45.1575,47.4385,43.8964106230848,47.1758345250255,40.8738456066637,44.3775,44.413,41.5026666666667,47.6886588355465,46.7235,45.1135,45.272,46.214,44.109,41.985,40.2315,44.7665,44.132,45.6,46.7605],"text":["Network: 01<br />Median: 46.66400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 02<br />Median: 47.44663<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 03<br />Median: 47.18267<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 04<br />Median: 48.45533<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 05<br />Median: 48.08200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 06<br />Median: 48.14658<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 07<br />Median: 47.16350<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 08<br />Median: 44.52200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 09<br />Median: 45.15750<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 10<br />Median: 47.43850<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 11<br />Median: 43.89641<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 12<br />Median: 47.17583<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 13<br />Median: 40.87385<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 14<br />Median: 44.37750<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 15<br />Median: 44.41300<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 16<br />Median: 41.50267<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 17<br />Median: 47.68866<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 18<br />Median: 46.72350<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 19<br />Median: 45.11350<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 20<br />Median: 45.27200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 21<br />Median: 46.21400<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 22<br />Median: 44.10900<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 23<br />Median: 41.98500<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 24<br />Median: 40.23150<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 25<br />Median: 44.76650<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 26<br />Median: 44.13200<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 27<br />Median: 45.60000<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian","Network: 28<br />Median: 46.76050<br />Method: T_BF_BCmedian<br />Method: T_BF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,187,218,1)","dash":"solid"},"hoveron":"points","name":"T_BF_BCmedian","legendgroup":"T_BF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7945,48.0628100102145,47.8139806763285,48.9219044494183,48.937,49.0085730337079,49.1825,44.892,45.7825,47.926,44.1156945863126,47.7840337078652,41.6268635190918,44.723,46.216,40.9099523809524,48.4283166496425,47.7865,48.6215,48.8065,47.4795,45.986,45.5175,42.6355,45.7305,44.036,45.407,46.802],"text":["Network: 01<br />Median: 47.79450<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 02<br />Median: 48.06281<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 03<br />Median: 47.81398<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 04<br />Median: 48.92190<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 05<br />Median: 48.93700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 06<br />Median: 49.00857<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 07<br />Median: 49.18250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 08<br />Median: 44.89200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 09<br />Median: 45.78250<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 10<br />Median: 47.92600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 11<br />Median: 44.11569<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 12<br />Median: 47.78403<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 13<br />Median: 41.62686<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 14<br />Median: 44.72300<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 15<br />Median: 46.21600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 16<br />Median: 40.90995<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 17<br />Median: 48.42832<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 18<br />Median: 47.78650<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 19<br />Median: 48.62150<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 20<br />Median: 48.80650<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 21<br />Median: 47.47950<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 22<br />Median: 45.98600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 23<br />Median: 45.51750<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 24<br />Median: 42.63550<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 25<br />Median: 45.73050<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 26<br />Median: 44.03600<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 27<br />Median: 45.40700<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean","Network: 28<br />Median: 46.80200<br />Method: T_BF_PF_BCmean<br />Method: T_BF_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,181,237,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PF_BCmean","legendgroup":"T_BF_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[45.1485,46.5465393258427,46.6586972624799,48.1748334837578,46.493,47.1465056179775,45.4935,43.7805,43.9975,46.008,43.7345852911134,46.2741205311542,40.3698009730208,43.692,44.7715,40.6849047619048,47.0334218590398,45.2585,44.151,44.551,44.85,43.204,43.9645,41.391,43.841,43.367,44.581,45.3675],"text":["Network: 01<br />Median: 45.14850<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 02<br />Median: 46.54654<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 03<br />Median: 46.65870<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 04<br />Median: 48.17483<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 05<br />Median: 46.49300<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 06<br />Median: 47.14651<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 07<br />Median: 45.49350<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 08<br />Median: 43.78050<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 09<br />Median: 43.99750<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 10<br />Median: 46.00800<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 11<br />Median: 43.73459<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 12<br />Median: 46.27412<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 13<br />Median: 40.36980<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 14<br />Median: 43.69200<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 15<br />Median: 44.77150<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 16<br />Median: 40.68490<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 17<br />Median: 47.03342<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 18<br />Median: 45.25850<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 19<br />Median: 44.15100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 20<br />Median: 44.55100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 21<br />Median: 44.85000<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 22<br />Median: 43.20400<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 23<br />Median: 43.96450<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 24<br />Median: 41.39100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 25<br />Median: 43.84100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 26<br />Median: 43.36700<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 27<br />Median: 44.58100<br />Method: T_BF_PF_BCmedian<br />Method: T_BF_PF_BCmedian","Network: 28<br />Median: 45.36750<br />Method: T_BF_PF_BCmedian<br />Method: 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T_BF_PFmean","Network: 05<br />Median: 48.80650<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 06<br />Median: 48.97311<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 07<br />Median: 49.12750<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 08<br />Median: 45.07400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 09<br />Median: 45.93350<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 10<br />Median: 48.21300<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 11<br />Median: 44.16818<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 12<br />Median: 47.87051<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 13<br />Median: 41.65865<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 14<br />Median: 44.49950<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 15<br />Median: 46.78550<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 16<br />Median: 41.12495<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 17<br />Median: 48.52180<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 18<br />Median: 47.97800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 19<br />Median: 48.72950<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 20<br />Median: 48.92150<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 21<br />Median: 47.54700<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 22<br />Median: 46.51850<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 23<br />Median: 45.74400<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 24<br />Median: 42.65450<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 25<br />Median: 46.04000<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 26<br />Median: 44.60900<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 27<br />Median: 45.78800<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean","Network: 28<br />Median: 47.16500<br />Method: T_BF_PFmean<br />Method: T_BF_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(66,160,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmean","legendgroup":"T_BF_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[41.551,43.8010112359551,44.782,46.9282657375033,41.994,43.8980939734423,41.265,41.6525,41.937,42.681,43.0244719101124,43.5229509703779,38.2975157378741,41.0455,44.686,38.8535714285714,45.1580163432074,41.5665,42.2925,42.867,41.3255,41.8,44.0945,41.438,41.1265,41.13,42.302,42.5955],"text":["Network: 01<br />Median: 41.55100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 02<br />Median: 43.80101<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 03<br />Median: 44.78200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 04<br />Median: 46.92827<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 05<br />Median: 41.99400<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 06<br />Median: 43.89809<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 07<br />Median: 41.26500<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 08<br />Median: 41.65250<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 09<br />Median: 41.93700<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 10<br />Median: 42.68100<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 11<br />Median: 43.02447<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 12<br />Median: 43.52295<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 13<br />Median: 38.29752<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 14<br />Median: 41.04550<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 15<br />Median: 44.68600<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 16<br />Median: 38.85357<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 17<br />Median: 45.15802<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 18<br />Median: 41.56650<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 19<br />Median: 42.29250<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 20<br />Median: 42.86700<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 21<br />Median: 41.32550<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 22<br />Median: 41.80000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 23<br />Median: 44.09450<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 24<br />Median: 41.43800<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 25<br />Median: 41.12650<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 26<br />Median: 41.13000<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 27<br />Median: 42.30200<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian","Network: 28<br />Median: 42.59550<br />Method: T_BF_PFmedian<br />Method: T_BF_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(139,147,255,1)","dash":"solid"},"hoveron":"points","name":"T_BF_PFmedian","legendgroup":"T_BF_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.9395,48.1152492339122,47.891114331723,49.0643017514569,48.716,48.9232512768131,49.0695,45.2875,46.048,48.1615,44.3013758937692,47.8297793667007,41.5412370632463,44.028,47.4765,41.3994761904762,48.5759499489275,47.9515,48.7295,48.818,47.6635,46.7595,45.4375,42.548,46.0545,44.812,46.2285,47.3285],"text":["Network: 01<br />Median: 47.93950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 02<br />Median: 48.11525<br />Method: T_BFmean<br />Method: T_BFmean","Network: 03<br />Median: 47.89111<br />Method: T_BFmean<br />Method: T_BFmean","Network: 04<br />Median: 49.06430<br />Method: T_BFmean<br />Method: T_BFmean","Network: 05<br />Median: 48.71600<br />Method: T_BFmean<br />Method: T_BFmean","Network: 06<br />Median: 48.92325<br />Method: T_BFmean<br />Method: T_BFmean","Network: 07<br />Median: 49.06950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 08<br />Median: 45.28750<br />Method: T_BFmean<br />Method: T_BFmean","Network: 09<br />Median: 46.04800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 10<br />Median: 48.16150<br />Method: T_BFmean<br />Method: T_BFmean","Network: 11<br />Median: 44.30138<br />Method: T_BFmean<br />Method: T_BFmean","Network: 12<br />Median: 47.82978<br />Method: T_BFmean<br />Method: T_BFmean","Network: 13<br />Median: 41.54124<br />Method: T_BFmean<br />Method: T_BFmean","Network: 14<br />Median: 44.02800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 15<br />Median: 47.47650<br />Method: T_BFmean<br />Method: T_BFmean","Network: 16<br />Median: 41.39948<br />Method: T_BFmean<br />Method: T_BFmean","Network: 17<br />Median: 48.57595<br />Method: T_BFmean<br />Method: T_BFmean","Network: 18<br />Median: 47.95150<br />Method: T_BFmean<br />Method: T_BFmean","Network: 19<br />Median: 48.72950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 20<br />Median: 48.81800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 21<br />Median: 47.66350<br />Method: T_BFmean<br />Method: T_BFmean","Network: 22<br />Median: 46.75950<br />Method: T_BFmean<br />Method: T_BFmean","Network: 23<br />Median: 45.43750<br />Method: T_BFmean<br />Method: T_BFmean","Network: 24<br />Median: 42.54800<br />Method: T_BFmean<br />Method: T_BFmean","Network: 25<br />Median: 46.05450<br />Method: T_BFmean<br />Method: T_BFmean","Network: 26<br />Median: 44.81200<br />Method: T_BFmean<br />Method: T_BFmean","Network: 27<br />Median: 46.22850<br />Method: T_BFmean<br />Method: T_BFmean","Network: 28<br />Median: 47.32850<br />Method: T_BFmean<br />Method: T_BFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(182,132,255,1)","dash":"solid"},"hoveron":"points","name":"T_BFmean","legendgroup":"T_BFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.8415,48.0348008171604,47.6867938808374,48.8384368923033,48.5695,48.7729948927477,48.7045,45.08,45.799,47.988,44.1061195097038,47.8559499489275,41.4092273330385,44.0415,47.139,41.1892857142857,48.3876864147089,48.0045,47.8305,48.063,47.5745,46.549,45.36,42.466,46.03,44.812,46.2285,47.147],"text":["Network: 01<br />Median: 47.84150<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 02<br />Median: 48.03480<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 03<br />Median: 47.68679<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 04<br />Median: 48.83844<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 05<br />Median: 48.56950<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 06<br />Median: 48.77299<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 07<br />Median: 48.70450<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 08<br />Median: 45.08000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 09<br />Median: 45.79900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 10<br />Median: 47.98800<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 11<br />Median: 44.10612<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 12<br />Median: 47.85595<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 13<br />Median: 41.40923<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 14<br />Median: 44.04150<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 15<br />Median: 47.13900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 16<br />Median: 41.18929<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 17<br />Median: 48.38769<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 18<br />Median: 48.00450<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 19<br />Median: 47.83050<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 20<br />Median: 48.06300<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 21<br />Median: 47.57450<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 22<br />Median: 46.54900<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 23<br />Median: 45.36000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 24<br />Median: 42.46600<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 25<br />Median: 46.03000<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 26<br />Median: 44.81200<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 27<br />Median: 46.22850<br />Method: T_BFmedian<br />Method: T_BFmedian","Network: 28<br />Median: 47.14700<br />Method: T_BFmedian<br />Method: T_BFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(213,117,254,1)","dash":"solid"},"hoveron":"points","name":"T_BFmedian","legendgroup":"T_BFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.854,48.0852185903984,47.8006231884058,48.9383500373036,48.811,48.9718876404494,49.098,45.1405,45.873,48.1995,44.1793758937692,47.8362328907048,41.666056022409,44.4535,47.05,40.9831904761905,48.5150561797753,47.9055,48.663,48.799,47.644,46.5325,45.7285,42.704,45.942,44.473,45.7785,47.0885],"text":["Network: 01<br />Median: 47.85400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 02<br />Median: 48.08522<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 03<br />Median: 47.80062<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 04<br />Median: 48.93835<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 05<br />Median: 48.81100<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 06<br />Median: 48.97189<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 07<br />Median: 49.09800<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 08<br />Median: 45.14050<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 09<br />Median: 45.87300<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 10<br />Median: 48.19950<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 11<br />Median: 44.17938<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 12<br />Median: 47.83623<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 13<br />Median: 41.66606<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 14<br />Median: 44.45350<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 15<br />Median: 47.05000<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 16<br />Median: 40.98319<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 17<br />Median: 48.51506<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 18<br />Median: 47.90550<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 19<br />Median: 48.66300<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 20<br />Median: 48.79900<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 21<br />Median: 47.64400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 22<br />Median: 46.53250<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 23<br />Median: 45.72850<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 24<br />Median: 42.70400<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 25<br />Median: 45.94200<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 26<br />Median: 44.47300<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 27<br />Median: 45.77850<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean","Network: 28<br />Median: 47.08850<br />Method: T_PF_BCmean<br />Method: T_PF_BCmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(235,105,240,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmean","legendgroup":"T_PF_BCmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[46.728,47.6093309499489,47.332309178744,48.5259262347509,48.3205,48.4305301327886,47.3935,44.7205,45.451,47.679,44.1163922369765,47.314935648621,40.9706876013563,44.4245,46.3745,41.8932857142857,47.9873626149132,46.8705,46.5655,46.3055,46.2705,44.622,43.845,41.5085,44.881,44.284,45.7875,46.955],"text":["Network: 01<br />Median: 46.72800<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 02<br />Median: 47.60933<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 03<br />Median: 47.33231<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 04<br />Median: 48.52593<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 05<br />Median: 48.32050<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 06<br />Median: 48.43053<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 07<br />Median: 47.39350<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 08<br />Median: 44.72050<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 09<br />Median: 45.45100<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 10<br />Median: 47.67900<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 11<br />Median: 44.11639<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 12<br />Median: 47.31494<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 13<br />Median: 40.97069<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 14<br />Median: 44.42450<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 15<br />Median: 46.37450<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 16<br />Median: 41.89329<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 17<br />Median: 47.98736<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 18<br />Median: 46.87050<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 19<br />Median: 46.56550<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 20<br />Median: 46.30550<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 21<br />Median: 46.27050<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 22<br />Median: 44.62200<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 23<br />Median: 43.84500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 24<br />Median: 41.50850<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 25<br />Median: 44.88100<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 26<br />Median: 44.28400<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 27<br />Median: 45.78750<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian","Network: 28<br />Median: 46.95500<br />Method: T_PF_BCmedian<br />Method: T_PF_BCmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(249,98,221,1)","dash":"solid"},"hoveron":"points","name":"T_PF_BCmedian","legendgroup":"T_PF_BCmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.941,48.1355791624106,47.8372109500805,49.0431574085052,48.7115,48.9046547497446,49.068,45.3335,46.153,48.191,44.2721593462717,47.8631899897855,41.6208097818075,44.105,47.6865,41.4364285714286,48.5589336057201,47.9235,48.7045,48.7575,47.628,46.865,45.651,42.722,46.112,44.92,46.244,47.454],"text":["Network: 01<br />Median: 47.94100<br />Method: T_PFmean<br />Method: T_PFmean","Network: 02<br />Median: 48.13558<br />Method: T_PFmean<br />Method: T_PFmean","Network: 03<br />Median: 47.83721<br />Method: T_PFmean<br />Method: T_PFmean","Network: 04<br />Median: 49.04316<br />Method: T_PFmean<br />Method: T_PFmean","Network: 05<br />Median: 48.71150<br />Method: T_PFmean<br />Method: T_PFmean","Network: 06<br />Median: 48.90465<br />Method: T_PFmean<br />Method: T_PFmean","Network: 07<br />Median: 49.06800<br />Method: T_PFmean<br />Method: T_PFmean","Network: 08<br />Median: 45.33350<br />Method: T_PFmean<br />Method: T_PFmean","Network: 09<br />Median: 46.15300<br />Method: T_PFmean<br />Method: T_PFmean","Network: 10<br />Median: 48.19100<br />Method: T_PFmean<br />Method: T_PFmean","Network: 11<br />Median: 44.27216<br />Method: T_PFmean<br />Method: T_PFmean","Network: 12<br />Median: 47.86319<br />Method: T_PFmean<br />Method: T_PFmean","Network: 13<br />Median: 41.62081<br />Method: T_PFmean<br />Method: T_PFmean","Network: 14<br />Median: 44.10500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 15<br />Median: 47.68650<br />Method: T_PFmean<br />Method: T_PFmean","Network: 16<br />Median: 41.43643<br />Method: T_PFmean<br />Method: T_PFmean","Network: 17<br />Median: 48.55893<br />Method: T_PFmean<br />Method: T_PFmean","Network: 18<br />Median: 47.92350<br />Method: T_PFmean<br />Method: T_PFmean","Network: 19<br />Median: 48.70450<br />Method: T_PFmean<br />Method: T_PFmean","Network: 20<br />Median: 48.75750<br />Method: T_PFmean<br />Method: T_PFmean","Network: 21<br />Median: 47.62800<br />Method: T_PFmean<br />Method: T_PFmean","Network: 22<br />Median: 46.86500<br />Method: T_PFmean<br />Method: T_PFmean","Network: 23<br />Median: 45.65100<br />Method: T_PFmean<br />Method: T_PFmean","Network: 24<br />Median: 42.72200<br />Method: T_PFmean<br />Method: T_PFmean","Network: 25<br />Median: 46.11200<br />Method: T_PFmean<br />Method: T_PFmean","Network: 26<br />Median: 44.92000<br />Method: T_PFmean<br />Method: T_PFmean","Network: 27<br />Median: 46.24400<br />Method: T_PFmean<br />Method: T_PFmean","Network: 28<br />Median: 47.45400<br />Method: T_PFmean<br />Method: T_PFmean"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,97,198,1)","dash":"solid"},"hoveron":"points","name":"T_PFmean","legendgroup":"T_PFmean","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.7855,48.0273319713994,47.6514267310789,48.8596866114169,48.531,48.7536802860061,48.7075,45.043,45.9615,48.173,44.1540286006129,47.8197722165475,41.3470998820581,43.9835,47.2885,41.2351428571429,48.3758794688458,47.891,47.864,47.8655,47.566,46.54,45.3925,42.558,45.9865,44.92,46.244,47.1375],"text":["Network: 01<br />Median: 47.78550<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 02<br />Median: 48.02733<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 03<br />Median: 47.65143<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 04<br />Median: 48.85969<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 05<br />Median: 48.53100<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 06<br />Median: 48.75368<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 07<br />Median: 48.70750<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 08<br />Median: 45.04300<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 09<br />Median: 45.96150<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 10<br />Median: 48.17300<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 11<br />Median: 44.15403<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 12<br />Median: 47.81977<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 13<br />Median: 41.34710<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 14<br />Median: 43.98350<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 15<br />Median: 47.28850<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 16<br />Median: 41.23514<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 17<br />Median: 48.37588<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 18<br />Median: 47.89100<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 19<br />Median: 47.86400<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 20<br />Median: 47.86550<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 21<br />Median: 47.56600<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 22<br />Median: 46.54000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 23<br />Median: 45.39250<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 24<br />Median: 42.55800<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 25<br />Median: 45.98650<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 26<br />Median: 44.92000<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 27<br />Median: 46.24400<br />Method: T_PFmedian<br />Method: T_PFmedian","Network: 28<br />Median: 47.13750<br />Method: T_PFmedian<br />Method: T_PFmedian"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,101,172,1)","dash":"solid"},"hoveron":"points","name":"T_PFmedian","legendgroup":"T_PFmedian","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null},{"x":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"y":[47.831,48.0526036772217,47.753421900161,49.0594843869094,48.306,48.7511327885598,48.484,45.05,45.733,47.886,44.3033309499489,47.7808753830439,41.2623452749521,43.1315,47.292,41.3917619047619,48.4660561797753,47.8785,47.9865,48.1575,47.5225,46.768,44.7685,42.533,45.9375,44.8715,46.3855,47.3485],"text":["Network: 01<br />Median: 47.83100<br />Method: Tigress<br />Method: Tigress","Network: 02<br />Median: 48.05260<br />Method: Tigress<br />Method: Tigress","Network: 03<br />Median: 47.75342<br />Method: Tigress<br />Method: Tigress","Network: 04<br />Median: 49.05948<br />Method: Tigress<br />Method: Tigress","Network: 05<br />Median: 48.30600<br />Method: Tigress<br />Method: Tigress","Network: 06<br />Median: 48.75113<br />Method: Tigress<br />Method: Tigress","Network: 07<br />Median: 48.48400<br />Method: Tigress<br />Method: Tigress","Network: 08<br />Median: 45.05000<br />Method: Tigress<br />Method: Tigress","Network: 09<br />Median: 45.73300<br />Method: Tigress<br />Method: Tigress","Network: 10<br />Median: 47.88600<br />Method: Tigress<br />Method: Tigress","Network: 11<br />Median: 44.30333<br />Method: Tigress<br />Method: Tigress","Network: 12<br />Median: 47.78088<br />Method: Tigress<br />Method: Tigress","Network: 13<br />Median: 41.26235<br />Method: Tigress<br />Method: Tigress","Network: 14<br />Median: 43.13150<br />Method: Tigress<br />Method: Tigress","Network: 15<br />Median: 47.29200<br />Method: Tigress<br />Method: Tigress","Network: 16<br />Median: 41.39176<br />Method: Tigress<br />Method: Tigress","Network: 17<br />Median: 48.46606<br />Method: Tigress<br />Method: Tigress","Network: 18<br />Median: 47.87850<br />Method: Tigress<br />Method: Tigress","Network: 19<br />Median: 47.98650<br />Method: Tigress<br />Method: Tigress","Network: 20<br />Median: 48.15750<br />Method: Tigress<br />Method: Tigress","Network: 21<br />Median: 47.52250<br />Method: Tigress<br />Method: Tigress","Network: 22<br />Median: 46.76800<br />Method: Tigress<br />Method: Tigress","Network: 23<br />Median: 44.76850<br />Method: Tigress<br />Method: Tigress","Network: 24<br />Median: 42.53300<br />Method: Tigress<br />Method: Tigress","Network: 25<br />Median: 45.93750<br />Method: Tigress<br />Method: Tigress","Network: 26<br />Median: 44.87150<br />Method: Tigress<br />Method: Tigress","Network: 27<br />Median: 46.38550<br />Method: Tigress<br />Method: Tigress","Network: 28<br />Median: 47.34850<br />Method: Tigress<br />Method: Tigress"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(255,108,145,1)","dash":"solid"},"hoveron":"points","name":"Tigress","legendgroup":"Tigress","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null}],"layout":{"margin":{"t":43.7625570776256,"r":7.30593607305936,"b":40.1826484018265,"l":37.2602739726027},"plot_bgcolor":"rgba(235,235,235,1)","paper_bgcolor":"rgba(255,255,255,1)","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"title":{"text":"Medians Weight<sub>AUC=0.7<\/sub>, Weight<sub>ACC=0.3<\/sub> for Top 12 Methods across Networks","font":{"color":"rgba(0,0,0,1)","family":"","size":17.5342465753425},"x":0,"xref":"paper"},"xaxis":{"domain":[0,1],"automargin":true,"type":"linear","autorange":false,"range":[0.4,28.6],"tickmode":"array","ticktext":["01","02","03","04","05","06","07","08","09","10","11","12","13","14","15","16","17","18","19","20","21","22","23","24","25","26","27","28"],"tickvals":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28],"categoryorder":"array","categoryarray":["01","02","03","04","05","06","07","08","09","10","11","12","13","14","15","16","17","18","19","20","21","22","23","24","25","26","27","28"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":"rgba(255,255,255,1)","gridwidth":0.66417600664176,"zeroline":false,"anchor":"y","title":{"text":"Network","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}},"hoverformat":".2f"},"yaxis":{"domain":[0,1],"automargin":true,"type":"linear","autorange":false,"range":[36.643,50.6360476190476],"tickmode":"array","ticktext":["40","44","48"],"tickvals":[40,44,48],"categoryorder":"array","categoryarray":["40","44","48"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":"rgba(255,255,255,1)","gridwidth":0.66417600664176,"zeroline":false,"anchor":"x","title":{"text":"Median","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}},"hoverformat":".2f"},"shapes":[{"type":"rect","fillcolor":null,"line":{"color":null,"width":0,"linetype":[]},"yref":"paper","xref":"paper","x0":0,"x1":1,"y0":0,"y1":1}],"showlegend":true,"legend":{"bgcolor":"rgba(255,255,255,1)","bordercolor":"transparent","borderwidth":1.88976377952756,"font":{"color":"rgba(0,0,0,1)","family":"","size":11.689497716895},"title":{"text":"Method","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}}},"hovermode":"closest","barmode":"relative","autosize":false,"width":900,"height":500},"config":{"doubleClick":"reset","modeBarButtonsToAdd":["hoverclosest","hovercompare"],"showSendToCloud":false},"source":"A","attrs":{"1026f33cac6a2":{"x":{},"y":{},"colour":{},"type":"scatter"}},"cur_data":"1026f33cac6a2","visdat":{"1026f33cac6a2":["function 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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_37.csv
new file mode 100644
index 0000000..6b67632
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,T_PFmean,0.934173659689824
+2,T_BFmean,0.933356596469304
+3,T_BCmean,0.933012408163268
+4,T_BF_PFmean,0.932337033549236
+5,T_PF_BCmean,0.931938564942433
+6,T_BF_BCmean,0.931510052371559
+7,T_PFmedian,0.929758963303649
+8,T_BFmedian,0.929649496716938
+9,T_BF_PF_BCmean,0.929238663581096
+10,Tigress,0.929065723175239
+11,T_BCmedian,0.928248734344655
+12,PCohF,0.923685105871964
+13,T_PF_BCmedian,0.916548043080275
+14,T_BF_BCmedian,0.907924382944155
+15,BCohF,0.903033625089022
+16,T_BF_PF_BCmedian,0.893238863647351
+17,BCorrU,0.881940181491559
+18,T_BF_PFmedian,0.84829706952646
+19,BF_PFmean,0.846722251789206
+20,BF_PF_BCmean,0.846655128243819
+21,PF_BCmean,0.846012884524885
+22,BF_BCmean,0.843794994789101
+23,BF_PFmedian,0.820357361602473
+24,PF_BCmedian,0.819751902340175
+25,BF_BCmedian,0.819199102276833
+26,BF_PF_BCmedian,0.818485801077502
diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_73.csv
new file mode 100644
index 0000000..6b67632
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,T_PFmean,0.934173659689824
+2,T_BFmean,0.933356596469304
+3,T_BCmean,0.933012408163268
+4,T_BF_PFmean,0.932337033549236
+5,T_PF_BCmean,0.931938564942433
+6,T_BF_BCmean,0.931510052371559
+7,T_PFmedian,0.929758963303649
+8,T_BFmedian,0.929649496716938
+9,T_BF_PF_BCmean,0.929238663581096
+10,Tigress,0.929065723175239
+11,T_BCmedian,0.928248734344655
+12,PCohF,0.923685105871964
+13,T_PF_BCmedian,0.916548043080275
+14,T_BF_BCmedian,0.907924382944155
+15,BCohF,0.903033625089022
+16,T_BF_PF_BCmedian,0.893238863647351
+17,BCorrU,0.881940181491559
+18,T_BF_PFmedian,0.84829706952646
+19,BF_PFmean,0.846722251789206
+20,BF_PF_BCmean,0.846655128243819
+21,PF_BCmean,0.846012884524885
+22,BF_BCmean,0.843794994789101
+23,BF_PFmedian,0.820357361602473
+24,PF_BCmedian,0.819751902340175
+25,BF_BCmedian,0.819199102276833
+26,BF_PF_BCmedian,0.818485801077502
diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_equal.csv
new file mode 100644
index 0000000..13c40f2
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,T_PFmean,0.934152797895739
+2,T_BFmean,0.933331449141961
+3,T_BCmean,0.932491219954653
+4,T_BF_PFmean,0.932017362793701
+5,T_PF_BCmean,0.931414751094531
+6,T_BF_BCmean,0.930740076703921
+7,T_PFmedian,0.929569129315606
+8,Tigress,0.929209115344974
+9,T_BFmedian,0.929140589766325
+10,T_BF_PF_BCmean,0.928379656233043
+11,T_BCmedian,0.927031954066488
+12,PCohF,0.924939134125231
+13,T_PF_BCmedian,0.915888092964479
+14,T_BF_BCmedian,0.905808617076238
+15,BCohF,0.905392930703925
+16,T_BF_PF_BCmedian,0.890902529359341
+17,BCorrU,0.883100471798101
+18,BF_PFmean,0.843195477849736
+19,BF_PF_BCmean,0.842498081464567
+20,PF_BCmean,0.841534892197559
+21,BF_BCmean,0.837562028352205
+22,T_BF_PFmedian,0.836440364554682
+23,BF_PFmedian,0.801099771982957
+24,PF_BCmedian,0.799530503900292
+25,BF_BCmedian,0.798098292154509
+26,BF_PF_BCmedian,0.797383382748217
diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..54519fe
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,T_PFmean,0.934204952380952
+2,T_BCmean,0.93379419047619
+3,T_BFmean,0.933394317460317
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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..b1411b0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_37.csv
new file mode 100644
index 0000000..504b819
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_73.csv
new file mode 100644
index 0000000..504b819
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_equal.csv
new file mode 100644
index 0000000..386d440
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..880c83c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
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diff --git a/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..4737cba
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/averages/Average_Median_Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
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diff --git a/2_individual_and_combined_methods_analysis/heatmap_medians.pdf b/2_individual_and_combined_methods_analysis/heatmap_medians.pdf
new file mode 100644
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diff --git a/2_individual_and_combined_methods_analysis/lineplot_RowSums_ACConly.pdf b/2_individual_and_combined_methods_analysis/lineplot_RowSums_ACConly.pdf
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diff --git a/2_individual_and_combined_methods_analysis/lineplot_RowSums_AUConly.pdf b/2_individual_and_combined_methods_analysis/lineplot_RowSums_AUConly.pdf
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diff --git a/2_individual_and_combined_methods_analysis/lineplot_RowSums_equal.pdf b/2_individual_and_combined_methods_analysis/lineplot_RowSums_equal.pdf
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new file mode 100644
index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6
GIT binary patch
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new file mode 100755
index 0000000..ed9a6dd
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_Data_onlyACC.csv
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diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..a212280
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
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+1,BCohF,0.946666666666667,1,0.946666666666667,1,0.973333333333333,0.946666666666667,1,0.866666666666667,0.733333333333333,1,1,0.946666666666667,0.92,0.973333333333333,0.946666666666667,0.946666666666667,0.946666666666667,0.973333333333333,1,0.933333333333333,0.826666666666667,0.773333333333333,0.853333333333333,0.946666666666667,0.946666666666667,0.906666666666667,0.92,1,0.973333333333333,0.84,0.813333333333333,0.946666666666667,0.906666666666667,0.986666666666667,0.866666666666667,1,0.84,0.973333333333333,0.96,0.96,1,1,0.893333333333333,0.893333333333333,0.893333333333333,0.84,0.973333333333333,0.893333333333333,0.96,0.946666666666667
+2,BCorrU,0.84,0.973333333333333,0.96,0.866666666666667,0.973333333333333,0.92,1,0.746666666666667,0.92,1,0.933333333333333,0.946666666666667,1,0.92,0.866666666666667,0.96,0.92,0.946666666666667,0.893333333333333,0.92,0.666666666666667,0.773333333333333,0.773333333333333,0.84,0.893333333333333,0.76,1,0.973333333333333,0.946666666666667,0.866666666666667,0.84,0.946666666666667,0.84,0.973333333333333,0.92,0.92,0.866666666666667,0.92,0.8,0.96,1,0.946666666666667,0.826666666666667,0.84,0.84,0.76,0.893333333333333,0.866666666666667,0.946666666666667,0.893333333333333
+3,BF_BCmean,0.8,0.88,0.845,0.84,0.86,0.82,0.88,0.74,0.8,0.88,0.88,0.82,0.87,0.86,0.78,0.86,0.82,0.87,0.85,0.83,0.69,0.76,0.74,0.83,0.82,0.72,0.88,0.88,0.84,0.76,0.74,0.85,0.79,0.86,0.8,0.86,0.8,0.865,0.81,0.86,0.88,0.88,0.79,0.76,0.8,0.72,0.85,0.8,0.86,0.86
+4,BF_BCmedian,0.81,0.75,0.8,0.75,0.8,0.86,0.77,0.8,0.6,0.63,0.72,0.75,0.745,0.76,0.8,0.84,0.88,0.76,0.7,0.76,0.68,0.74,0.76,0.74,0.86,0.645,0.86,0.81,0.65,0.66,0.62,0.74,0.68,0.81,0.7,0.8,0.82,0.77,0.82,0.8,0.73,0.7,0.655,0.635,0.73,0.73,0.78,0.74,0.8,0.84
+5,BF_PF_BCmean,0.81,0.88,0.84,0.86,0.86,0.84,0.88,0.76,0.78,0.88,0.875,0.83,0.86,0.86,0.84,0.86,0.82,0.86,0.865,0.84,0.71,0.75,0.75,0.84,0.86,0.74,0.88,0.88,0.84,0.76,0.76,0.85,0.82,0.88,0.78,0.88,0.81,0.86,0.84,0.85,0.875,0.88,0.8,0.775,0.8,0.74,0.86,0.78,0.88,0.84
+6,BF_PF_BCmedian,0.82,0.82,0.82,0.77,0.78,0.88,0.62,0.75,0.62,0.63,0.76,0.76,0.71,0.78,0.8,0.72,0.77,0.72,0.74,0.78,0.7,0.64,0.68,0.71,0.84,0.74,0.88,0.88,0.67,0.76,0.64,0.75,0.74,0.835,0.73,0.88,0.8,0.76,0.81,0.78,0.72,0.76,0.705,0.56,0.72,0.73,0.78,0.73,0.79,0.74
+7,BF_PFmean,0.84,0.88,0.84,0.88,0.86,0.84,0.88,0.78,0.68,0.88,0.88,0.84,0.84,0.88,0.86,0.84,0.84,0.86,0.88,0.84,0.78,0.74,0.75,0.84,0.84,0.82,0.84,0.88,0.84,0.76,0.77,0.84,0.84,0.88,0.78,0.88,0.81,0.86,0.855,0.84,0.875,0.88,0.8,0.8,0.8,0.76,0.87,0.76,0.86,0.84
+8,BF_PFmedian,0.84,0.79,0.82,0.76,0.78,0.88,0.62,0.77,0.6,0.63,0.8,0.76,0.7,0.76,0.84,0.73,0.815,0.74,0.76,0.8,0.72,0.67,0.68,0.7,0.84,0.71,0.88,0.88,0.66,0.735,0.64,0.765,0.76,0.835,0.74,0.88,0.81,0.76,0.86,0.76,0.735,0.75,0.685,0.56,0.7,0.7,0.785,0.73,0.79,0.74
+9,PCohF,1,1,0.92,1,0.973333333333333,0.946666666666667,1,0.88,0.733333333333333,1,1,0.973333333333333,0.96,1,1,0.946666666666667,0.92,0.973333333333333,1,0.973333333333333,0.866666666666667,0.84,0.84,0.946666666666667,0.96,0.906666666666667,0.946666666666667,1,0.92,0.88,0.893333333333333,0.96,1,1,0.866666666666667,1,0.92,0.973333333333333,0.96,0.946666666666667,1,1,0.893333333333333,0.893333333333333,0.893333333333333,0.813333333333333,0.973333333333333,0.84,0.946666666666667,0.946666666666667
+10,PF_BCmean,0.82,0.88,0.865,0.83,0.86,0.82,0.88,0.75,0.8,0.88,0.88,0.84,0.88,0.86,0.83,0.87,0.82,0.88,0.84,0.84,0.72,0.74,0.74,0.84,0.86,0.73,0.88,0.88,0.84,0.76,0.76,0.86,0.81,0.88,0.79,0.86,0.81,0.86,0.815,0.85,0.875,0.88,0.79,0.765,0.78,0.72,0.85,0.78,0.86,0.86
+11,PF_BCmedian,0.84,0.75,0.78,0.74,0.81,0.86,0.75,0.78,0.61,0.62,0.74,0.74,0.74,0.76,0.86,0.84,0.875,0.78,0.72,0.78,0.67,0.7,0.76,0.74,0.86,0.615,0.87,0.81,0.64,0.635,0.62,0.74,0.79,0.8,0.74,0.76,0.82,0.76,0.815,0.8,0.745,0.68,0.665,0.595,0.73,0.73,0.78,0.72,0.78,0.83
+12,T_BCmean,1,0.98,1,0.995,1,0.97,0.97,0.97,0.97,0.99,0.97,0.97,0.92,0.99,0.98,0.98,0.99,0.98,0.96,0.96,0.93,0.88,0.96,0.97,0.97,0.96,0.99,0.99,1,0.915,0.975,0.97,0.98,0.97,0.99,0.98,0.96,1,0.98,1,0.97,0.98,0.99,0.97,0.97,0.93,1,0.95,0.96,0.97
+13,T_BCmedian,0.995,0.96,1,0.98,0.99,0.985,0.95,0.985,0.97,0.955,0.96,0.97,0.9,0.97,0.98,0.98,0.97,0.975,0.96,0.96,0.91,0.89,0.97,0.955,0.97,0.98,0.99,0.99,1,0.88,0.95,0.97,0.98,0.915,0.99,0.99,0.965,1,0.98,1,0.935,0.96,0.98,0.98,0.98,0.88,1,0.92,0.95,0.99
+14,T_BF_BCmean,1,0.99,1,0.99,1,0.97,0.97,0.965,0.95,0.99,0.98,0.97,0.93,0.99,0.96,0.98,0.99,0.99,0.97,0.97,0.94,0.88,0.95,0.97,0.97,0.955,0.99,0.99,1,0.9,0.97,0.97,0.975,0.95,0.99,0.99,0.95,1,0.99,1,0.98,0.99,0.99,0.975,0.965,0.91,1,0.93,0.95,0.97
+15,T_BF_BCmedian,1,0.91,0.99,0.905,0.99,1,0.99,0.965,0.935,0.905,0.98,0.94,0.855,0.98,0.94,0.975,0.97,0.97,0.94,0.94,0.895,0.885,0.96,0.93,0.99,0.96,1,0.945,0.97,0.835,0.88,0.925,0.86,0.97,0.94,0.945,0.935,0.98,0.97,0.97,0.94,0.95,0.94,0.93,0.985,0.915,1,0.9,0.905,0.99
+16,T_BF_PF_BCmean,1,0.995,1,0.99,1,0.98,0.99,0.955,0.94,0.99,0.99,0.97,0.95,0.98,0.96,0.98,0.99,1,0.98,0.96,0.925,0.87,0.935,0.97,0.97,0.96,0.99,0.995,1,0.865,0.96,0.97,0.97,0.93,0.98,0.99,0.96,1,0.99,1,0.97,0.99,0.98,0.985,0.955,0.885,1,0.915,0.94,0.985
+17,T_BF_PF_BCmedian,0.935,0.88,0.98,0.85,0.98,1,0.975,0.915,0.785,0.86,0.94,0.905,0.83,0.92,0.92,0.935,0.96,0.915,0.93,0.91,0.86,0.87,0.96,0.9,0.97,0.945,0.98,0.92,0.96,0.845,0.815,0.905,0.845,0.93,0.895,0.92,0.915,0.94,0.99,0.93,0.88,0.9,0.85,0.795,0.94,0.88,0.96,0.845,0.865,0.96
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+19,T_BF_PFmedian,0.845,0.865,0.825,0.795,0.825,0.93,0.755,0.85,0.625,0.67,0.81,0.78,0.735,0.845,0.89,0.73,0.78,0.8,0.805,0.81,0.745,0.71,0.725,0.74,0.86,0.755,0.9,0.895,0.805,0.805,0.65,0.78,0.805,0.87,0.775,0.895,0.825,0.775,0.875,0.83,0.75,0.78,0.73,0.625,0.755,0.76,0.815,0.765,0.815,0.785
+20,T_BFmean,1,0.98,0.99,0.99,1,0.97,0.97,0.97,0.97,0.98,0.96,0.97,0.91,0.99,0.98,0.98,0.98,0.99,0.95,0.98,0.945,0.875,0.96,0.97,0.97,0.985,0.98,0.99,1,0.91,0.97,0.97,0.98,0.955,0.99,0.98,0.95,1,0.975,1,0.96,0.98,0.99,0.98,0.97,0.92,1,0.95,0.96,0.97
+21,T_BFmedian,0.99,0.98,0.98,0.99,1,0.97,0.95,0.97,0.97,0.98,0.96,0.97,0.905,0.99,0.97,0.975,0.985,0.99,0.96,1,0.955,0.87,0.955,0.95,0.97,0.985,0.99,0.99,1,0.91,0.975,0.97,0.98,0.945,0.98,0.98,0.95,0.995,0.96,1,0.95,0.98,0.985,0.97,0.955,0.905,1,0.935,0.96,0.97
+22,T_PF_BCmean,1,0.99,1,0.99,1,0.97,0.97,0.96,0.95,0.99,0.98,0.97,0.94,0.99,0.96,0.98,0.99,0.99,0.97,0.97,0.94,0.88,0.95,0.97,0.97,0.955,0.99,0.99,1,0.905,0.965,0.97,0.975,0.95,0.99,0.99,0.95,1,0.99,1,0.98,0.99,0.99,0.975,0.96,0.91,1,0.925,0.95,0.97
+23,T_PF_BCmedian,1,0.915,0.99,0.905,0.99,1,0.99,0.965,0.935,0.905,0.98,0.95,0.855,0.98,0.95,0.975,0.97,0.99,0.94,0.94,0.91,0.885,0.965,0.93,0.99,0.96,1,0.95,0.98,0.835,0.885,0.925,0.88,0.97,0.945,0.94,0.935,0.98,0.97,0.97,0.94,0.955,0.94,0.93,0.985,0.915,1,0.9,0.905,1
+24,T_PFmean,1,0.98,0.98,0.99,1,0.97,0.97,0.965,0.97,0.98,0.96,0.97,0.91,0.99,0.98,0.98,0.985,0.99,0.95,0.98,0.945,0.88,0.96,0.97,0.97,0.99,0.98,0.99,1,0.915,0.97,0.97,0.98,0.955,0.99,0.98,0.95,1,0.97,1,0.96,0.98,0.99,0.98,0.97,0.925,1,0.95,0.96,0.97
+25,T_PFmedian,0.99,0.98,0.98,0.99,0.995,0.97,0.95,0.97,0.97,0.98,0.96,0.97,0.905,0.99,0.97,0.98,0.99,0.99,0.96,1,0.95,0.875,0.965,0.95,0.97,0.975,0.99,0.99,1,0.92,0.98,0.97,0.98,0.93,0.985,0.98,0.95,0.99,0.96,1,0.95,0.98,0.97,0.97,0.95,0.925,1,0.93,0.96,0.97
+26,Tigress,0.98,0.97,0.97,0.99,0.98,0.97,0.95,0.97,0.97,0.97,0.96,0.96,0.91,0.99,0.98,0.975,0.97,0.97,0.95,0.98,0.94,0.875,0.96,0.95,0.97,0.99,0.97,0.99,1,0.92,0.975,0.97,0.99,0.95,0.99,0.98,0.94,0.995,0.96,1,0.97,0.96,0.985,0.97,0.98,0.925,1,0.97,0.96,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_37.csv
new file mode 100644
index 0000000..0d54eea
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_37.csv
@@ -0,0 +1,27 @@
+,sim1Sub001,sim1Sub002,sim1Sub003,sim1Sub004,sim1Sub005,sim1Sub006,sim1Sub007,sim1Sub008,sim1Sub009,sim1Sub010,sim1Sub011,sim1Sub012,sim1Sub013,sim1Sub014,sim1Sub015,sim1Sub016,sim1Sub017,sim1Sub018,sim1Sub019,sim1Sub020,sim1Sub021,sim1Sub022,sim1Sub023,sim1Sub024,sim1Sub025,sim1Sub026,sim1Sub027,sim1Sub028,sim1Sub029,sim1Sub030,sim1Sub031,sim1Sub032,sim1Sub033,sim1Sub034,sim1Sub035,sim1Sub036,sim1Sub037,sim1Sub038,sim1Sub039,sim1Sub040,sim1Sub041,sim1Sub042,sim1Sub043,sim1Sub044,sim1Sub045,sim1Sub046,sim1Sub047,sim1Sub048,sim1Sub049,sim1Sub050
+1,0.928,1,0.928,1,0.936,0.928,1,0.848,0.808,1,1,0.928,0.92,0.936,0.928,0.928,0.928,0.936,1,0.868,0.78,0.764,0.844,0.928,0.928,0.916,0.864,1,0.936,0.84,0.832,0.928,0.86,0.94,0.904,1,0.84,0.936,0.932,0.932,1,1,0.912,0.856,0.912,0.84,0.936,0.856,0.932,0.928
+2,0.84,0.936,0.932,0.848,0.936,0.92,1,0.756,0.92,1,0.924,0.928,1,0.92,0.904,0.932,0.92,0.928,0.856,0.92,0.676,0.764,0.764,0.84,0.912,0.76,1,0.936,0.928,0.848,0.84,0.928,0.784,0.936,0.92,0.92,0.848,0.92,0.828,0.932,1,0.928,0.836,0.784,0.784,0.76,0.912,0.848,0.928,0.856
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diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_73.csv
new file mode 100644
index 0000000..0d54eea
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_equal.csv
new file mode 100644
index 0000000..524b8ef
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+23,1,0.8975,0.975,0.8925,0.975,1,0.975,0.9425,0.9075,0.9125,0.97,0.935,0.8475,0.97,0.935,0.9675,0.965,0.975,0.91,0.93,0.895,0.8825,0.9625,0.945,0.975,0.96,1,0.935,0.97,0.8375,0.8825,0.9025,0.88,0.965,0.9325,0.91,0.9275,0.97,0.965,0.945,0.91,0.9375,0.93,0.905,0.9725,0.9175,1,0.89,0.9325,1
+24,1,0.97,0.97,0.975,1,0.965,0.965,0.9425,0.965,0.97,0.96,0.965,0.915,0.975,0.97,0.97,0.9725,0.975,0.955,0.97,0.9125,0.88,0.96,0.965,0.965,0.975,0.97,0.975,1,0.8975,0.945,0.965,0.97,0.9375,0.975,0.97,0.955,1,0.965,1,0.94,0.97,0.975,0.97,0.945,0.9225,1,0.955,0.94,0.965
+25,0.975,0.97,0.97,0.975,0.9775,0.965,0.955,0.965,0.965,0.97,0.96,0.965,0.9125,0.975,0.965,0.97,0.975,0.975,0.96,1,0.915,0.8775,0.9625,0.935,0.965,0.9675,0.975,0.975,1,0.9,0.97,0.965,0.97,0.925,0.9725,0.97,0.955,0.975,0.96,1,0.935,0.97,0.945,0.965,0.935,0.9025,1,0.925,0.94,0.965
+26,0.97,0.965,0.965,0.975,0.97,0.965,0.955,0.945,0.965,0.965,0.96,0.96,0.915,0.975,0.97,0.9675,0.965,0.965,0.955,0.97,0.93,0.8775,0.96,0.935,0.965,0.975,0.965,0.975,1,0.9,0.9475,0.965,0.975,0.935,0.975,0.97,0.93,0.9775,0.96,1,0.965,0.96,0.9725,0.945,0.97,0.9225,1,0.965,0.96,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_37.csv
new file mode 100644
index 0000000..39fe1be
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928
+2,BCorrU,0.92
+3,BF_BCmean,0.8385
+4,BF_BCmedian,0.8145
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.813
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.81175
+9,PCohF,0.93
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.8145
+12,T_BCmean,0.963
+13,T_BCmedian,0.963
+14,T_BF_BCmean,0.963
+15,T_BF_BCmedian,0.93125
+16,T_BF_PF_BCmean,0.966
+17,T_BF_PF_BCmedian,0.89575
+18,T_BF_PFmean,0.96525
+19,T_BF_PFmedian,0.8295
+20,T_BFmean,0.96525
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.963
+23,T_PF_BCmedian,0.932
+24,T_PFmean,0.9645
+25,T_PFmedian,0.963
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_73.csv
new file mode 100644
index 0000000..39fe1be
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928
+2,BCorrU,0.92
+3,BF_BCmean,0.8385
+4,BF_BCmedian,0.8145
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.813
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.81175
+9,PCohF,0.93
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.8145
+12,T_BCmean,0.963
+13,T_BCmedian,0.963
+14,T_BF_BCmean,0.963
+15,T_BF_BCmedian,0.93125
+16,T_BF_PF_BCmean,0.966
+17,T_BF_PF_BCmedian,0.89575
+18,T_BF_PFmean,0.96525
+19,T_BF_PFmedian,0.8295
+20,T_BFmean,0.96525
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.963
+23,T_PF_BCmedian,0.932
+24,T_PFmean,0.9645
+25,T_PFmedian,0.963
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_equal.csv
new file mode 100644
index 0000000..918c288
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.933333333333334
+2,BCorrU,0.92
+3,BF_BCmean,0.8375
+4,BF_BCmedian,0.7975
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.7975
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.8
+9,PCohF,0.936666666666667
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.7975
+12,T_BCmean,0.965
+13,T_BCmedian,0.965
+14,T_BF_BCmean,0.965
+15,T_BF_BCmedian,0.93375
+16,T_BF_PF_BCmean,0.97
+17,T_BF_PF_BCmedian,0.905
+18,T_BF_PFmean,0.96875
+19,T_BF_PFmedian,0.81875
+20,T_BFmean,0.96875
+21,T_BFmedian,0.965
+22,T_PF_BCmean,0.965
+23,T_PF_BCmedian,0.93625
+24,T_PFmean,0.9675
+25,T_PFmedian,0.965
+26,Tigress,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..2ef9f3c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..9b0fc2d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.946666666666667
+2,BCorrU,0.92
+3,BF_BCmean,0.835
+4,BF_BCmedian,0.755
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.755
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.76
+9,PCohF,0.953333333333333
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.755
+12,T_BCmean,0.97
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.9725
+15,T_BF_BCmedian,0.945
+16,T_BF_PF_BCmean,0.98
+17,T_BF_PF_BCmedian,0.9175
+18,T_BF_PFmean,0.9775
+19,T_BF_PFmedian,0.7975
+20,T_BFmean,0.9775
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.9725
+23,T_PF_BCmedian,0.95
+24,T_PFmean,0.975
+25,T_PFmedian,0.97
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4dacf46
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.824
+2,BCorrU,44.24
+3,BF_BCmean,41.742
+4,BF_BCmedian,40.593
+5,BF_PF_BCmean,41.785
+6,BF_PF_BCmedian,40.597
+7,BF_PFmean,41.827
+8,BF_PFmedian,40.5285
+9,PCohF,46.476
+10,PF_BCmean,41.755
+11,PF_BCmedian,40.5045
+12,T_BCmean,47.9575
+13,T_BCmedian,47.7095
+14,T_BF_BCmean,47.8835
+15,T_BF_BCmedian,46.664
+16,T_BF_PF_BCmean,47.7945
+17,T_BF_PF_BCmedian,45.1485
+18,T_BF_PFmean,47.901
+19,T_BF_PFmedian,41.551
+20,T_BFmean,47.9395
+21,T_BFmedian,47.8415
+22,T_PF_BCmean,47.854
+23,T_PF_BCmedian,46.728
+24,T_PFmean,47.941
+25,T_PFmedian,47.7855
+26,Tigress,47.831
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4dacf46
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.824
+2,BCorrU,44.24
+3,BF_BCmean,41.742
+4,BF_BCmedian,40.593
+5,BF_PF_BCmean,41.785
+6,BF_PF_BCmedian,40.597
+7,BF_PFmean,41.827
+8,BF_PFmedian,40.5285
+9,PCohF,46.476
+10,PF_BCmean,41.755
+11,PF_BCmedian,40.5045
+12,T_BCmean,47.9575
+13,T_BCmedian,47.7095
+14,T_BF_BCmean,47.8835
+15,T_BF_BCmedian,46.664
+16,T_BF_PF_BCmean,47.7945
+17,T_BF_PF_BCmedian,45.1485
+18,T_BF_PFmean,47.901
+19,T_BF_PFmedian,41.551
+20,T_BFmean,47.9395
+21,T_BFmedian,47.8415
+22,T_PF_BCmean,47.854
+23,T_PF_BCmedian,46.728
+24,T_PFmean,47.941
+25,T_PFmedian,47.7855
+26,Tigress,47.831
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..417194d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.0266666666667
+2,BCorrU,44.4
+3,BF_BCmean,41.57
+4,BF_BCmedian,39.735
+5,BF_PF_BCmean,41.695
+6,BF_PF_BCmedian,39.715
+7,BF_PFmean,41.765
+8,BF_PFmedian,39.7075
+9,PCohF,46.6333333333333
+10,PF_BCmean,41.645
+11,PF_BCmedian,39.6675
+12,T_BCmean,48.1425
+13,T_BCmedian,47.8625
+14,T_BF_BCmean,48.0725
+15,T_BF_BCmedian,46.84
+16,T_BF_PF_BCmean,47.9775
+17,T_BF_PF_BCmedian,45.2475
+18,T_BF_PFmean,48.075
+19,T_BF_PFmedian,40.985
+20,T_BFmean,48.1125
+21,T_BFmedian,48.0025
+22,T_PF_BCmean,48.05
+23,T_PF_BCmedian,46.92
+24,T_PFmean,48.115
+25,T_PFmedian,47.9625
+26,Tigress,47.985
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..4575c02
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.52
+2,BCorrU,44
+3,BF_BCmean,42
+4,BF_BCmedian,41.88
+5,BF_PF_BCmean,41.92
+6,BF_PF_BCmedian,41.92
+7,BF_PFmean,41.92
+8,BF_PFmedian,41.76
+9,PCohF,46.24
+10,PF_BCmean,41.92
+11,PF_BCmedian,41.76
+12,T_BCmean,47.68
+13,T_BCmedian,47.48
+14,T_BF_BCmean,47.6
+15,T_BF_BCmedian,46.4
+16,T_BF_PF_BCmean,47.52
+17,T_BF_PF_BCmedian,45
+18,T_BF_PFmean,47.64
+19,T_BF_PFmedian,42.4
+20,T_BFmean,47.68
+21,T_BFmedian,47.6
+22,T_PF_BCmean,47.56
+23,T_PF_BCmedian,46.44
+24,T_PFmean,47.68
+25,T_PFmedian,47.52
+26,Tigress,47.6
diff --git a/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..9742f10
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim1/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.5333333333333
+2,BCorrU,44.8
+3,BF_BCmean,41.14
+4,BF_BCmedian,37.59
+5,BF_PF_BCmean,41.47
+6,BF_PF_BCmedian,37.51
+7,BF_PFmean,41.61
+8,BF_PFmedian,37.655
+9,PCohF,47.0266666666667
+10,PF_BCmean,41.37
+11,PF_BCmedian,37.575
+12,T_BCmean,48.605
+13,T_BCmedian,48.245
+14,T_BF_BCmean,48.545
+15,T_BF_BCmedian,47.28
+16,T_BF_PF_BCmean,48.435
+17,T_BF_PF_BCmedian,45.495
+18,T_BF_PFmean,48.51
+19,T_BF_PFmedian,39.57
+20,T_BFmean,48.545
+21,T_BFmedian,48.405
+22,T_PF_BCmean,48.54
+23,T_PF_BCmedian,47.4
+24,T_PFmean,48.55
+25,T_PFmedian,48.405
+26,Tigress,48.37
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..656a48a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim10Sub001,sim10Sub002,sim10Sub003,sim10Sub004,sim10Sub005,sim10Sub006,sim10Sub007,sim10Sub008,sim10Sub009,sim10Sub010,sim10Sub011,sim10Sub012,sim10Sub013,sim10Sub014,sim10Sub015,sim10Sub016,sim10Sub017,sim10Sub018,sim10Sub019,sim10Sub020,sim10Sub021,sim10Sub022,sim10Sub023,sim10Sub024,sim10Sub025,sim10Sub026,sim10Sub027,sim10Sub028,sim10Sub029,sim10Sub030,sim10Sub031,sim10Sub032,sim10Sub033,sim10Sub034,sim10Sub035,sim10Sub036,sim10Sub037,sim10Sub038,sim10Sub039,sim10Sub040,sim10Sub041,sim10Sub042,sim10Sub043,sim10Sub044,sim10Sub045,sim10Sub046,sim10Sub047,sim10Sub048,sim10Sub049,sim10Sub050
+1,BCohF,1,1,0.92,1,0.92,0.92,1,0.84,0.84,1,1,0.92,0.92,1,0.92,1,0.92,0.92,0.92,0.92,0.84,0.84,0.92,0.84,1,0.92,0.84,1,0.92,0.92,0.84,0.92,0.84,1,0.84,1,0.76,0.92,0.92,0.92,1,1,0.92,0.84,0.84,0.84,0.92,0.84,1,0.92
+2,BCorrU,0.92,0.92,0.92,1,0.92,0.92,1,0.84,0.92,0.92,0.92,1,0.84,0.92,0.92,1,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.92,1,0.84,1,1,0.92,0.84,0.92,0.92,0.76,0.84,0.92,1,0.84,1,1,1,1,1,1,0.92,0.84,0.84,1,0.92,0.92,0.92
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84
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diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..f601e7d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim10Sub001,sim10Sub002,sim10Sub003,sim10Sub004,sim10Sub005,sim10Sub006,sim10Sub007,sim10Sub008,sim10Sub009,sim10Sub010,sim10Sub011,sim10Sub012,sim10Sub013,sim10Sub014,sim10Sub015,sim10Sub016,sim10Sub017,sim10Sub018,sim10Sub019,sim10Sub020,sim10Sub021,sim10Sub022,sim10Sub023,sim10Sub024,sim10Sub025,sim10Sub026,sim10Sub027,sim10Sub028,sim10Sub029,sim10Sub030,sim10Sub031,sim10Sub032,sim10Sub033,sim10Sub034,sim10Sub035,sim10Sub036,sim10Sub037,sim10Sub038,sim10Sub039,sim10Sub040,sim10Sub041,sim10Sub042,sim10Sub043,sim10Sub044,sim10Sub045,sim10Sub046,sim10Sub047,sim10Sub048,sim10Sub049,sim10Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_37.csv
new file mode 100644
index 0000000..4624fdc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_73.csv
new file mode 100644
index 0000000..4624fdc
--- /dev/null
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diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_equal.csv
new file mode 100644
index 0000000..0f4734b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+9,1,1,0.88,1,0.933333333333334,0.946666666666667,1,0.866666666666666,0.826666666666666,1,1,1,0.946666666666667,1,0.946666666666667,1,0.946666666666667,0.946666666666667,1,1,0.866666666666666,0.92,0.94,0.933333333333334,0.933333333333334,0.946666666666667,0.946666666666667,1,1,0.88,1,0.92,0.933333333333334,1,0.933333333333334,1,0.933333333333334,0.946666666666667,0.94,0.946666666666667,1,1,0.906666666666667,0.793333333333333,0.853333333333333,0.84,0.933333333333334,0.853333333333333,1,0.946666666666667
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+12,1,0.945,0.975,0.9775,1,0.965,0.97,0.965,0.9425,0.955,0.97,0.965,0.91,1,0.965,1,0.97,0.975,0.9625,0.97,0.9425,0.9575,0.9325,0.965,0.965,0.975,0.97,1,1,0.925,0.965,0.975,0.94,0.965,0.975,1,0.93,1,0.96,1,0.9725,0.97,1,0.975,0.9375,0.925,1,0.96,0.965,0.965
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+14,1,0.9425,0.975,1,1,0.97,0.975,0.96,0.9,0.95,1,0.965,0.915,0.975,0.96,1,0.9725,0.975,0.97,0.945,0.965,0.945,0.93,0.9675,0.965,0.97,0.97,1,1,0.925,0.9675,0.975,0.9275,0.965,0.97,1,0.935,1,0.97,1,1,0.97,0.9775,0.975,0.935,0.895,1,0.96,0.97,0.97
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+16,1,0.97,0.975,1,1,0.975,0.975,0.9325,0.895,0.95,1,0.97,0.9175,0.975,0.96,1,0.95,0.975,0.975,0.945,0.9425,0.945,0.8975,0.975,0.965,0.97,0.9725,1,1,0.8875,0.945,0.9725,0.925,0.9375,0.965,1,0.9375,1,0.97,1,0.9775,0.975,0.97,0.975,0.935,0.8575,1,0.9425,0.94,0.97
+17,0.945,0.8925,1,0.9025,0.9025,0.975,0.9375,0.9025,0.895,0.8675,0.9425,0.885,0.94,0.9325,0.92,0.94,0.935,0.9,0.93,0.915,0.945,0.94,0.935,0.9075,0.9375,0.94,0.9775,0.8725,0.935,0.8725,0.8525,0.97,0.8375,0.935,0.935,0.965,0.9325,0.935,1,0.96,0.8825,0.9225,0.905,0.9775,0.89,0.9025,0.935,0.89,0.925,0.925
+18,1,0.9475,0.97,1,1,0.97,0.975,0.96,0.8975,0.965,1,0.965,0.9175,1,0.96,1,0.97,0.975,0.97,0.9725,0.9375,0.955,0.93,0.965,0.965,0.97,0.97,1,1,0.9025,0.965,0.975,0.94,0.965,0.97,1,0.93,1,0.97,1,1,0.97,0.975,0.975,0.935,0.9075,1,0.93,0.97,0.9675
+19,0.8975,0.8775,0.8875,0.8525,0.8375,0.9075,0.925,0.8625,0.7875,0.7975,0.87,0.8175,0.825,0.89,0.895,0.8475,0.8475,0.86,0.8325,0.8375,0.875,0.845,0.8225,0.8425,0.8275,0.8075,0.8725,0.8825,0.8575,0.8525,0.7925,0.8775,0.8175,0.8675,0.86,0.895,0.8625,0.87,0.945,0.8325,0.805,0.8225,0.795,0.78,0.82,0.8725,0.8375,0.81,0.8525,0.84
+20,1,0.97,0.97,1,1,0.965,0.97,0.965,0.94,0.965,0.97,0.965,0.9275,1,0.965,1,0.97,0.975,0.96,0.97,0.965,0.96,0.935,0.965,0.965,0.975,0.9675,1,1,0.9025,0.965,0.97,0.9425,0.965,0.975,0.975,0.93,1,0.935,1,0.9675,0.97,0.975,0.975,0.94,0.915,1,0.91,0.965,0.965
+21,0.975,0.945,0.975,1,0.9775,0.9675,0.96,0.965,0.94,0.955,0.97,0.965,0.92,1,0.94,1,0.965,0.97,0.96,0.975,0.9625,0.9575,0.9375,0.965,0.965,0.975,0.97,1,1,0.905,0.965,0.965,0.9375,0.965,0.9725,0.9775,0.935,0.975,0.955,1,0.94,0.97,0.97,0.975,0.93,0.9,1,0.92,0.965,0.96
+22,1,0.94,0.975,1,1,0.97,0.975,0.96,0.9025,0.9475,0.9775,0.965,0.92,0.975,0.96,1,0.97,0.975,0.97,0.97,0.9425,0.9475,0.93,0.9675,0.965,0.97,0.9725,1,1,0.925,0.9675,0.975,0.9325,0.965,0.97,1,0.9325,1,0.97,1,1,0.97,0.9775,0.975,0.935,0.895,1,0.96,0.97,0.965
+23,0.975,0.9675,0.97,0.94,0.9625,1,0.965,0.96,0.96,0.91,0.9475,0.9125,0.9125,0.975,0.9475,0.975,0.96,0.97,0.9725,0.9325,0.9775,0.97,0.965,0.955,0.965,0.9725,1,0.905,0.97,0.9,0.8975,1,0.88,0.97,0.97,1,0.9675,1,1,1,0.9025,0.94,0.965,1,0.905,0.945,0.945,0.965,0.9475,0.97
+24,1,0.97,0.97,0.9775,1,0.965,0.97,0.965,0.935,0.9675,0.97,0.965,0.93,1,0.965,1,0.97,0.975,0.96,0.97,0.9425,0.96,0.935,0.965,0.965,0.975,0.97,1,1,0.925,0.965,0.97,0.965,0.965,0.975,0.975,0.93,1,0.935,1,0.9675,0.97,0.975,0.975,0.94,0.915,1,0.93,0.965,0.965
+25,1,0.945,0.975,1,0.975,0.975,0.96,0.96,0.94,0.96,0.97,0.965,0.92,0.9775,0.96,1,0.97,0.975,0.96,1,0.965,0.96,0.94,0.965,0.965,0.975,1,1,1,0.935,0.965,0.97,0.965,0.965,1,0.9775,0.935,0.975,0.955,1,0.94,0.97,0.97,0.97,0.9275,0.905,0.975,0.93,0.965,0.9625
+26,0.97,0.9425,0.975,0.975,0.965,0.965,0.96,0.9425,0.965,0.965,0.965,0.96,0.9325,0.975,0.97,0.97,0.965,0.965,0.96,0.97,0.96,0.96,0.96,0.965,0.965,0.975,0.965,0.975,1,0.93,0.965,0.965,0.9375,0.965,0.975,0.97,0.925,0.975,0.955,0.975,0.965,0.9625,0.975,0.975,0.935,0.915,0.975,0.9025,0.96,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_37.csv
new file mode 100644
index 0000000..7c0f452
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.932
+2,BCorrU,0.93
+3,BF_BCmean,0.846
+4,BF_BCmedian,0.82275
+5,BF_PF_BCmean,0.846
+6,BF_PF_BCmedian,0.822
+7,BF_PFmean,0.846
+8,BF_PFmedian,0.822
+9,PCohF,0.936
+10,PF_BCmean,0.846
+11,PF_BCmedian,0.8235
+12,T_BCmean,0.9645
+13,T_BCmedian,0.96375
+14,T_BF_BCmean,0.966
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,0.966
+17,T_BF_PF_BCmedian,0.9275
+18,T_BF_PFmean,0.966
+19,T_BF_PFmedian,0.85125
+20,T_BFmean,0.9645
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.966
+23,T_PF_BCmedian,0.963
+24,T_PFmean,0.96525
+25,T_PFmedian,0.963
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_73.csv
new file mode 100644
index 0000000..7c0f452
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.932
+2,BCorrU,0.93
+3,BF_BCmean,0.846
+4,BF_BCmedian,0.82275
+5,BF_PF_BCmean,0.846
+6,BF_PF_BCmedian,0.822
+7,BF_PFmean,0.846
+8,BF_PFmedian,0.822
+9,PCohF,0.936
+10,PF_BCmean,0.846
+11,PF_BCmedian,0.8235
+12,T_BCmean,0.9645
+13,T_BCmedian,0.96375
+14,T_BF_BCmean,0.966
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,0.966
+17,T_BF_PF_BCmedian,0.9275
+18,T_BF_PFmean,0.966
+19,T_BF_PFmedian,0.85125
+20,T_BFmean,0.9645
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.966
+23,T_PF_BCmedian,0.963
+24,T_PFmean,0.96525
+25,T_PFmedian,0.963
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_equal.csv
new file mode 100644
index 0000000..050f739
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.94
+2,BCorrU,0.936666666666667
+3,BF_BCmean,0.85
+4,BF_BCmedian,0.81125
+5,BF_PF_BCmean,0.85
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.85
+8,BF_PFmedian,0.81
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.85
+11,PF_BCmedian,0.8125
+12,T_BCmean,0.9675
+13,T_BCmedian,0.96625
+14,T_BF_BCmean,0.97
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,0.97
+17,T_BF_PF_BCmedian,0.9325
+18,T_BF_PFmean,0.97
+19,T_BF_PFmedian,0.85
+20,T_BFmean,0.9675
+21,T_BFmedian,0.965
+22,T_PF_BCmean,0.97
+23,T_PF_BCmedian,0.965
+24,T_PFmean,0.96875
+25,T_PFmedian,0.965
+26,Tigress,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..f959ff9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.96
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..f218e05
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.96
+2,BCorrU,0.953333333333333
+3,BF_BCmean,0.86
+4,BF_BCmedian,0.7825
+5,BF_PF_BCmean,0.86
+6,BF_PF_BCmedian,0.78
+7,BF_PFmean,0.86
+8,BF_PFmedian,0.78
+9,PCohF,0.973333333333333
+10,PF_BCmean,0.86
+11,PF_BCmedian,0.785
+12,T_BCmean,0.975
+13,T_BCmedian,0.9725
+14,T_BF_BCmean,0.98
+15,T_BF_BCmedian,0.97
+16,T_BF_PF_BCmean,0.98
+17,T_BF_PF_BCmedian,0.9425
+18,T_BF_PFmean,0.98
+19,T_BF_PFmedian,0.8375
+20,T_BFmean,0.975
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.98
+23,T_PF_BCmedian,0.975
+24,T_PFmean,0.9775
+25,T_PFmedian,0.97
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_37.csv
new file mode 100644
index 0000000..02c01ed
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.312
+2,BCorrU,46.6
+3,BF_BCmean,42.0615
+4,BF_BCmedian,41.0435
+5,BF_PF_BCmean,42.0575
+6,BF_PF_BCmedian,40.9015
+7,BF_PFmean,41.8885
+8,BF_PFmedian,41.005
+9,PCohF,47.06
+10,PF_BCmean,42.1305
+11,PF_BCmedian,41.135
+12,T_BCmean,48.253
+13,T_BCmedian,48
+14,T_BF_BCmean,48.226
+15,T_BF_BCmedian,47.4385
+16,T_BF_PF_BCmean,47.926
+17,T_BF_PF_BCmedian,46.008
+18,T_BF_PFmean,48.213
+19,T_BF_PFmedian,42.681
+20,T_BFmean,48.1615
+21,T_BFmedian,47.988
+22,T_PF_BCmean,48.1995
+23,T_PF_BCmedian,47.679
+24,T_PFmean,48.191
+25,T_PFmedian,48.173
+26,Tigress,47.886
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_73.csv
new file mode 100644
index 0000000..02c01ed
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.312
+2,BCorrU,46.6
+3,BF_BCmean,42.0615
+4,BF_BCmedian,41.0435
+5,BF_PF_BCmean,42.0575
+6,BF_PF_BCmedian,40.9015
+7,BF_PFmean,41.8885
+8,BF_PFmedian,41.005
+9,PCohF,47.06
+10,PF_BCmean,42.1305
+11,PF_BCmedian,41.135
+12,T_BCmean,48.253
+13,T_BCmedian,48
+14,T_BF_BCmean,48.226
+15,T_BF_BCmedian,47.4385
+16,T_BF_PF_BCmean,47.926
+17,T_BF_PF_BCmedian,46.008
+18,T_BF_PFmean,48.213
+19,T_BF_PFmedian,42.681
+20,T_BFmean,48.1615
+21,T_BFmedian,47.988
+22,T_PF_BCmean,48.1995
+23,T_PF_BCmedian,47.679
+24,T_PFmean,48.191
+25,T_PFmedian,48.173
+26,Tigress,47.886
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..56a7fe9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.52
+2,BCorrU,46.7866666666667
+3,BF_BCmean,42.1025
+4,BF_BCmedian,40.5125
+5,BF_PF_BCmean,42.1225
+6,BF_PF_BCmedian,40.3025
+7,BF_PFmean,41.9475
+8,BF_PFmedian,40.475
+9,PCohF,47.2866666666667
+10,PF_BCmean,42.2175
+11,PF_BCmedian,40.665
+12,T_BCmean,48.395
+13,T_BCmedian,48.16
+14,T_BF_BCmean,48.35
+15,T_BF_BCmedian,47.5975
+16,T_BF_PF_BCmean,48.09
+17,T_BF_PF_BCmedian,46.2
+18,T_BF_PFmean,48.355
+19,T_BF_PFmedian,42.495
+20,T_BFmean,48.3225
+21,T_BFmedian,48.14
+22,T_PF_BCmean,48.3325
+23,T_PF_BCmedian,47.865
+24,T_PFmean,48.345
+25,T_PFmedian,48.315
+26,Tigress,48.05
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..1cad36d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46
+2,BCorrU,46.32
+3,BF_BCmean,42
+4,BF_BCmedian,41.84
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.8
+7,BF_PFmean,41.8
+8,BF_PFmedian,41.8
+9,PCohF,46.72
+10,PF_BCmean,42
+11,PF_BCmedian,41.84
+12,T_BCmean,48.04
+13,T_BCmedian,47.76
+14,T_BF_BCmean,48.04
+15,T_BF_BCmedian,47.2
+16,T_BF_PF_BCmean,47.68
+17,T_BF_PF_BCmedian,45.72
+18,T_BF_PFmean,48
+19,T_BF_PFmedian,42.96
+20,T_BFmean,47.92
+21,T_BFmedian,47.76
+22,T_PF_BCmean,48
+23,T_PF_BCmedian,47.4
+24,T_PFmean,47.96
+25,T_PFmedian,47.96
+26,Tigress,47.64
diff --git a/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..c66ecf0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim10/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.04
+2,BCorrU,47.2533333333333
+3,BF_BCmean,42.205
+4,BF_BCmedian,39.185
+5,BF_PF_BCmean,42.285
+6,BF_PF_BCmedian,38.805
+7,BF_PFmean,42.095
+8,BF_PFmedian,39.15
+9,PCohF,47.8533333333333
+10,PF_BCmean,42.435
+11,PF_BCmedian,39.49
+12,T_BCmean,48.75
+13,T_BCmedian,48.56
+14,T_BF_BCmean,48.66
+15,T_BF_BCmedian,47.995
+16,T_BF_PF_BCmean,48.5
+17,T_BF_PF_BCmedian,46.68
+18,T_BF_PFmean,48.71
+19,T_BF_PFmedian,42.03
+20,T_BFmean,48.725
+21,T_BFmedian,48.52
+22,T_PF_BCmean,48.665
+23,T_PF_BCmedian,48.33
+24,T_PFmean,48.73
+25,T_PFmedian,48.67
+26,Tigress,48.46
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..52a30eb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim11Sub001,sim11Sub002,sim11Sub003,sim11Sub004,sim11Sub005,sim11Sub006,sim11Sub007,sim11Sub008,sim11Sub009,sim11Sub010,sim11Sub011,sim11Sub012,sim11Sub013,sim11Sub014,sim11Sub015,sim11Sub016,sim11Sub017,sim11Sub018,sim11Sub019,sim11Sub020,sim11Sub021,sim11Sub022,sim11Sub023,sim11Sub024,sim11Sub025,sim11Sub026,sim11Sub027,sim11Sub028,sim11Sub029,sim11Sub030,sim11Sub031,sim11Sub032,sim11Sub033,sim11Sub034,sim11Sub035,sim11Sub036,sim11Sub037,sim11Sub038,sim11Sub039,sim11Sub040,sim11Sub041,sim11Sub042,sim11Sub043,sim11Sub044,sim11Sub045,sim11Sub046,sim11Sub047,sim11Sub048,sim11Sub049,sim11Sub050
+1,BCohF,0.86,0.84,0.84,0.84,0.8,0.82,0.8,0.84,0.86,0.8,0.8,0.82,0.8,0.8,0.86,0.84,0.9,0.86,0.8,0.82,0.84,0.86,0.84,0.86,0.86,0.82,0.88,0.86,0.82,0.86,0.82,0.82,0.82,0.84,0.86,0.8,0.82,0.84,0.8,0.82,0.82,0.8,0.8,0.86,0.86,0.8,0.8,0.82,0.82,0.86
+2,BCorrU,0.84,0.82,0.86,0.82,0.8,0.78,0.8,0.8,0.84,0.78,0.8,0.86,0.8,0.84,0.84,0.8,0.88,0.82,0.82,0.84,0.88,0.84,0.8,0.82,0.84,0.84,0.86,0.88,0.82,0.84,0.84,0.8,0.82,0.84,0.82,0.8,0.84,0.82,0.82,0.8,0.82,0.78,0.82,0.82,0.84,0.8,0.8,0.86,0.82,0.86
+3,BF_BCmean,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89
+4,BF_BCmedian,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9
+5,BF_PF_BCmean,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89
+6,BF_PF_BCmedian,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9
+7,BF_PFmean,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89
+8,BF_PFmedian,0.9,0.9,0.89,0.89,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9
+9,PCohF,0.86,0.82,0.88,0.84,0.8,0.8,0.8,0.82,0.84,0.78,0.8,0.84,0.8,0.78,0.88,0.84,0.9,0.86,0.8,0.8,0.86,0.86,0.84,0.84,0.82,0.84,0.92,0.86,0.84,0.84,0.86,0.82,0.82,0.84,0.84,0.8,0.82,0.8,0.8,0.8,0.82,0.82,0.82,0.86,0.84,0.8,0.78,0.84,0.82,0.88
+10,PF_BCmean,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.9,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89
+11,PF_BCmedian,0.9,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9
+12,T_BCmean,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.92,0.9,0.92,0.9,0.9,0.9,0.9,0.91,0.9,0.92,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.91,0.91,0.91,0.9,0.9,0.9,0.91,0.9
+13,T_BCmedian,0.91,0.9,0.92,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.91,0.9,0.91,0.91,0.91,0.9,0.9,0.92,0.9,0.92,0.89,0.91,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.91,0.91,0.92,0.9,0.89,0.9,0.91,0.9
+14,T_BF_BCmean,0.91,0.9,0.91,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.91,0.9,0.92,0.9,0.9,0.9,0.9,0.9,0.9,0.91,0.9,0.91,0.9,0.9,0.9,0.91,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.89,0.91,0.91,0.91,0.9,0.9,0.9,0.91,0.91
+15,T_BF_BCmedian,0.91,0.89,0.91,0.9,0.89,0.9,0.91,0.9,0.91,0.91,0.9,0.9,0.9,0.9,0.89,0.9,0.91,0.91,0.9,0.89,0.92,0.9,0.9,0.9,0.92,0.93,0.92,0.89,0.91,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.91,0.9,0.89,0.89,0.91,0.91,0.91,0.91,0.89,0.9,0.92,0.91
+16,T_BF_PF_BCmean,0.91,0.9,0.91,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.92,0.9,0.91,0.9,0.9,0.9,0.9,0.9,0.89,0.92,0.9,0.91,0.9,0.89,0.9,0.9,0.89,0.91,0.9,0.89,0.89,0.9,0.9,0.89,0.89,0.91,0.91,0.91,0.9,0.9,0.9,0.91,0.92
+17,T_BF_PF_BCmedian,0.91,0.9,0.91,0.9,0.9,0.89,0.91,0.89,0.9,0.91,0.9,0.9,0.89,0.9,0.89,0.9,0.92,0.91,0.89,0.89,0.91,0.9,0.9,0.89,0.92,0.92,0.93,0.89,0.91,0.89,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.9,0.91,0.91,0.9,0.89,0.9,0.91,0.91
+18,T_BF_PFmean,0.91,0.9,0.91,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.91,0.9,0.91,0.91,0.9,0.9,0.89,0.9,0.89,0.92,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.89,0.91,0.91,0.91,0.9,0.89,0.9,0.91,0.91
+19,T_BF_PFmedian,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.91,0.9,0.9,0.89,0.9,0.89,0.9,0.91,0.91,0.89,0.89,0.91,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.89,0.9,0.89,0.91,0.89,0.89,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9
+20,T_BFmean,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.92,0.9,0.92,0.91,0.9,0.9,0.9,0.9,0.89,0.91,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.91,0.91,0.91,0.9,0.9,0.9,0.91,0.9
+21,T_BFmedian,0.91,0.9,0.92,0.9,0.89,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.89,0.9,0.9,0.91,0.9,0.91,0.91,0.9,0.9,0.89,0.9,0.9,0.92,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.91,0.91,0.9,0.9,0.89,0.9,0.91,0.9
+22,T_PF_BCmean,0.91,0.9,0.91,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.91,0.9,0.92,0.9,0.9,0.9,0.89,0.91,0.9,0.91,0.9,0.9,0.9,0.9,0.9,0.91,0.89,0.9,0.9,0.9,0.89,0.89,0.89,0.89,0.89,0.91,0.91,0.91,0.9,0.9,0.9,0.91,0.91
+23,T_PF_BCmedian,0.91,0.89,0.91,0.9,0.89,0.9,0.91,0.9,0.91,0.91,0.9,0.91,0.9,0.9,0.9,0.9,0.91,0.91,0.9,0.89,0.92,0.9,0.9,0.9,0.92,0.93,0.93,0.89,0.91,0.91,0.9,0.89,0.89,0.9,0.89,0.89,0.9,0.89,0.91,0.9,0.89,0.89,0.91,0.91,0.91,0.91,0.89,0.9,0.92,0.91
+24,T_PFmean,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.92,0.9,0.92,0.91,0.9,0.9,0.89,0.9,0.89,0.92,0.9,0.9,0.9,0.89,0.9,0.91,0.89,0.9,0.9,0.89,0.89,0.9,0.89,0.89,0.89,0.91,0.91,0.91,0.9,0.89,0.9,0.91,0.9
+25,T_PFmedian,0.91,0.9,0.91,0.89,0.89,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.91,0.91,0.91,0.91,0.91,0.9,0.89,0.9,0.91,0.92,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.91,0.91,0.9,0.9,0.89,0.9,0.91,0.9
+26,Tigress,0.89,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.89,0.9,0.89,0.91,0.9,0.92,0.89,0.9,0.9,0.9,0.9,0.89,0.92,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.89,0.9,0.89,0.9,0.89,0.89,0.89,0.89,0.9,0.9,0.91,0.9,0.89,0.9,0.91,0.89
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..9014f5e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_37.csv
new file mode 100644
index 0000000..1a74976
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_73.csv
new file mode 100644
index 0000000..1a74976
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_equal.csv
new file mode 100644
index 0000000..c366c50
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_37.csv
new file mode 100644
index 0000000..d25daca
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.833440559440559
+2,BCorrU,0.822601398601398
+3,BF_BCmean,0.867334014300307
+4,BF_BCmedian,0.845730337078652
+5,BF_PF_BCmean,0.86855975485189
+6,BF_PF_BCmedian,0.841133810010214
+7,BF_PFmean,0.86391062308478
+8,BF_PFmedian,0.841287027579162
+9,PCohF,0.830293706293706
+10,PF_BCmean,0.865902451481103
+11,PF_BCmedian,0.843226251276813
+12,T_BCmean,0.888683861082737
+13,T_BCmedian,0.882119509703779
+14,T_BF_BCmean,0.885748723186925
+15,T_BF_BCmedian,0.880132277834525
+16,T_BF_PF_BCmean,0.884341164453524
+17,T_BF_PF_BCmedian,0.875301327885598
+18,T_BF_PFmean,0.884954034729316
+19,T_BF_PFmedian,0.861181307456588
+20,T_BFmean,0.886562819203269
+21,T_BFmedian,0.881889683350358
+22,T_PF_BCmean,0.885542900919305
+23,T_PF_BCmedian,0.883244637385087
+24,T_PFmean,0.886356996935649
+25,T_PFmedian,0.884800817160367
+26,Tigress,0.886332992849847
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_73.csv
new file mode 100644
index 0000000..d25daca
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.833440559440559
+2,BCorrU,0.822601398601398
+3,BF_BCmean,0.867334014300307
+4,BF_BCmedian,0.845730337078652
+5,BF_PF_BCmean,0.86855975485189
+6,BF_PF_BCmedian,0.841133810010214
+7,BF_PFmean,0.86391062308478
+8,BF_PFmedian,0.841287027579162
+9,PCohF,0.830293706293706
+10,PF_BCmean,0.865902451481103
+11,PF_BCmedian,0.843226251276813
+12,T_BCmean,0.888683861082737
+13,T_BCmedian,0.882119509703779
+14,T_BF_BCmean,0.885748723186925
+15,T_BF_BCmedian,0.880132277834525
+16,T_BF_PF_BCmean,0.884341164453524
+17,T_BF_PF_BCmedian,0.875301327885598
+18,T_BF_PFmean,0.884954034729316
+19,T_BF_PFmedian,0.861181307456588
+20,T_BFmean,0.886562819203269
+21,T_BFmedian,0.881889683350358
+22,T_PF_BCmean,0.885542900919305
+23,T_PF_BCmedian,0.883244637385087
+24,T_PFmean,0.886356996935649
+25,T_PFmedian,0.884800817160367
+26,Tigress,0.886332992849847
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_equal.csv
new file mode 100644
index 0000000..1b11a97
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.837832167832168
+2,BCorrU,0.821375291375291
+3,BF_BCmean,0.847014811031665
+4,BF_BCmedian,0.812487231869255
+5,BF_PF_BCmean,0.849131767109295
+6,BF_PF_BCmedian,0.806082737487232
+7,BF_PFmean,0.845408580183861
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+9,PCohF,0.828170163170163
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+11,PF_BCmedian,0.807252298263534
+12,T_BCmean,0.878444841675179
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+15,T_BF_BCmedian,0.86394279877426
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+17,T_BF_PF_BCmedian,0.857888151174668
+18,T_BF_PFmean,0.874923391215526
+19,T_BF_PFmedian,0.834757405515833
+20,T_BFmean,0.877987742594484
+21,T_BFmedian,0.870582226762002
+22,T_PF_BCmean,0.874284984678243
+23,T_PF_BCmedian,0.869325842696629
+24,T_PFmean,0.878370786516854
+25,T_PFmedian,0.874668028600613
+26,Tigress,0.880743105209397
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..b7d7d3f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.82
+2,BCorrU,0.82
+3,BF_BCmean,0.9
+4,BF_BCmedian,0.9
+5,BF_PF_BCmean,0.9
+6,BF_PF_BCmedian,0.9
+7,BF_PFmean,0.9
+8,BF_PFmedian,0.9
+9,PCohF,0.83
+10,PF_BCmean,0.9
+11,PF_BCmedian,0.9
+12,T_BCmean,0.9
+13,T_BCmedian,0.9
+14,T_BF_BCmean,0.9
+15,T_BF_BCmedian,0.9
+16,T_BF_PF_BCmean,0.9
+17,T_BF_PF_BCmedian,0.9
+18,T_BF_PFmean,0.9
+19,T_BF_PFmedian,0.9
+20,T_BFmean,0.9
+21,T_BFmedian,0.9
+22,T_PF_BCmean,0.9
+23,T_PF_BCmedian,0.9
+24,T_PFmean,0.9
+25,T_PFmedian,0.9
+26,Tigress,0.9
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..f3277bb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.844988344988345
+2,BCorrU,0.826923076923076
+3,BF_BCmean,0.798008171603677
+4,BF_BCmedian,0.729826353421859
+5,BF_PF_BCmean,0.799795709908069
+6,BF_PF_BCmedian,0.715270684371808
+7,BF_PFmean,0.796475995914198
+8,BF_PFmedian,0.716036772216547
+9,PCohF,0.828671328671329
+10,PF_BCmean,0.794177732379979
+11,PF_BCmedian,0.715270684371808
+12,T_BCmean,0.851378958120531
+13,T_BCmedian,0.83682328907048
+14,T_BF_BCmean,0.846527068437181
+15,T_BF_BCmedian,0.822012257405516
+16,T_BF_PF_BCmean,0.838866189989786
+17,T_BF_PF_BCmedian,0.813840653728295
+18,T_BF_PFmean,0.849080694586313
+19,T_BF_PFmedian,0.774514811031665
+20,T_BFmean,0.855975485188968
+21,T_BFmedian,0.846016343207355
+22,T_PF_BCmean,0.846271705822268
+23,T_PF_BCmedian,0.838610827374872
+24,T_PFmean,0.854443309499489
+25,T_PFmedian,0.851123595505618
+26,Tigress,0.861848825331971
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_37.csv
new file mode 100644
index 0000000..c1f7ee5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.6741818181818
+2,BCorrU,41.189006993007
+3,BF_BCmean,43.3079152196118
+4,BF_BCmedian,42.1907967313585
+5,BF_PF_BCmean,43.3509693564862
+6,BF_PF_BCmedian,42.1091317671093
+7,BF_PFmean,43.2615771195097
+8,BF_PFmedian,42.0811317671093
+9,PCohF,41.4038741258741
+10,PF_BCmean,43.2534657814096
+11,PF_BCmedian,42.061835546476
+12,T_BCmean,44.2804606741573
+13,T_BCmedian,44.0932860061287
+14,T_BF_BCmean,44.2086496424923
+15,T_BF_BCmedian,43.8964106230848
+16,T_BF_PF_BCmean,44.1156945863126
+17,T_BF_PF_BCmedian,43.7345852911134
+18,T_BF_PFmean,44.1681818181818
+19,T_BF_PFmedian,43.0244719101124
+20,T_BFmean,44.3013758937692
+21,T_BFmedian,44.1061195097038
+22,T_PF_BCmean,44.1793758937692
+23,T_PF_BCmedian,44.1163922369765
+24,T_PFmean,44.2721593462717
+25,T_PFmedian,44.1540286006129
+26,Tigress,44.3033309499489
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_73.csv
new file mode 100644
index 0000000..c1f7ee5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.6741818181818
+2,BCorrU,41.189006993007
+3,BF_BCmean,43.3079152196118
+4,BF_BCmedian,42.1907967313585
+5,BF_PF_BCmean,43.3509693564862
+6,BF_PF_BCmedian,42.1091317671093
+7,BF_PFmean,43.2615771195097
+8,BF_PFmedian,42.0811317671093
+9,PCohF,41.4038741258741
+10,PF_BCmean,43.2534657814096
+11,PF_BCmedian,42.061835546476
+12,T_BCmean,44.2804606741573
+13,T_BCmedian,44.0932860061287
+14,T_BF_BCmean,44.2086496424923
+15,T_BF_BCmedian,43.8964106230848
+16,T_BF_PF_BCmean,44.1156945863126
+17,T_BF_PF_BCmedian,43.7345852911134
+18,T_BF_PFmean,44.1681818181818
+19,T_BF_PFmedian,43.0244719101124
+20,T_BFmean,44.3013758937692
+21,T_BFmedian,44.1061195097038
+22,T_PF_BCmean,44.1793758937692
+23,T_PF_BCmedian,44.1163922369765
+24,T_PFmean,44.2721593462717
+25,T_PFmedian,44.1540286006129
+26,Tigress,44.3033309499489
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..ed96cb7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.7369696969697
+2,BCorrU,41.128344988345
+3,BF_BCmean,42.2931920326864
+4,BF_BCmedian,40.4513278855975
+5,BF_PF_BCmean,42.364948927477
+6,BF_PF_BCmedian,40.3152196118488
+7,BF_PFmean,42.2492951991828
+8,BF_PFmedian,40.2952196118488
+9,PCohF,41.3131235431235
+10,PF_BCmean,42.2157763023493
+11,PF_BCmedian,40.2430592441267
+12,T_BCmean,43.7541011235955
+13,T_BCmedian,43.4288100102145
+14,T_BF_BCmean,43.6410827374872
+15,T_BF_BCmedian,43.080684371808
+16,T_BF_PF_BCmean,43.4928243105209
+17,T_BF_PF_BCmedian,42.870975485189
+18,T_BF_PFmean,43.6136363636364
+19,T_BF_PFmedian,41.8007865168539
+20,T_BFmean,43.8422931562819
+21,T_BFmedian,43.5301991828396
+22,T_PF_BCmean,43.6122931562819
+23,T_PF_BCmedian,43.4206537282942
+24,T_PFmean,43.8002655771195
+25,T_PFmedian,43.6033810010215
+26,Tigress,43.9255515832482
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..a96b6fb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.58
+2,BCorrU,41.28
+3,BF_BCmean,44.83
+4,BF_BCmedian,44.8
+5,BF_PF_BCmean,44.83
+6,BF_PF_BCmedian,44.8
+7,BF_PFmean,44.78
+8,BF_PFmedian,44.76
+9,PCohF,41.54
+10,PF_BCmean,44.81
+11,PF_BCmedian,44.79
+12,T_BCmean,45.07
+13,T_BCmedian,45.09
+14,T_BF_BCmean,45.06
+15,T_BF_BCmedian,45.12
+16,T_BF_PF_BCmean,45.05
+17,T_BF_PF_BCmedian,45.03
+18,T_BF_PFmean,45
+19,T_BF_PFmedian,44.86
+20,T_BFmean,44.99
+21,T_BFmedian,44.97
+22,T_PF_BCmean,45.03
+23,T_PF_BCmedian,45.16
+24,T_PFmean,44.98
+25,T_PFmedian,44.98
+26,Tigress,44.87
diff --git a/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..051e01b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim11/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.8939393939394
+2,BCorrU,40.97668997669
+3,BF_BCmean,39.7563840653728
+4,BF_BCmedian,36.1026557711951
+5,BF_PF_BCmean,39.899897854954
+6,BF_PF_BCmedian,35.8304392236976
+7,BF_PFmean,39.7185903983657
+8,BF_PFmedian,35.8304392236976
+9,PCohF,41.0862470862471
+10,PF_BCmean,39.6215526046987
+11,PF_BCmedian,35.6961184882533
+12,T_BCmean,42.438202247191
+13,T_BCmedian,41.767620020429
+14,T_BF_BCmean,42.2221654749745
+15,T_BF_BCmedian,41.0413687436159
+16,T_BF_PF_BCmean,41.9356486210419
+17,T_BF_PF_BCmedian,40.7119509703779
+18,T_BF_PFmean,42.2272727272727
+19,T_BF_PFmedian,38.7415730337079
+20,T_BFmean,42.6945863125638
+21,T_BFmedian,42.0903983656793
+22,T_PF_BCmean,42.1945863125638
+23,T_PF_BCmedian,41.6813074565884
+24,T_PFmean,42.620531154239
+25,T_PFmedian,42.2267620020429
+26,Tigress,42.9811031664964
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..681c089
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim12Sub001,sim12Sub002,sim12Sub003,sim12Sub004,sim12Sub005,sim12Sub006,sim12Sub007,sim12Sub008,sim12Sub009,sim12Sub010,sim12Sub011,sim12Sub012,sim12Sub013,sim12Sub014,sim12Sub015,sim12Sub016,sim12Sub017,sim12Sub018,sim12Sub019,sim12Sub020,sim12Sub021,sim12Sub022,sim12Sub023,sim12Sub024,sim12Sub025,sim12Sub026,sim12Sub027,sim12Sub028,sim12Sub029,sim12Sub030,sim12Sub031,sim12Sub032,sim12Sub033,sim12Sub034,sim12Sub035,sim12Sub036,sim12Sub037,sim12Sub038,sim12Sub039,sim12Sub040,sim12Sub041,sim12Sub042,sim12Sub043,sim12Sub044,sim12Sub045,sim12Sub046,sim12Sub047,sim12Sub048,sim12Sub049,sim12Sub050
+1,BCohF,0.94,0.88,0.9,0.94,0.88,0.94,0.92,0.94,0.94,0.86,0.86,0.84,0.9,0.84,0.9,0.88,0.94,0.94,0.86,0.9,0.94,0.94,0.88,0.92,0.9,0.88,0.98,0.9,0.92,0.92,0.92,0.94,0.88,0.92,0.88,0.86,0.88,0.86,0.92,0.88,0.86,0.9,0.88,0.92,0.94,0.9,0.88,0.9,0.9,0.92
+2,BCorrU,0.88,0.9,0.86,0.88,0.86,0.84,0.86,0.92,0.88,0.82,0.86,0.8,0.84,0.82,0.92,0.82,0.92,0.94,0.88,0.86,0.94,0.88,0.88,0.88,0.9,0.94,0.92,0.9,0.92,0.9,0.86,0.9,0.84,0.84,0.88,0.84,0.82,0.9,0.86,0.86,0.86,0.86,0.84,0.86,0.9,0.88,0.86,0.9,0.86,0.92
+3,BF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+4,BF_BCmedian,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+5,BF_PF_BCmean,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+6,BF_PF_BCmedian,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+7,BF_PFmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+8,BF_PFmedian,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+9,PCohF,0.96,0.9,0.88,0.94,0.86,0.92,0.92,0.92,0.92,0.84,0.86,0.86,0.9,0.86,0.9,0.94,0.94,0.94,0.88,0.88,0.94,0.92,0.88,0.94,0.92,0.9,0.98,0.94,0.94,0.94,0.9,0.96,0.9,0.92,0.88,0.88,0.9,0.86,0.94,0.88,0.86,0.92,0.9,0.92,0.94,0.92,0.92,0.9,0.9,0.92
+10,PF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+11,PF_BCmedian,0.9,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+12,T_BCmean,0.94,0.96,0.95,0.97,0.96,0.95,0.95,0.97,0.97,0.94,0.92,0.97,0.95,0.95,0.96,0.95,0.96,0.96,0.96,0.96,0.96,0.96,0.95,0.95,0.97,0.98,0.98,0.96,0.97,0.97,0.93,0.97,0.97,0.95,0.94,0.94,0.92,0.97,0.96,0.94,0.96,0.94,0.95,0.94,0.96,0.96,0.94,0.95,0.96,0.95
+13,T_BCmedian,0.95,0.96,0.95,0.97,0.96,0.96,0.95,0.97,0.95,0.94,0.93,0.96,0.96,0.95,0.96,0.95,0.96,0.96,0.97,0.97,0.94,0.95,0.95,0.96,0.97,0.98,0.97,0.96,0.95,0.96,0.91,0.98,0.95,0.97,0.93,0.93,0.92,0.96,0.96,0.96,0.95,0.94,0.95,0.94,0.96,0.97,0.94,0.94,0.96,0.93
+14,T_BF_BCmean,0.94,0.95,0.95,0.97,0.96,0.94,0.95,0.97,0.97,0.94,0.92,0.97,0.94,0.95,0.96,0.95,0.96,0.96,0.96,0.95,0.96,0.96,0.95,0.96,0.97,0.97,0.98,0.96,0.96,0.97,0.93,0.97,0.97,0.96,0.93,0.95,0.92,0.97,0.96,0.95,0.96,0.94,0.95,0.95,0.96,0.96,0.93,0.94,0.96,0.95
+15,T_BF_BCmedian,0.93,0.97,0.95,0.97,0.95,0.95,0.93,0.96,0.93,0.91,0.95,0.96,0.93,0.92,0.95,0.94,0.91,0.95,0.93,0.96,0.93,0.95,0.92,0.96,0.96,0.97,0.97,0.96,0.95,0.95,0.93,0.95,0.92,0.96,0.96,0.93,0.9,0.98,0.95,0.92,0.96,0.94,0.93,0.95,0.93,0.94,0.92,0.92,0.93,0.95
+16,T_BF_PF_BCmean,0.94,0.95,0.95,0.98,0.96,0.94,0.95,0.97,0.97,0.94,0.92,0.97,0.94,0.94,0.97,0.96,0.96,0.96,0.97,0.95,0.96,0.97,0.95,0.96,0.97,0.97,0.98,0.96,0.94,0.97,0.93,0.97,0.96,0.96,0.93,0.95,0.93,0.96,0.96,0.95,0.95,0.95,0.95,0.95,0.96,0.96,0.93,0.94,0.96,0.96
+17,T_BF_PF_BCmedian,0.93,0.93,0.94,0.94,0.93,0.93,0.91,0.94,0.92,0.91,0.93,0.94,0.92,0.91,0.92,0.92,0.91,0.92,0.92,0.95,0.92,0.91,0.92,0.92,0.93,0.93,0.97,0.95,0.93,0.93,0.92,0.94,0.91,0.93,0.95,0.9,0.9,0.97,0.94,0.92,0.93,0.92,0.92,0.94,0.92,0.94,0.93,0.91,0.92,0.94
+18,T_BF_PFmean,0.94,0.95,0.95,0.97,0.96,0.95,0.95,0.97,0.97,0.94,0.92,0.97,0.95,0.94,0.97,0.95,0.96,0.97,0.96,0.96,0.96,0.97,0.95,0.96,0.97,0.97,0.98,0.96,0.96,0.98,0.93,0.97,0.97,0.96,0.94,0.95,0.93,0.96,0.96,0.94,0.96,0.94,0.95,0.96,0.96,0.97,0.93,0.94,0.96,0.94
+19,T_BF_PFmedian,0.9,0.9,0.9,0.93,0.9,0.91,0.9,0.92,0.9,0.89,0.91,0.9,0.9,0.9,0.91,0.9,0.91,0.91,0.92,0.91,0.9,0.9,0.91,0.9,0.9,0.91,0.9,0.89,0.9,0.91,0.9,0.9,0.89,0.91,0.91,0.9,0.9,0.91,0.92,0.91,0.9,0.91,0.9,0.91,0.9,0.9,0.91,0.9,0.9,0.91
+20,T_BFmean,0.94,0.95,0.95,0.97,0.96,0.95,0.94,0.97,0.97,0.94,0.92,0.96,0.95,0.95,0.96,0.95,0.96,0.96,0.96,0.96,0.96,0.96,0.94,0.95,0.97,0.98,0.98,0.96,0.97,0.97,0.92,0.97,0.97,0.96,0.94,0.94,0.92,0.97,0.96,0.94,0.96,0.94,0.95,0.94,0.96,0.96,0.93,0.94,0.96,0.94
+21,T_BFmedian,0.95,0.95,0.95,0.98,0.97,0.94,0.95,0.97,0.97,0.94,0.92,0.96,0.95,0.95,0.96,0.95,0.96,0.95,0.97,0.96,0.96,0.96,0.94,0.95,0.97,0.98,0.97,0.96,0.95,0.97,0.92,0.98,0.97,0.96,0.95,0.95,0.93,0.97,0.96,0.95,0.96,0.94,0.95,0.94,0.96,0.97,0.94,0.94,0.96,0.94
+22,T_PF_BCmean,0.94,0.95,0.95,0.97,0.96,0.95,0.95,0.97,0.97,0.94,0.92,0.97,0.94,0.95,0.96,0.95,0.96,0.96,0.97,0.95,0.96,0.96,0.95,0.96,0.97,0.97,0.98,0.96,0.96,0.97,0.93,0.97,0.97,0.96,0.93,0.94,0.93,0.97,0.96,0.95,0.96,0.94,0.95,0.95,0.96,0.96,0.94,0.94,0.96,0.95
+23,T_PF_BCmedian,0.93,0.97,0.95,0.97,0.95,0.95,0.93,0.96,0.93,0.91,0.95,0.96,0.93,0.93,0.96,0.94,0.92,0.95,0.94,0.96,0.93,0.95,0.92,0.96,0.96,0.97,0.97,0.96,0.96,0.95,0.93,0.95,0.92,0.96,0.96,0.95,0.9,0.98,0.96,0.92,0.96,0.94,0.93,0.95,0.93,0.94,0.92,0.92,0.94,0.96
+24,T_PFmean,0.94,0.95,0.95,0.97,0.96,0.95,0.94,0.97,0.97,0.94,0.92,0.96,0.95,0.95,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.94,0.95,0.97,0.98,0.97,0.96,0.97,0.97,0.92,0.98,0.97,0.96,0.95,0.94,0.93,0.97,0.96,0.94,0.95,0.94,0.95,0.94,0.96,0.97,0.93,0.94,0.96,0.94
+25,T_PFmedian,0.95,0.95,0.95,0.98,0.96,0.95,0.94,0.97,0.96,0.94,0.92,0.96,0.95,0.95,0.96,0.95,0.96,0.95,0.97,0.95,0.96,0.96,0.94,0.95,0.97,0.98,0.97,0.96,0.95,0.97,0.92,0.98,0.97,0.96,0.95,0.94,0.92,0.97,0.96,0.94,0.96,0.94,0.95,0.94,0.96,0.97,0.94,0.94,0.96,0.94
+26,Tigress,0.94,0.95,0.94,0.96,0.96,0.94,0.94,0.97,0.97,0.94,0.92,0.96,0.95,0.95,0.96,0.95,0.96,0.96,0.96,0.95,0.96,0.95,0.94,0.94,0.97,0.97,0.97,0.96,0.97,0.97,0.92,0.97,0.97,0.96,0.93,0.94,0.93,0.97,0.95,0.94,0.96,0.94,0.94,0.95,0.95,0.97,0.93,0.94,0.95,0.95
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..245d1b4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim12Sub001,sim12Sub002,sim12Sub003,sim12Sub004,sim12Sub005,sim12Sub006,sim12Sub007,sim12Sub008,sim12Sub009,sim12Sub010,sim12Sub011,sim12Sub012,sim12Sub013,sim12Sub014,sim12Sub015,sim12Sub016,sim12Sub017,sim12Sub018,sim12Sub019,sim12Sub020,sim12Sub021,sim12Sub022,sim12Sub023,sim12Sub024,sim12Sub025,sim12Sub026,sim12Sub027,sim12Sub028,sim12Sub029,sim12Sub030,sim12Sub031,sim12Sub032,sim12Sub033,sim12Sub034,sim12Sub035,sim12Sub036,sim12Sub037,sim12Sub038,sim12Sub039,sim12Sub040,sim12Sub041,sim12Sub042,sim12Sub043,sim12Sub044,sim12Sub045,sim12Sub046,sim12Sub047,sim12Sub048,sim12Sub049,sim12Sub050
+1,BCohF,0.968531468531469,0.878787878787879,0.923076923076923,0.96969696969697,0.885780885780886,0.962703962703963,0.895104895104895,0.948717948717949,0.911421911421912,0.806526806526807,0.871794871794872,0.834498834498835,0.828671328671329,0.826340326340326,0.944055944055944,0.909090909090909,0.932400932400932,0.948717948717949,0.84965034965035,0.928904428904429,0.979020979020979,0.979020979020979,0.881118881118881,0.938228438228438,0.896270396270396,0.865967365967366,0.996503496503496,0.918414918414918,0.904428904428904,0.946386946386947,0.946386946386946,0.968531468531469,0.826340326340326,0.93939393939394,0.926573426573427,0.897435897435898,0.865967365967366,0.913752913752914,0.960372960372961,0.882284382284382,0.836829836829837,0.931235431235431,0.824009324009324,0.808857808857809,0.975524475524476,0.911421911421911,0.872960372960373,0.834498834498834,0.8997668997669,0.900932400932401
+2,BCorrU,0.920745920745921,0.916083916083916,0.837995337995338,0.913752913752913,0.853146853146853,0.84032634032634,0.87995337995338,0.848484848484849,0.848484848484848,0.858974358974359,0.705128205128205,0.797202797202797,0.763403263403263,0.822843822843823,0.911421911421911,0.806526806526806,0.881118881118881,0.948717948717949,0.825174825174825,0.905594405594405,0.891608391608392,0.874125874125874,0.865967365967366,0.925407925407925,0.891608391608392,0.88927738927739,0.969696969696969,0.913752913752914,0.871794871794872,0.921911421911422,0.824009324009324,0.91025641025641,0.792540792540792,0.87995337995338,0.875291375291375,0.835664335664336,0.808857808857809,0.84965034965035,0.824009324009324,0.857808857808858,0.828671328671329,0.846153846153846,0.803030303030303,0.755244755244755,0.841491841491842,0.807692307692308,0.86013986013986,0.842657342657343,0.870629370629371,0.846153846153846
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diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_37.csv
new file mode 100644
index 0000000..124a81d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_73.csv
new file mode 100644
index 0000000..124a81d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_equal.csv
new file mode 100644
index 0000000..0abba89
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_37.csv
new file mode 100644
index 0000000..ec6d742
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.904475524475524
+2,BCorrU,0.868265734265734
+3,BF_BCmean,0.884494382022472
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+12,T_BCmean,0.959282941777324
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+25,T_PFmedian,0.957262512768131
+26,Tigress,0.957492339121553
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_73.csv
new file mode 100644
index 0000000..ec6d742
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.904475524475524
+2,BCorrU,0.868265734265734
+3,BF_BCmean,0.884494382022472
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+26,Tigress,0.957492339121553
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_equal.csv
new file mode 100644
index 0000000..051ac7f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.906631701631701
+2,BCorrU,0.867645687645688
+3,BF_BCmean,0.874157303370786
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+26,Tigress,0.962487231869255
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..5e88979
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.9
+2,BCorrU,0.88
+3,BF_BCmean,0.9
+4,BF_BCmedian,0.9
+5,BF_PF_BCmean,0.9
+6,BF_PF_BCmedian,0.9
+7,BF_PFmean,0.9
+8,BF_PFmedian,0.9
+9,PCohF,0.92
+10,PF_BCmean,0.9
+11,PF_BCmedian,0.9
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.95
+16,T_BF_PF_BCmean,0.96
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+23,T_PF_BCmedian,0.95
+24,T_PFmean,0.96
+25,T_PFmedian,0.95
+26,Tigress,0.95
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..2ba9116
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.91025641025641
+2,BCorrU,0.855477855477855
+3,BF_BCmean,0.848314606741573
+4,BF_BCmedian,0.720633299284984
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+6,BF_PF_BCmedian,0.740040858018386
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+12,T_BCmean,0.968079673135853
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+25,T_PFmedian,0.96859039836568
+26,Tigress,0.970633299284985
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_37.csv
new file mode 100644
index 0000000..60b89f5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.1598741258741
+2,BCorrU,43.490041958042
+3,BF_BCmean,44.2117436159346
+4,BF_BCmedian,42.3156670071502
+5,BF_PF_BCmean,44.3063176710929
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+9,PCohF,45.3677902097902
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+11,PF_BCmedian,42.2266864147089
+12,T_BCmean,47.819024514811
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+18,T_BF_PFmean,47.8705148110317
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+24,T_PFmean,47.8631899897855
+25,T_PFmedian,47.8197722165475
+26,Tigress,47.7808753830439
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_73.csv
new file mode 100644
index 0000000..60b89f5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.1598741258741
+2,BCorrU,43.490041958042
+3,BF_BCmean,44.2117436159346
+4,BF_BCmedian,42.3156670071502
+5,BF_PF_BCmean,44.3063176710929
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+12,T_BCmean,47.819024514811
+13,T_BCmedian,47.7028100102145
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+15,T_BF_BCmedian,47.1758345250255
+16,T_BF_PF_BCmean,47.7840337078652
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+18,T_BF_PFmean,47.8705148110317
+19,T_BF_PFmedian,43.5229509703779
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+24,T_PFmean,47.8631899897855
+25,T_PFmedian,47.8197722165475
+26,Tigress,47.7808753830439
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..042a03e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.1864568764569
+2,BCorrU,43.3100699300699
+3,BF_BCmean,43.6929060265577
+4,BF_BCmedian,40.5527783452503
+5,BF_PF_BCmean,43.8771961184882
+6,BF_PF_BCmedian,40.7840960163432
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+9,PCohF,45.3196503496504
+10,PF_BCmean,43.6644790602656
+11,PF_BCmedian,40.4311440245148
+12,T_BCmean,47.8650408580184
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+15,T_BF_BCmedian,47.1997242083759
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+22,T_PF_BCmean,47.9003881511747
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+24,T_PFmean,47.9653166496425
+25,T_PFmedian,47.9062870275792
+26,Tigress,47.9081256384065
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..d033b4c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.12
+2,BCorrU,43.76
+3,BF_BCmean,44.99
+4,BF_BCmedian,44.96
+5,BF_PF_BCmean,44.95
+6,BF_PF_BCmedian,44.94
+7,BF_PFmean,44.97
+8,BF_PFmedian,44.89
+9,PCohF,45.44
+10,PF_BCmean,44.95
+11,PF_BCmedian,44.92
+12,T_BCmean,47.75
+13,T_BCmedian,47.67
+14,T_BF_BCmean,47.71
+15,T_BF_BCmedian,47.14
+16,T_BF_PF_BCmean,47.73
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+18,T_BF_PFmean,47.78
+19,T_BF_PFmedian,45.23
+20,T_BFmean,47.68
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+22,T_PF_BCmean,47.74
+23,T_PF_BCmedian,47.24
+24,T_PFmean,47.71
+25,T_PFmedian,47.69
+26,Tigress,47.59
diff --git a/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..54178ee
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim12/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.2529137529138
+2,BCorrU,42.8601398601399
+3,BF_BCmean,42.3958120531154
+4,BF_BCmedian,36.1455566905005
+5,BF_PF_BCmean,42.8043922369765
+6,BF_PF_BCmedian,36.6281920326864
+7,BF_PFmean,42.9244126659857
+8,BF_PFmedian,36.6281920326864
+9,PCohF,45.1993006993007
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+11,PF_BCmedian,35.9422880490296
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+13,T_BCmedian,47.779366700715
+14,T_BF_BCmean,48.0168539325843
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+16,T_BF_PF_BCmean,47.9101123595506
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+18,T_BF_PFmean,48.0817160367722
+19,T_BF_PFmedian,39.5398365679265
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+23,T_PF_BCmedian,47.4897854954035
+24,T_PFmean,48.220633299285
+25,T_PFmedian,48.1225740551583
+26,Tigress,48.2262512768131
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..ee93202
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim13Sub001,sim13Sub002,sim13Sub003,sim13Sub004,sim13Sub005,sim13Sub006,sim13Sub007,sim13Sub008,sim13Sub009,sim13Sub010,sim13Sub011,sim13Sub012,sim13Sub013,sim13Sub014,sim13Sub015,sim13Sub016,sim13Sub017,sim13Sub018,sim13Sub019,sim13Sub020,sim13Sub021,sim13Sub022,sim13Sub023,sim13Sub024,sim13Sub025,sim13Sub026,sim13Sub027,sim13Sub028,sim13Sub029,sim13Sub030,sim13Sub031,sim13Sub032,sim13Sub033,sim13Sub034,sim13Sub035,sim13Sub036,sim13Sub037,sim13Sub038,sim13Sub039,sim13Sub040,sim13Sub041,sim13Sub042,sim13Sub043,sim13Sub044,sim13Sub045,sim13Sub046,sim13Sub047,sim13Sub048,sim13Sub049,sim13Sub050
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+23,T_PF_BCmedian,0.72,0.72,0.68,0.88,0.76,0.72,0.88,0.8,0.84,0.84,0.72,0.88,0.84,0.84,0.84,0.88,0.88,0.92,0.88,0.8,0.8,0.76,0.88,0.8,0.84,0.8,0.8,0.72,0.92,0.76,0.68,0.84,0.88,0.88,0.76,0.8,0.8,0.76,0.92,0.84,0.76,0.8,0.92,0.84,1,0.76,0.8,0.92,0.8,0.88
+24,T_PFmean,0.8,0.76,0.76,0.88,0.76,0.76,0.88,0.8,0.8,0.92,0.84,0.92,0.8,0.84,0.88,0.8,0.88,0.92,0.88,0.88,0.8,0.8,0.88,0.8,0.88,0.84,0.8,0.72,0.92,0.76,0.72,0.84,0.84,0.84,0.8,0.84,0.84,0.72,0.96,0.8,0.76,0.84,0.96,0.84,0.92,0.76,0.72,0.92,0.84,0.92
+25,T_PFmedian,0.8,0.76,0.76,0.84,0.76,0.76,0.88,0.8,0.84,0.84,0.84,0.92,0.8,0.88,0.88,0.8,0.88,0.92,0.88,0.88,0.8,0.76,0.84,0.8,0.88,0.76,0.8,0.72,0.92,0.76,0.72,0.84,0.84,0.84,0.8,0.84,0.8,0.72,0.96,0.8,0.76,0.84,0.92,0.84,0.92,0.76,0.72,0.92,0.84,0.92
+26,Tigress,0.8,0.76,0.76,0.84,0.76,0.76,0.88,0.8,0.8,0.88,0.84,0.92,0.8,0.88,0.88,0.8,0.8,0.92,0.88,0.88,0.8,0.76,0.92,0.8,0.88,0.84,0.8,0.72,0.88,0.76,0.76,0.84,0.84,0.84,0.8,0.84,0.84,0.72,0.96,0.8,0.76,0.84,0.92,0.84,0.92,0.76,0.72,0.92,0.84,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..d6b82ec
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim13Sub001,sim13Sub002,sim13Sub003,sim13Sub004,sim13Sub005,sim13Sub006,sim13Sub007,sim13Sub008,sim13Sub009,sim13Sub010,sim13Sub011,sim13Sub012,sim13Sub013,sim13Sub014,sim13Sub015,sim13Sub016,sim13Sub017,sim13Sub018,sim13Sub019,sim13Sub020,sim13Sub021,sim13Sub022,sim13Sub023,sim13Sub024,sim13Sub025,sim13Sub026,sim13Sub027,sim13Sub028,sim13Sub029,sim13Sub030,sim13Sub031,sim13Sub032,sim13Sub033,sim13Sub034,sim13Sub035,sim13Sub036,sim13Sub037,sim13Sub038,sim13Sub039,sim13Sub040,sim13Sub041,sim13Sub042,sim13Sub043,sim13Sub044,sim13Sub045,sim13Sub046,sim13Sub047,sim13Sub048,sim13Sub049,sim13Sub050
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+2,BCorrU,0.653333333333333,0.92,0.653333333333333,0.733333333333333,0.88,0.76,0.826666666666667,0.84,0.88,0.973333333333333,0.733333333333333,0.973333333333333,0.946666666666667,1,0.88,0.893333333333333,1,0.72,0.92,0.893333333333333,0.76,0.653333333333333,0.866666666666667,0.76,0.84,0.666666666666667,0.866666666666667,0.586666666666667,1,0.72,0.786666666666667,0.693333333333333,0.88,0.973333333333333,0.706666666666667,0.813333333333333,0.773333333333333,0.746666666666667,0.733333333333333,0.973333333333333,0.826666666666667,0.866666666666667,0.813333333333333,0.893333333333333,0.76,0.733333333333333,0.733333333333333,0.813333333333333,0.973333333333333,0.893333333333333
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diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_37.csv
new file mode 100644
index 0000000..607cd81
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_73.csv
new file mode 100644
index 0000000..607cd81
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_equal.csv
new file mode 100644
index 0000000..2ceb1b0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_37.csv
new file mode 100644
index 0000000..fadb7ed
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.854
+2,BCorrU,0.836
+3,BF_BCmean,0.779392230576441
+4,BF_BCmedian,0.768068498452012
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+6,BF_PF_BCmedian,0.760657894736842
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+26,Tigress,0.824278195488722
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_73.csv
new file mode 100644
index 0000000..fadb7ed
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.854
+2,BCorrU,0.836
+3,BF_BCmean,0.779392230576441
+4,BF_BCmedian,0.768068498452012
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+26,Tigress,0.824278195488722
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_equal.csv
new file mode 100644
index 0000000..a3fa8e2
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.863333333333333
+2,BCorrU,0.833333333333333
+3,BF_BCmean,0.768421052631579
+4,BF_BCmedian,0.759649122807018
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diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..993e3b1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.84
+3,BF_BCmean,0.8
+4,BF_BCmedian,0.8
+5,BF_PF_BCmean,0.8
+6,BF_PF_BCmedian,0.8
+7,BF_PFmean,0.8
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+23,T_PF_BCmedian,0.82
+24,T_PFmean,0.84
+25,T_PFmedian,0.84
+26,Tigress,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..6f8b8a4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.866666666666667
+2,BCorrU,0.826666666666667
+3,BF_BCmean,0.751838235294118
+4,BF_BCmedian,0.722136222910217
+5,BF_PF_BCmean,0.756224200206398
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+24,T_PFmean,0.824171335200747
+25,T_PFmedian,0.832720588235294
+26,Tigress,0.811157796451914
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_37.csv
new file mode 100644
index 0000000..0bb0630
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.052
+2,BCorrU,41.308
+3,BF_BCmean,39.2234945083296
+4,BF_BCmedian,38.2820060813799
+5,BF_PF_BCmean,39.6415978917883
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+9,PCohF,42.972
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+12,T_BCmean,41.6097203302374
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+25,T_PFmedian,41.3470998820581
+26,Tigress,41.2623452749521
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_73.csv
new file mode 100644
index 0000000..0bb0630
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.052
+2,BCorrU,41.308
+3,BF_BCmean,39.2234945083296
+4,BF_BCmedian,38.2820060813799
+5,BF_PF_BCmean,39.6415978917883
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+9,PCohF,42.972
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+15,T_BF_BCmedian,40.8738456066637
+16,T_BF_PF_BCmean,41.6268635190918
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+18,T_BF_PFmean,41.6586505602241
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+24,T_PFmean,41.6208097818075
+25,T_PFmedian,41.3470998820581
+26,Tigress,41.2623452749521
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..62b4291
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.0066666666667
+2,BCorrU,41.2733333333333
+3,BF_BCmean,38.8924908472161
+4,BF_BCmedian,37.5633434689665
+5,BF_PF_BCmean,39.2959964863138
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+9,PCohF,42.9266666666667
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+12,T_BCmean,41.5628672170623
+13,T_BCmedian,41.1339546169345
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+15,T_BF_BCmedian,40.8164093444395
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+23,T_PF_BCmedian,40.9244793355939
+24,T_PFmean,41.6080163030124
+25,T_PFmedian,41.3384998034301
+26,Tigress,41.1172421249201
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..4d5d1d6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.12
+2,BCorrU,41.36
+3,BF_BCmean,39.72
+4,BF_BCmedian,39.36
+5,BF_PF_BCmean,40.16
+6,BF_PF_BCmedian,38.92
+7,BF_PFmean,40.04
+8,BF_PFmedian,39
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+10,PF_BCmean,39.96
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+12,T_BCmean,41.68
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+14,T_BF_BCmean,41.72
+15,T_BF_BCmedian,40.96
+16,T_BF_PF_BCmean,41.64
+17,T_BF_PF_BCmedian,40.6
+18,T_BF_PFmean,41.68
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+20,T_BFmean,41.56
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+23,T_PF_BCmedian,41.04
+24,T_PFmean,41.64
+25,T_PFmedian,41.36
+26,Tigress,41.48
diff --git a/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..604f254
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim13/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.8933333333333
+2,BCorrU,41.1866666666667
+3,BF_BCmean,38.0649816944322
+4,BF_BCmedian,35.7666869379331
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+16,T_BF_PF_BCmean,41.5962117303062
+17,T_BF_PF_BCmedian,39.8326699100693
+18,T_BF_PFmean,41.608835200747
+19,T_BF_PFmedian,36.0050524595803
+20,T_BFmean,41.4974568774878
+21,T_BFmedian,41.3374244434616
+22,T_PF_BCmean,41.6335200746965
+23,T_PF_BCmedian,40.8089586711878
+24,T_PFmean,41.5760326060249
+25,T_PFmedian,41.3169996068603
+26,Tigress,40.7544842498403
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..f55707b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim14Sub001,sim14Sub002,sim14Sub003,sim14Sub004,sim14Sub005,sim14Sub006,sim14Sub007,sim14Sub008,sim14Sub009,sim14Sub010,sim14Sub011,sim14Sub012,sim14Sub013,sim14Sub014,sim14Sub015,sim14Sub016,sim14Sub017,sim14Sub018,sim14Sub019,sim14Sub020,sim14Sub021,sim14Sub022,sim14Sub023,sim14Sub024,sim14Sub025,sim14Sub026,sim14Sub027,sim14Sub028,sim14Sub029,sim14Sub030,sim14Sub031,sim14Sub032,sim14Sub033,sim14Sub034,sim14Sub035,sim14Sub036,sim14Sub037,sim14Sub038,sim14Sub039,sim14Sub040,sim14Sub041,sim14Sub042,sim14Sub043,sim14Sub044,sim14Sub045,sim14Sub046,sim14Sub047,sim14Sub048,sim14Sub049,sim14Sub050
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+23,T_PF_BCmedian,0.96,0.88,0.92,0.92,0.84,0.92,0.88,0.88,0.84,0.92,0.92,0.96,0.84,0.92,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.8,0.92,0.96,0.84,0.96,0.88,0.88,0.88,0.88,0.84,0.84,0.92,0.8,0.96,0.92,0.92,0.96,0.92,0.96,0.88,0.88,0.92,0.88,0.92,0.88,0.92,0.88,0.96,0.84
+24,T_PFmean,0.88,0.88,0.88,0.88,0.84,0.92,0.88,0.92,0.84,0.88,0.88,0.96,0.88,0.92,0.88,0.96,0.96,0.96,0.88,0.84,0.96,0.84,0.88,0.88,0.84,0.88,0.92,0.92,0.88,0.92,0.88,0.84,0.92,0.84,0.88,0.92,0.96,0.92,0.88,0.92,0.88,0.88,0.92,0.88,0.84,0.88,0.92,0.92,0.88,0.92
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+26,Tigress,0.88,0.88,0.88,0.88,0.84,0.88,0.88,0.92,0.84,0.88,0.88,0.96,0.88,0.92,0.88,0.96,0.96,0.96,0.88,0.84,0.96,0.84,0.88,0.88,0.84,0.88,0.92,0.92,0.88,0.88,0.88,0.84,0.92,0.84,0.88,0.92,0.96,0.92,0.88,0.92,0.84,0.88,0.92,0.88,0.84,0.88,0.88,0.92,0.88,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..1dabc4a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim14Sub001,sim14Sub002,sim14Sub003,sim14Sub004,sim14Sub005,sim14Sub006,sim14Sub007,sim14Sub008,sim14Sub009,sim14Sub010,sim14Sub011,sim14Sub012,sim14Sub013,sim14Sub014,sim14Sub015,sim14Sub016,sim14Sub017,sim14Sub018,sim14Sub019,sim14Sub020,sim14Sub021,sim14Sub022,sim14Sub023,sim14Sub024,sim14Sub025,sim14Sub026,sim14Sub027,sim14Sub028,sim14Sub029,sim14Sub030,sim14Sub031,sim14Sub032,sim14Sub033,sim14Sub034,sim14Sub035,sim14Sub036,sim14Sub037,sim14Sub038,sim14Sub039,sim14Sub040,sim14Sub041,sim14Sub042,sim14Sub043,sim14Sub044,sim14Sub045,sim14Sub046,sim14Sub047,sim14Sub048,sim14Sub049,sim14Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_37.csv
new file mode 100644
index 0000000..133b1a0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_73.csv
new file mode 100644
index 0000000..133b1a0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_equal.csv
new file mode 100644
index 0000000..4661fd4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_37.csv
new file mode 100644
index 0000000..955bcb5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928
+2,BCorrU,0.916
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.8145
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.8145
+7,BF_PFmean,0.8415
+8,BF_PFmedian,0.8145
+9,PCohF,0.936
+10,PF_BCmean,0.84225
+11,PF_BCmedian,0.81
+12,T_BCmean,0.8785
+13,T_BCmedian,0.8875
+14,T_BF_BCmean,0.8875
+15,T_BF_BCmedian,0.88875
+16,T_BF_PF_BCmean,0.88975
+17,T_BF_PF_BCmedian,0.86275
+18,T_BF_PFmean,0.8865
+19,T_BF_PFmedian,0.82125
+20,T_BFmean,0.8755
+21,T_BFmedian,0.88675
+22,T_PF_BCmean,0.889
+23,T_PF_BCmedian,0.893
+24,T_PFmean,0.8785
+25,T_PFmedian,0.88275
+26,Tigress,0.85525
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_73.csv
new file mode 100644
index 0000000..955bcb5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928
+2,BCorrU,0.916
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.8145
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.8145
+7,BF_PFmean,0.8415
+8,BF_PFmedian,0.8145
+9,PCohF,0.936
+10,PF_BCmean,0.84225
+11,PF_BCmedian,0.81
+12,T_BCmean,0.8785
+13,T_BCmedian,0.8875
+14,T_BF_BCmean,0.8875
+15,T_BF_BCmedian,0.88875
+16,T_BF_PF_BCmean,0.88975
+17,T_BF_PF_BCmedian,0.86275
+18,T_BF_PFmean,0.8865
+19,T_BF_PFmedian,0.82125
+20,T_BFmean,0.8755
+21,T_BFmedian,0.88675
+22,T_PF_BCmean,0.889
+23,T_PF_BCmedian,0.893
+24,T_PFmean,0.8785
+25,T_PFmedian,0.88275
+26,Tigress,0.85525
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_equal.csv
new file mode 100644
index 0000000..10ac951
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.933333333333334
+2,BCorrU,0.913333333333334
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.7975
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.7975
+7,BF_PFmean,0.8425
+8,BF_PFmedian,0.7975
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.84375
+11,PF_BCmedian,0.795
+12,T_BCmean,0.8775
+13,T_BCmedian,0.88
+14,T_BF_BCmean,0.88875
+15,T_BF_BCmedian,0.87875
+16,T_BF_PF_BCmean,0.895
+17,T_BF_PF_BCmedian,0.855
+18,T_BF_PFmean,0.88625
+19,T_BF_PFmedian,0.8075
+20,T_BFmean,0.87
+21,T_BFmedian,0.875
+22,T_PF_BCmean,0.89
+23,T_PF_BCmedian,0.88
+24,T_PFmean,0.8725
+25,T_PFmedian,0.8725
+26,Tigress,0.83875
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..60d0161
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.88
+13,T_BCmedian,0.88
+14,T_BF_BCmean,0.88
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.9
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.88
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.88
+21,T_BFmedian,0.88
+22,T_PF_BCmean,0.88
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.88
+25,T_PFmedian,0.88
+26,Tigress,0.88
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..d541b61
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.946666666666667
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.755
+5,BF_PF_BCmean,0.8525
+6,BF_PF_BCmedian,0.755
+7,BF_PFmean,0.85
+8,BF_PFmedian,0.755
+9,PCohF,0.973333333333333
+10,PF_BCmean,0.8525
+11,PF_BCmedian,0.755
+12,T_BCmean,0.86
+13,T_BCmedian,0.855
+14,T_BF_BCmean,0.885
+15,T_BF_BCmedian,0.8575
+16,T_BF_PF_BCmean,0.895
+17,T_BF_PF_BCmedian,0.845
+18,T_BF_PFmean,0.88
+19,T_BF_PFmedian,0.775
+20,T_BFmean,0.86
+21,T_BFmedian,0.84
+22,T_PF_BCmean,0.88
+23,T_PF_BCmedian,0.86
+24,T_PFmean,0.855
+25,T_PFmedian,0.84
+26,Tigress,0.795
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_37.csv
new file mode 100644
index 0000000..d9497b5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.4
+2,BCorrU,44.948
+3,BF_BCmean,41.8875
+4,BF_BCmedian,40.6505
+5,BF_PF_BCmean,41.837
+6,BF_PF_BCmedian,40.6085
+7,BF_PFmean,41.919
+8,BF_PFmedian,40.5515
+9,PCohF,47.128
+10,PF_BCmean,41.9225
+11,PF_BCmedian,40.557
+12,T_BCmean,44.197
+13,T_BCmedian,44.3015
+14,T_BF_BCmean,44.44
+15,T_BF_BCmedian,44.3775
+16,T_BF_PF_BCmean,44.723
+17,T_BF_PF_BCmedian,43.692
+18,T_BF_PFmean,44.4995
+19,T_BF_PFmedian,41.0455
+20,T_BFmean,44.028
+21,T_BFmedian,44.0415
+22,T_PF_BCmean,44.4535
+23,T_PF_BCmedian,44.4245
+24,T_PFmean,44.105
+25,T_PFmedian,43.9835
+26,Tigress,43.1315
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_73.csv
new file mode 100644
index 0000000..d9497b5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.4
+2,BCorrU,44.948
+3,BF_BCmean,41.8875
+4,BF_BCmedian,40.6505
+5,BF_PF_BCmean,41.837
+6,BF_PF_BCmedian,40.6085
+7,BF_PFmean,41.919
+8,BF_PFmedian,40.5515
+9,PCohF,47.128
+10,PF_BCmean,41.9225
+11,PF_BCmedian,40.557
+12,T_BCmean,44.197
+13,T_BCmedian,44.3015
+14,T_BF_BCmean,44.44
+15,T_BF_BCmedian,44.3775
+16,T_BF_PF_BCmean,44.723
+17,T_BF_PF_BCmedian,43.692
+18,T_BF_PFmean,44.4995
+19,T_BF_PFmedian,41.0455
+20,T_BFmean,44.028
+21,T_BFmedian,44.0415
+22,T_PF_BCmean,44.4535
+23,T_PF_BCmedian,44.4245
+24,T_PFmean,44.105
+25,T_PFmedian,43.9835
+26,Tigress,43.1315
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..a7154c5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.56
+2,BCorrU,45.1533333333333
+3,BF_BCmean,41.8125
+4,BF_BCmedian,39.7775
+5,BF_PF_BCmean,41.835
+6,BF_PF_BCmedian,39.7075
+7,BF_PFmean,41.945
+8,BF_PFmedian,39.6925
+9,PCohF,47.24
+10,PF_BCmean,41.8975
+11,PF_BCmedian,39.755
+12,T_BCmean,43.795
+13,T_BCmedian,43.8625
+14,T_BF_BCmean,44.2
+15,T_BF_BCmedian,43.9625
+16,T_BF_PF_BCmean,44.565
+17,T_BF_PF_BCmedian,43.3
+18,T_BF_PFmean,44.2725
+19,T_BF_PFmedian,40.3025
+20,T_BFmean,43.62
+21,T_BFmedian,43.5625
+22,T_PF_BCmean,44.2225
+23,T_PF_BCmedian,43.9875
+24,T_PFmean,43.695
+25,T_PFmedian,43.4925
+26,Tigress,42.1525
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..635684a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.16
+2,BCorrU,44.64
+3,BF_BCmean,42
+4,BF_BCmedian,41.96
+5,BF_PF_BCmean,41.84
+6,BF_PF_BCmedian,41.96
+7,BF_PFmean,41.88
+8,BF_PFmedian,41.84
+9,PCohF,46.96
+10,PF_BCmean,41.96
+11,PF_BCmedian,41.76
+12,T_BCmean,44.8
+13,T_BCmedian,44.96
+14,T_BF_BCmean,44.8
+15,T_BF_BCmedian,45
+16,T_BF_PF_BCmean,44.96
+17,T_BF_PF_BCmedian,44.28
+18,T_BF_PFmean,44.84
+19,T_BF_PFmedian,42.16
+20,T_BFmean,44.64
+21,T_BFmedian,44.76
+22,T_PF_BCmean,44.8
+23,T_PF_BCmedian,45.08
+24,T_PFmean,44.72
+25,T_PFmedian,44.72
+26,Tigress,44.6
diff --git a/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..f1ce4fb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim14/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.96
+2,BCorrU,45.6666666666667
+3,BF_BCmean,41.625
+4,BF_BCmedian,37.595
+5,BF_PF_BCmean,41.83
+6,BF_PF_BCmedian,37.455
+7,BF_PFmean,42.01
+8,BF_PFmedian,37.545
+9,PCohF,47.52
+10,PF_BCmean,41.835
+11,PF_BCmedian,37.75
+12,T_BCmean,42.79
+13,T_BCmedian,42.765
+14,T_BF_BCmean,43.6
+15,T_BF_BCmedian,42.925
+16,T_BF_PF_BCmean,44.17
+17,T_BF_PF_BCmedian,42.32
+18,T_BF_PFmean,43.705
+19,T_BF_PFmedian,38.445
+20,T_BFmean,42.6
+21,T_BFmedian,42.365
+22,T_PF_BCmean,43.645
+23,T_PF_BCmedian,42.895
+24,T_PFmean,42.67
+25,T_PFmedian,42.265
+26,Tigress,39.705
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..09f84ae
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim15Sub001,sim15Sub002,sim15Sub003,sim15Sub004,sim15Sub005,sim15Sub006,sim15Sub007,sim15Sub008,sim15Sub009,sim15Sub010,sim15Sub011,sim15Sub012,sim15Sub013,sim15Sub014,sim15Sub015,sim15Sub016,sim15Sub017,sim15Sub018,sim15Sub019,sim15Sub020,sim15Sub021,sim15Sub022,sim15Sub023,sim15Sub024,sim15Sub025,sim15Sub026,sim15Sub027,sim15Sub028,sim15Sub029,sim15Sub030,sim15Sub031,sim15Sub032,sim15Sub033,sim15Sub034,sim15Sub035,sim15Sub036,sim15Sub037,sim15Sub038,sim15Sub039,sim15Sub040,sim15Sub041,sim15Sub042,sim15Sub043,sim15Sub044,sim15Sub045,sim15Sub046,sim15Sub047,sim15Sub048,sim15Sub049,sim15Sub050
+1,BCohF,0.84,0.84,0.76,0.84,0.84,1,0.84,0.84,0.84,1,0.84,0.84,1,0.92,0.84,0.76,0.76,0.84,0.92,0.84,0.76,0.92,0.76,1,0.92,0.92,0.84,0.92,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.92,0.84,0.92,0.76,0.84,0.92,0.84,0.84,0.84,0.92,0.84,1,1
+2,BCorrU,0.84,0.76,0.76,0.84,0.84,1,0.84,0.84,0.84,0.84,0.84,0.84,0.92,0.92,0.84,0.76,0.76,0.92,0.92,0.84,0.76,1,0.76,0.92,0.92,0.84,0.76,0.92,0.84,0.84,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.92,0.76,0.92,0.76,0.84,0.92,0.84,0.84,0.84,0.92,0.84,1,1
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+9,PCohF,0.92,1,0.92,1,0.92,1,1,1,1,1,1,1,1,0.92,1,0.92,0.92,0.92,0.92,1,0.92,1,0.92,1,1,0.92,0.92,1,1,1,1,1,1,1,1,1,1,1,0.92,0.92,1,1,1,1,1,0.92,1,0.92,1,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,1,0.92,0.88,0.96,1,0.96,0.92,0.88,0.92,0.96,1,0.92,0.96,0.96,0.96,0.92,0.92,0.96,0.88,0.92,0.88,1,0.96,0.96,1,0.96,0.96,0.96,0.92,0.96,0.96,0.92,0.96,1,1,1,0.92,1,0.88,0.96,0.88,0.96,0.96,1,0.96,0.88,1,0.96,0.96,0.96
+13,T_BCmedian,0.96,0.96,0.88,0.96,0.96,1,0.92,0.88,0.92,0.92,1,0.92,0.96,0.96,0.96,0.92,0.92,0.96,0.88,0.92,0.88,1,0.96,0.96,0.96,0.96,0.96,0.96,0.92,1,0.96,0.92,0.96,1,1,1,0.96,1,0.88,0.96,0.88,0.96,0.92,1,0.96,0.88,1,0.96,0.96,1
+14,T_BF_BCmean,0.96,0.92,0.88,0.96,0.96,1,0.92,0.88,0.92,0.96,0.96,0.92,0.96,0.96,0.96,0.88,0.92,0.96,0.92,0.92,0.92,1,0.88,0.96,0.96,0.96,0.92,0.96,0.92,0.88,0.96,0.92,0.96,0.92,1,0.96,0.92,1,0.84,0.96,0.88,0.92,0.92,0.96,0.92,0.88,1,0.96,0.96,1
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diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..5722b4e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim15Sub001,sim15Sub002,sim15Sub003,sim15Sub004,sim15Sub005,sim15Sub006,sim15Sub007,sim15Sub008,sim15Sub009,sim15Sub010,sim15Sub011,sim15Sub012,sim15Sub013,sim15Sub014,sim15Sub015,sim15Sub016,sim15Sub017,sim15Sub018,sim15Sub019,sim15Sub020,sim15Sub021,sim15Sub022,sim15Sub023,sim15Sub024,sim15Sub025,sim15Sub026,sim15Sub027,sim15Sub028,sim15Sub029,sim15Sub030,sim15Sub031,sim15Sub032,sim15Sub033,sim15Sub034,sim15Sub035,sim15Sub036,sim15Sub037,sim15Sub038,sim15Sub039,sim15Sub040,sim15Sub041,sim15Sub042,sim15Sub043,sim15Sub044,sim15Sub045,sim15Sub046,sim15Sub047,sim15Sub048,sim15Sub049,sim15Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_37.csv
new file mode 100644
index 0000000..8b40a59
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_73.csv
new file mode 100644
index 0000000..8b40a59
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_73.csv
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diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_equal.csv
new file mode 100644
index 0000000..14081f9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+9,0.946666666666667,1,0.94,1,0.946666666666667,1,1,1,1,1,1,1,1,0.953333333333334,1,0.933333333333334,0.946666666666667,0.933333333333334,0.94,1,0.933333333333334,1,0.926666666666667,1,1,0.933333333333334,0.953333333333334,1,1,1,1,1,1,1,1,1,1,1,0.946666666666667,0.9,1,1,1,1,1,0.946666666666667,1,0.933333333333334,1,1
+10,0.85,0.835,0.83,0.85,0.8325,0.86,0.83,0.84,0.82,0.85,0.84,0.86,0.86,0.82,0.85,0.82,0.83,0.83,0.83,0.825,0.84,0.8375,0.82,0.86,0.86,0.825,0.825,0.8175,0.85,0.85,0.8625,0.7775,0.86,0.845,0.86,0.83,0.845,0.86,0.84,0.82,0.8,0.84,0.86,0.86,0.83,0.83,0.8625,0.83,0.86,0.86
+11,0.79,0.835,0.83,0.845,0.835,0.85,0.81,0.82,0.785,0.81,0.825,0.835,0.825,0.7775,0.85,0.82,0.855,0.78,0.8325,0.83,0.805,0.85,0.8,0.84,0.81,0.83,0.81,0.8025,0.85,0.82,0.82,0.8,0.85,0.86,0.86,0.85,0.85,0.86,0.8425,0.83,0.795,0.825,0.81,0.81,0.85,0.8,0.86,0.82,0.8625,0.85
+12,1,0.9075,0.8575,0.965,1,0.9775,0.915,0.905,0.93,0.95,1,0.935,0.96,0.955,0.9575,0.8975,0.915,0.975,0.895,0.92,0.905,1,0.97,0.965,1,0.9625,0.965,0.9725,0.945,0.975,0.965,0.915,0.97,1,1,1,0.94,1,0.8625,0.9125,0.8625,0.9675,0.9475,1,0.97,0.895,1,0.9425,0.97,0.97
+13,0.9775,0.9425,0.865,0.955,0.9775,1,0.9125,0.91,0.925,0.93,1,0.94,0.9375,0.9425,0.965,0.9075,0.91,0.95,0.9,0.9175,0.9,1,0.9675,0.9675,0.9725,0.9675,0.965,0.96,0.9475,1,0.965,0.9175,0.97,1,1,1,0.965,1,0.86,0.91,0.8425,0.97,0.92,1,0.97,0.89,1,0.94,0.97,1
+14,0.965,0.895,0.845,0.9425,0.97,1,0.9025,0.8875,0.91,0.95,0.965,0.94,0.95,0.9375,0.9475,0.8575,0.8925,0.96,0.93,0.9075,0.925,1,0.9,0.975,0.97,0.955,0.93,0.9475,0.9375,0.91,0.975,0.8825,0.9575,0.945,1,0.96,0.935,1,0.8375,0.915,0.835,0.9375,0.9225,0.975,0.93,0.875,1,0.935,0.97,1
+15,0.9275,0.82,0.8025,0.9225,0.8875,0.9725,0.83,0.825,0.88,0.9075,0.93,0.8525,0.8525,0.8575,0.8125,0.8425,0.87,0.845,0.88,0.83,0.8525,0.97,0.835,0.9625,0.915,0.93,0.8875,0.8675,0.9125,0.9325,0.91,0.8525,0.84,0.96,0.9275,0.9025,0.93,0.945,0.8175,0.9025,0.8025,0.9075,0.8675,0.93,0.8875,0.87,0.93,0.84,0.935,0.945
+16,0.96,0.9025,0.8575,0.9475,0.9275,1,0.9025,0.8875,0.89,0.9475,0.935,0.9325,0.9225,0.9375,0.945,0.865,0.905,0.9275,0.895,0.895,0.9,0.975,0.9,0.975,0.935,0.95,0.9225,0.925,0.94,0.905,1,0.905,0.94,0.91,0.97,0.93,0.935,0.975,0.865,0.915,0.85,0.9275,0.925,0.9475,0.9225,0.885,0.9775,0.875,0.94,0.975
+17,0.8875,0.8525,0.815,0.955,0.9,0.9725,0.86,0.895,0.87,0.885,0.93,0.8875,0.8675,0.9,0.885,0.855,0.88,0.8425,0.89,0.885,0.9,0.9375,0.875,0.935,0.905,0.895,0.9,0.8975,0.8975,0.9025,0.965,0.91,0.8975,0.93,0.9275,0.9075,0.925,0.94,0.8525,0.8875,0.815,0.905,0.8625,0.925,0.93,0.865,0.9075,0.875,0.93,0.915
+18,0.97,0.9125,0.86,0.95,0.9475,1,0.925,0.92,0.895,0.95,0.945,0.9425,0.9325,0.95,0.955,0.8775,0.905,0.9525,0.9,0.9325,0.9,1,0.9375,0.975,0.97,0.955,0.92,0.955,0.94,0.93,0.975,0.91,0.965,0.94,1,0.9375,0.9325,0.9775,0.8675,0.91,0.8725,0.9325,0.9225,0.975,0.93,0.895,1,0.9175,0.94,0.9775
+19,0.8825,0.8725,0.8125,0.955,0.8975,0.97,0.895,0.875,0.8025,0.825,0.93,0.9175,0.89,0.92,0.885,0.885,0.9175,0.8325,0.89,0.8975,0.8975,0.93,0.885,0.9025,0.8975,0.8975,0.905,0.855,0.8975,0.8825,0.96,0.925,0.93,0.925,0.93,0.9625,0.8875,0.91,0.8825,0.8975,0.865,0.8825,0.835,0.9075,0.93,0.8575,0.905,0.885,0.8925,0.8975
+20,1,0.9,0.86,0.96,1,1,0.9175,0.9,0.9325,0.95,1,0.94,0.96,0.945,0.96,0.905,0.915,0.975,0.8975,0.925,0.9,1,0.97,0.965,0.975,0.96,0.97,0.9675,0.945,0.9425,0.97,0.915,0.97,0.9775,1,1,0.945,1,0.8625,0.9125,0.8625,0.97,0.95,1,0.97,0.895,1,0.9475,0.965,0.9775
+21,0.975,0.9325,0.8525,0.9625,0.9775,1,0.88,0.9075,0.9175,0.93,1,0.915,0.9375,0.9425,0.96,0.8875,0.915,0.9225,0.93,0.93,0.895,1,0.94,0.965,0.97,0.97,0.9475,0.9625,0.945,0.97,0.975,0.91,0.97,0.95,1,1,0.96,1,0.87,0.92,0.83,0.945,0.9225,0.9675,0.945,0.89,1,0.94,0.97,1
+22,0.97,0.94,0.8625,0.95,0.97,1,0.9275,0.9175,0.92,0.9475,0.97,0.965,0.95,0.95,0.9525,0.8975,0.905,0.9625,0.8975,0.93,0.9025,1,0.94,0.97,0.95,0.955,0.935,0.96,0.94,0.93,0.975,0.91,0.9675,0.94,1,0.965,0.94,1,0.87,0.91,0.87,0.935,0.925,0.975,0.9325,0.8925,1,0.92,0.94,0.975
+23,0.94,0.87,0.8025,0.95,0.935,1,0.92,0.8975,0.905,0.9075,0.9425,0.9325,0.915,0.9225,0.885,0.905,0.8825,0.8975,0.93,0.915,0.93,0.975,0.96,0.9675,0.97,0.965,0.905,0.9275,0.9475,0.9375,1,0.935,0.905,0.96,0.96,1,0.96,1,0.8625,0.9325,0.865,0.945,0.8975,0.96,0.9375,0.925,0.9475,0.925,0.9125,0.9475
+24,1,0.94,0.86,0.965,0.975,0.9725,0.93,0.925,0.955,0.95,1,0.97,0.96,0.96,0.9675,0.95,0.925,0.975,0.905,0.94,0.905,1,0.97,0.965,0.9775,0.975,0.965,0.9675,0.97,0.975,0.9675,0.94,0.975,0.97,1,1,0.9425,1,0.88,0.915,0.88,0.9675,0.925,0.975,0.97,0.905,1,0.95,0.965,0.975
+25,0.945,0.94,0.885,0.96,0.9725,1,0.9225,0.905,0.925,0.9225,1,0.945,0.9525,0.96,0.975,0.95,0.925,0.965,0.91,0.93,0.905,1,0.94,0.965,0.9425,0.97,0.9675,0.935,0.9375,0.94,0.965,0.94,0.9725,0.93,1,1,0.9375,1,0.8925,0.9275,0.8725,0.945,0.925,0.97,0.9425,0.9,1,0.95,0.965,1
+26,0.97,0.92,0.865,0.9475,0.975,0.965,0.935,0.895,0.94,0.955,1,0.93,0.94,0.97,0.97,0.935,0.905,0.97,0.925,0.94,0.905,0.975,0.965,0.955,0.965,0.975,0.96,0.97,0.94,0.9675,0.96,0.94,0.97,0.965,0.97,0.975,0.96,0.975,0.885,0.93,0.885,0.96,0.95,0.965,0.9625,0.93,0.975,0.965,0.9625,0.945
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_37.csv
new file mode 100644
index 0000000..e2576de
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.856
+2,BCorrU,0.856
+3,BF_BCmean,0.828
+4,BF_BCmedian,0.822
+5,BF_PF_BCmean,0.834
+6,BF_PF_BCmedian,0.822
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.8295
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.834
+12,T_BCmean,0.96225
+13,T_BCmedian,0.9615
+14,T_BF_BCmean,0.94
+15,T_BF_BCmedian,0.8845
+16,T_BF_PF_BCmean,0.9245
+17,T_BF_PF_BCmedian,0.89125
+18,T_BF_PFmean,0.93125
+19,T_BF_PFmedian,0.8905
+20,T_BFmean,0.96
+21,T_BFmedian,0.945
+22,T_PF_BCmean,0.935
+23,T_PF_BCmedian,0.92825
+24,T_PFmean,0.96375
+25,T_PFmedian,0.93775
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_73.csv
new file mode 100644
index 0000000..e2576de
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.856
+2,BCorrU,0.856
+3,BF_BCmean,0.828
+4,BF_BCmedian,0.822
+5,BF_PF_BCmean,0.834
+6,BF_PF_BCmedian,0.822
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.8295
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.834
+12,T_BCmean,0.96225
+13,T_BCmedian,0.9615
+14,T_BF_BCmean,0.94
+15,T_BF_BCmedian,0.8845
+16,T_BF_PF_BCmean,0.9245
+17,T_BF_PF_BCmedian,0.89125
+18,T_BF_PFmean,0.93125
+19,T_BF_PFmedian,0.8905
+20,T_BFmean,0.96
+21,T_BFmedian,0.945
+22,T_PF_BCmean,0.935
+23,T_PF_BCmedian,0.92825
+24,T_PFmean,0.96375
+25,T_PFmedian,0.93775
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_equal.csv
new file mode 100644
index 0000000..83cefc3
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.866666666666666
+2,BCorrU,0.866666666666666
+3,BF_BCmean,0.82
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.83125
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.8275
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.83
+12,T_BCmean,0.96375
+13,T_BCmedian,0.9625
+14,T_BF_BCmean,0.93875
+15,T_BF_BCmedian,0.8875
+16,T_BF_PF_BCmean,0.9275
+17,T_BF_PF_BCmedian,0.8975
+18,T_BF_PFmean,0.93875
+19,T_BF_PFmedian,0.8975
+20,T_BFmean,0.96
+21,T_BFmedian,0.945
+22,T_PF_BCmean,0.94
+23,T_PF_BCmedian,0.9325
+24,T_PFmean,0.96625
+25,T_PFmedian,0.945
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..8a4ff02
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.88
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.88
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.94
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.94
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..cebe32e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.893333333333333
+2,BCorrU,0.893333333333333
+3,BF_BCmean,0.8
+4,BF_BCmedian,0.78
+5,BF_PF_BCmean,0.8225
+6,BF_PF_BCmedian,0.78
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.8175
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.82
+12,T_BCmean,0.97
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.94
+15,T_BF_BCmedian,0.895
+16,T_BF_PF_BCmean,0.9325
+17,T_BF_PF_BCmedian,0.9125
+18,T_BF_PFmean,0.945
+19,T_BF_PFmedian,0.9125
+20,T_BFmean,0.9675
+21,T_BFmedian,0.9625
+22,T_PF_BCmean,0.95
+23,T_PF_BCmedian,0.945
+24,T_PFmean,0.9725
+25,T_PFmedian,0.96
+26,Tigress,0.9625
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_37.csv
new file mode 100644
index 0000000..c7b73df
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.976
+2,BCorrU,43.544
+3,BF_BCmean,41.4555
+4,BF_BCmedian,41.1225
+5,BF_PF_BCmean,41.8205
+6,BF_PF_BCmedian,41.096
+7,BF_PFmean,41.938
+8,BF_PFmedian,41.441
+9,PCohF,48.896
+10,PF_BCmean,41.94
+11,PF_BCmedian,41.5855
+12,T_BCmean,47.5325
+13,T_BCmedian,47.4935
+14,T_BF_BCmean,46.8435
+15,T_BF_BCmedian,44.413
+16,T_BF_PF_BCmean,46.216
+17,T_BF_PF_BCmedian,44.7715
+18,T_BF_PFmean,46.7855
+19,T_BF_PFmedian,44.686
+20,T_BFmean,47.4765
+21,T_BFmedian,47.139
+22,T_PF_BCmean,47.05
+23,T_PF_BCmedian,46.3745
+24,T_PFmean,47.6865
+25,T_PFmedian,47.2885
+26,Tigress,47.292
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_73.csv
new file mode 100644
index 0000000..c7b73df
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.976
+2,BCorrU,43.544
+3,BF_BCmean,41.4555
+4,BF_BCmedian,41.1225
+5,BF_PF_BCmean,41.8205
+6,BF_PF_BCmedian,41.096
+7,BF_PFmean,41.938
+8,BF_PFmedian,41.441
+9,PCohF,48.896
+10,PF_BCmean,41.94
+11,PF_BCmedian,41.5855
+12,T_BCmean,47.5325
+13,T_BCmedian,47.4935
+14,T_BF_BCmean,46.8435
+15,T_BF_BCmedian,44.413
+16,T_BF_PF_BCmean,46.216
+17,T_BF_PF_BCmedian,44.7715
+18,T_BF_PFmean,46.7855
+19,T_BF_PFmedian,44.686
+20,T_BFmean,47.4765
+21,T_BFmedian,47.139
+22,T_PF_BCmean,47.05
+23,T_PF_BCmedian,46.3745
+24,T_PFmean,47.6865
+25,T_PFmedian,47.2885
+26,Tigress,47.292
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..991b0d6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.2266666666667
+2,BCorrU,43.88
+3,BF_BCmean,41.0925
+4,BF_BCmedian,40.5375
+5,BF_PF_BCmean,41.7275
+6,BF_PF_BCmedian,40.52
+7,BF_PFmean,41.95
+8,BF_PFmedian,41.175
+9,PCohF,49.0133333333333
+10,PF_BCmean,41.98
+11,PF_BCmedian,41.3625
+12,T_BCmean,47.5675
+13,T_BCmedian,47.5025
+14,T_BF_BCmean,46.7925
+15,T_BF_BCmedian,44.315
+16,T_BF_PF_BCmean,46.28
+17,T_BF_PF_BCmedian,44.8325
+18,T_BF_PFmean,46.8825
+19,T_BF_PFmedian,44.77
+20,T_BFmean,47.5275
+21,T_BFmedian,47.205
+22,T_PF_BCmean,47.11
+23,T_PF_BCmedian,46.5175
+24,T_PFmean,47.7975
+25,T_PFmedian,47.4275
+26,Tigress,47.46
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..583a3ec
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.6
+2,BCorrU,43.04
+3,BF_BCmean,42
+4,BF_BCmedian,42
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.96
+7,BF_PFmean,41.92
+8,BF_PFmedian,41.84
+9,PCohF,48.72
+10,PF_BCmean,41.88
+11,PF_BCmedian,41.92
+12,T_BCmean,47.48
+13,T_BCmedian,47.48
+14,T_BF_BCmean,46.92
+15,T_BF_BCmedian,44.56
+16,T_BF_PF_BCmean,46.12
+17,T_BF_PF_BCmedian,44.68
+18,T_BF_PFmean,46.64
+19,T_BF_PFmedian,44.56
+20,T_BFmean,47.4
+21,T_BFmedian,47.04
+22,T_PF_BCmean,46.96
+23,T_PF_BCmedian,46.16
+24,T_PFmean,47.52
+25,T_PFmedian,47.08
+26,Tigress,47.04
diff --git a/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..8524330
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim15/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.8533333333333
+2,BCorrU,44.72
+3,BF_BCmean,40.185
+4,BF_BCmedian,39.075
+5,BF_PF_BCmean,41.495
+6,BF_PF_BCmedian,39.08
+7,BF_PFmean,41.98
+8,BF_PFmedian,40.51
+9,PCohF,49.3066666666667
+10,PF_BCmean,42.08
+11,PF_BCmedian,40.805
+12,T_BCmean,47.655
+13,T_BCmedian,47.525
+14,T_BF_BCmean,46.665
+15,T_BF_BCmedian,44.07
+16,T_BF_PF_BCmean,46.44
+17,T_BF_PF_BCmedian,44.985
+18,T_BF_PFmean,47.125
+19,T_BF_PFmedian,44.98
+20,T_BFmean,47.655
+21,T_BFmedian,47.37
+22,T_PF_BCmean,47.26
+23,T_PF_BCmedian,46.875
+24,T_PFmean,48.075
+25,T_PFmedian,47.775
+26,Tigress,47.88
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..98f9d36
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim16Sub001,sim16Sub002,sim16Sub003,sim16Sub004,sim16Sub005,sim16Sub006,sim16Sub007,sim16Sub008,sim16Sub009,sim16Sub010,sim16Sub011,sim16Sub012,sim16Sub013,sim16Sub014,sim16Sub015,sim16Sub016,sim16Sub017,sim16Sub018,sim16Sub019,sim16Sub020,sim16Sub021,sim16Sub022,sim16Sub023,sim16Sub024,sim16Sub025,sim16Sub026,sim16Sub027,sim16Sub028,sim16Sub029,sim16Sub030,sim16Sub031,sim16Sub032,sim16Sub033,sim16Sub034,sim16Sub035,sim16Sub036,sim16Sub037,sim16Sub038,sim16Sub039,sim16Sub040,sim16Sub041,sim16Sub042,sim16Sub043,sim16Sub044,sim16Sub045,sim16Sub046,sim16Sub047,sim16Sub048,sim16Sub049,sim16Sub050
+1,BCohF,0.92,1,0.92,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.84,0.92,0.84,0.92,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.92,0.92,0.84,1,0.92,0.92,1,0.92,0.92,0.92,0.92,0.84,1,0.92,0.92,0.92,0.92,1,0.92,0.92,0.84,1,0.92,0.92,0.84,0.92,0.84,0.92,1
+2,BCorrU,0.92,0.84,0.84,0.92,0.92,0.92,0.84,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.84,0.92,0.92,1,0.84,0.92,0.84,0.92,1,0.76,0.84,0.84,0.84,0.92,0.92,0.92,0.92,0.84,0.92,0.92,0.84,0.76,0.84,0.92,0.84,0.84,0.92,0.84,0.92,0.92,1,1,1,0.84,0.84,1
+3,BF_BCmean,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+4,BF_BCmedian,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+5,BF_PF_BCmean,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+6,BF_PF_BCmedian,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+7,BF_PFmean,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.72,0.72,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76
+8,BF_PFmedian,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.72,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+9,PCohF,0.84,1,0.92,0.92,0.92,1,0.92,0.92,0.84,0.84,0.92,1,0.84,0.92,1,0.84,0.92,1,0.92,0.84,0.92,0.92,1,0.84,0.92,0.92,0.92,1,0.92,0.92,0.84,1,0.84,1,0.92,0.92,0.92,0.92,1,0.92,0.92,0.84,1,0.92,0.92,0.84,0.92,0.84,0.92,1
+10,PF_BCmean,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+11,PF_BCmedian,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.72,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76,0.76
+12,T_BCmean,0.8,0.8,0.8,0.8,0.84,0.88,0.76,0.76,0.8,0.76,0.88,0.8,0.84,0.8,0.8,0.8,0.88,0.88,0.84,0.88,0.76,0.8,0.8,0.76,0.8,0.88,0.84,0.88,0.84,0.76,0.84,0.8,0.76,0.84,0.76,0.84,0.8,0.84,0.88,0.88,0.84,0.84,0.92,0.72,0.88,0.8,0.84,0.84,0.88,0.92
+13,T_BCmedian,0.8,0.8,0.8,0.76,0.84,0.88,0.8,0.76,0.8,0.76,0.88,0.76,0.8,0.8,0.8,0.8,0.88,0.88,0.84,0.88,0.76,0.8,0.8,0.8,0.8,0.88,0.76,0.88,0.88,0.76,0.84,0.8,0.76,0.84,0.76,0.84,0.8,0.8,0.88,0.84,0.84,0.8,0.88,0.8,0.84,0.8,0.84,0.84,0.88,0.92
+14,T_BF_BCmean,0.8,0.8,0.8,0.8,0.8,0.92,0.76,0.76,0.8,0.76,0.88,0.8,0.8,0.8,0.8,0.8,0.88,0.88,0.8,0.84,0.76,0.76,0.8,0.76,0.8,0.88,0.8,0.84,0.84,0.76,0.88,0.8,0.76,0.84,0.76,0.84,0.76,0.8,0.84,0.84,0.8,0.84,0.92,0.8,0.84,0.8,0.8,0.8,0.88,0.92
+15,T_BF_BCmedian,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.76,0.88,0.88,0.84,0.88,0.88,0.8,0.88,0.8,0.8,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.8,0.8,0.84,0.76,0.88,0.8,0.84,0.8,0.8,0.92,0.8,0.88,0.84,0.88,0.8,0.84,0.8,0.84,0.88,0.88,0.84
+16,T_BF_PF_BCmean,0.84,0.8,0.8,0.8,0.8,0.92,0.8,0.76,0.8,0.76,0.88,0.8,0.8,0.8,0.8,0.8,0.88,0.88,0.8,0.84,0.76,0.76,0.8,0.76,0.8,0.84,0.8,0.88,0.84,0.76,0.88,0.8,0.76,0.88,0.76,0.8,0.76,0.76,0.84,0.84,0.8,0.84,0.88,0.8,0.84,0.8,0.76,0.8,0.88,0.88
+17,T_BF_PF_BCmedian,0.8,0.84,0.76,0.8,0.8,0.84,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.84,0.84,0.8,0.88,0.84,0.8,0.84,0.8,0.76,0.8,0.84,0.8,0.8,0.8,0.8,0.88,0.8,0.76,0.8,0.76,0.84,0.8,0.8,0.8,0.76,0.84,0.8,0.88,0.84,0.88,0.8,0.8,0.8,0.84,0.8,0.84,0.84
+18,T_BF_PFmean,0.8,0.84,0.8,0.8,0.8,0.88,0.76,0.76,0.8,0.76,0.88,0.8,0.8,0.8,0.8,0.84,0.88,0.88,0.84,0.88,0.76,0.76,0.8,0.76,0.8,0.88,0.8,0.88,0.84,0.76,0.84,0.8,0.76,0.84,0.76,0.84,0.76,0.8,0.84,0.84,0.8,0.84,0.92,0.8,0.84,0.8,0.8,0.8,0.88,0.92
+19,T_BF_PFmedian,0.76,0.8,0.76,0.8,0.8,0.8,0.76,0.8,0.8,0.76,0.76,0.76,0.76,0.8,0.84,0.76,0.8,0.8,0.8,0.8,0.8,0.8,0.8,0.76,0.76,0.76,0.8,0.8,0.8,0.76,0.76,0.76,0.76,0.76,0.8,0.76,0.76,0.72,0.8,0.8,0.8,0.76,0.8,0.76,0.8,0.76,0.8,0.76,0.76,0.76
+20,T_BFmean,0.8,0.84,0.8,0.76,0.84,0.88,0.76,0.76,0.8,0.76,0.88,0.8,0.8,0.8,0.84,0.8,0.88,0.88,0.84,0.88,0.76,0.8,0.84,0.76,0.8,0.88,0.84,0.88,0.84,0.76,0.84,0.8,0.76,0.84,0.76,0.84,0.8,0.8,0.88,0.84,0.8,0.84,0.92,0.76,0.84,0.8,0.8,0.84,0.88,0.92
+21,T_BFmedian,0.8,0.8,0.76,0.76,0.84,0.88,0.8,0.76,0.8,0.76,0.88,0.8,0.84,0.76,0.8,0.8,0.88,0.88,0.84,0.84,0.8,0.8,0.8,0.76,0.8,0.88,0.8,0.88,0.8,0.76,0.8,0.8,0.76,0.88,0.76,0.84,0.8,0.8,0.88,0.84,0.84,0.84,0.92,0.76,0.84,0.8,0.84,0.84,0.88,0.92
+22,T_PF_BCmean,0.8,0.8,0.8,0.8,0.8,0.88,0.76,0.76,0.8,0.76,0.88,0.8,0.8,0.8,0.8,0.8,0.88,0.92,0.8,0.84,0.76,0.76,0.8,0.76,0.8,0.88,0.8,0.84,0.84,0.76,0.84,0.8,0.76,0.84,0.76,0.84,0.76,0.8,0.84,0.84,0.8,0.84,0.92,0.8,0.84,0.8,0.8,0.8,0.88,0.92
+23,T_PF_BCmedian,0.8,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.8,0.8,0.88,0.8,0.76,0.88,0.88,0.84,0.88,0.88,0.8,0.88,0.8,0.84,0.84,0.8,0.8,0.88,0.8,0.84,0.88,0.8,0.84,0.84,0.76,0.88,0.8,0.84,0.8,0.8,0.92,0.84,0.88,0.84,0.88,0.8,0.84,0.8,0.84,0.88,0.88,0.84
+24,T_PFmean,0.8,0.84,0.8,0.76,0.84,0.88,0.76,0.76,0.8,0.76,0.88,0.8,0.8,0.8,0.84,0.8,0.88,0.88,0.84,0.88,0.8,0.8,0.84,0.76,0.8,0.88,0.84,0.88,0.84,0.76,0.88,0.8,0.76,0.84,0.76,0.84,0.8,0.84,0.88,0.84,0.8,0.84,0.92,0.76,0.84,0.76,0.8,0.84,0.88,0.92
+25,T_PFmedian,0.8,0.84,0.76,0.8,0.84,0.88,0.8,0.76,0.8,0.76,0.88,0.8,0.84,0.8,0.8,0.8,0.88,0.88,0.84,0.84,0.8,0.8,0.8,0.76,0.84,0.88,0.76,0.88,0.8,0.76,0.84,0.8,0.76,0.88,0.76,0.84,0.8,0.8,0.88,0.84,0.8,0.84,0.88,0.76,0.8,0.8,0.84,0.84,0.88,0.92
+26,Tigress,0.8,0.84,0.8,0.76,0.84,0.88,0.76,0.72,0.8,0.76,0.88,0.8,0.84,0.8,0.84,0.8,0.88,0.88,0.8,0.88,0.84,0.8,0.84,0.76,0.8,0.88,0.8,0.88,0.84,0.72,0.88,0.8,0.76,0.84,0.76,0.8,0.84,0.84,0.88,0.84,0.8,0.84,0.92,0.72,0.84,0.76,0.84,0.84,0.88,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..541f04e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim16Sub001,sim16Sub002,sim16Sub003,sim16Sub004,sim16Sub005,sim16Sub006,sim16Sub007,sim16Sub008,sim16Sub009,sim16Sub010,sim16Sub011,sim16Sub012,sim16Sub013,sim16Sub014,sim16Sub015,sim16Sub016,sim16Sub017,sim16Sub018,sim16Sub019,sim16Sub020,sim16Sub021,sim16Sub022,sim16Sub023,sim16Sub024,sim16Sub025,sim16Sub026,sim16Sub027,sim16Sub028,sim16Sub029,sim16Sub030,sim16Sub031,sim16Sub032,sim16Sub033,sim16Sub034,sim16Sub035,sim16Sub036,sim16Sub037,sim16Sub038,sim16Sub039,sim16Sub040,sim16Sub041,sim16Sub042,sim16Sub043,sim16Sub044,sim16Sub045,sim16Sub046,sim16Sub047,sim16Sub048,sim16Sub049,sim16Sub050
+1,BCohF,0.896103896103896,1,0.922077922077922,0.922077922077922,0.948051948051948,0.974025974025974,0.922077922077922,0.948051948051948,0.844155844155844,0.922077922077922,0.935064935064935,0.935064935064935,0.844155844155844,0.948051948051948,0.974025974025974,0.87012987012987,0.87012987012987,0.948051948051948,0.961038961038961,0.909090909090909,0.922077922077922,0.844155844155844,0.974025974025974,0.818181818181818,1,0.948051948051948,0.948051948051948,1,0.948051948051948,0.896103896103896,0.87012987012987,0.948051948051948,0.857142857142857,1,0.948051948051948,0.974025974025974,0.87012987012987,0.87012987012987,1,0.922077922077922,0.948051948051948,0.922077922077922,1,0.896103896103896,0.948051948051948,0.883116883116883,0.87012987012987,0.844155844155844,0.948051948051948,1
+2,BCorrU,0.87012987012987,0.922077922077922,0.909090909090909,0.922077922077922,0.922077922077922,0.974025974025974,0.935064935064935,0.922077922077922,0.935064935064935,0.948051948051948,0.948051948051948,0.948051948051948,0.818181818181818,0.974025974025974,0.896103896103896,0.974025974025974,0.922077922077922,1,0.896103896103896,0.961038961038961,0.896103896103896,0.844155844155844,1,0.779220779220779,0.935064935064935,0.792207792207792,0.922077922077922,0.896103896103896,0.961038961038961,0.896103896103896,0.896103896103896,0.857142857142857,0.87012987012987,0.922077922077922,0.896103896103896,0.792207792207792,0.896103896103896,0.909090909090909,0.805194805194805,0.87012987012987,0.922077922077922,0.909090909090909,0.987012987012987,0.909090909090909,1,1,1,0.922077922077922,0.922077922077922,1
+3,BF_BCmean,0.738095238095238,0.785714285714286,0.761904761904762,0.761904761904762,0.777777777777778,0.793650793650794,0.777777777777778,0.761904761904762,0.746031746031746,0.761904761904762,0.777777777777778,0.777777777777778,0.698412698412698,0.78968253968254,0.761904761904762,0.777777777777778,0.753968253968254,0.801587301587302,0.76984126984127,0.777777777777778,0.761904761904762,0.714285714285714,0.793650793650794,0.698412698412698,0.793650793650794,0.73015873015873,0.777777777777778,0.813492063492064,0.777777777777778,0.75,0.742063492063492,0.761904761904762,0.746031746031746,0.785714285714286,0.753968253968254,0.698412698412698,0.753968253968254,0.738095238095238,0.753968253968254,0.746031746031746,0.761904761904762,0.761904761904762,0.80952380952381,0.746031746031746,0.813492063492064,0.761904761904762,0.753968253968254,0.746031746031746,0.777777777777778,0.80952380952381
+4,BF_BCmedian,0.73015873015873,0.706349206349206,0.746031746031746,0.698412698412698,0.714285714285714,0.753968253968254,0.761904761904762,0.746031746031746,0.738095238095238,0.722222222222222,0.650793650793651,0.746031746031746,0.571428571428571,0.75,0.777777777777778,0.761904761904762,0.746031746031746,0.698412698412698,0.686507936507937,0.793650793650794,0.753968253968254,0.682539682539683,0.746031746031746,0.674603174603175,0.658730158730159,0.555555555555555,0.746031746031746,0.698412698412698,0.73015873015873,0.722222222222222,0.738095238095238,0.666666666666667,0.714285714285714,0.80952380952381,0.746031746031746,0.650793650793651,0.777777777777778,0.662698412698413,0.777777777777778,0.619047619047619,0.690476190476191,0.706349206349206,0.753968253968254,0.714285714285714,0.746031746031746,0.777777777777778,0.793650793650794,0.777777777777778,0.80952380952381,0.69047619047619
+5,BF_PF_BCmean,0.746031746031746,0.793650793650794,0.761904761904762,0.761904761904762,0.793650793650794,0.80952380952381,0.785714285714286,0.761904761904762,0.746031746031746,0.761904761904762,0.80952380952381,0.793650793650794,0.718253968253968,0.785714285714286,0.785714285714286,0.753968253968254,0.746031746031746,0.805555555555556,0.785714285714286,0.773809523809524,0.761904761904762,0.714285714285714,0.80952380952381,0.694444444444444,0.793650793650794,0.761904761904762,0.777777777777778,0.813492063492064,0.777777777777778,0.746031746031746,0.746031746031746,0.76984126984127,0.746031746031746,0.80952380952381,0.761904761904762,0.746031746031746,0.746031746031746,0.738095238095238,0.777777777777778,0.777777777777778,0.761904761904762,0.761904761904762,0.80952380952381,0.746031746031746,0.80952380952381,0.761904761904762,0.746031746031746,0.714285714285714,0.777777777777778,0.80952380952381
+6,BF_PF_BCmedian,0.714285714285714,0.714285714285714,0.746031746031746,0.746031746031746,0.746031746031746,0.761904761904762,0.722222222222222,0.746031746031746,0.746031746031746,0.698412698412698,0.603174603174603,0.73015873015873,0.603174603174603,0.761904761904762,0.746031746031746,0.714285714285714,0.658730158730159,0.682539682539683,0.682539682539683,0.761904761904762,0.746031746031746,0.698412698412698,0.753968253968254,0.714285714285714,0.69047619047619,0.615079365079365,0.746031746031746,0.722222222222222,0.682539682539683,0.714285714285714,0.714285714285714,0.722222222222222,0.73015873015873,0.761904761904762,0.73015873015873,0.722222222222222,0.80952380952381,0.662698412698413,0.793650793650793,0.650793650793651,0.69047619047619,0.682539682539683,0.73015873015873,0.698412698412698,0.722222222222222,0.753968253968254,0.73015873015873,0.714285714285714,0.80952380952381,0.714285714285714
+7,BF_PFmean,0.761904761904762,0.80952380952381,0.761904761904762,0.777777777777778,0.785714285714286,0.80952380952381,0.777777777777778,0.777777777777778,0.722222222222222,0.777777777777778,0.76984126984127,0.793650793650794,0.714285714285714,0.777777777777778,0.793650793650794,0.738095238095238,0.761904761904762,0.793650793650794,0.785714285714286,0.746031746031746,0.761904761904762,0.73015873015873,0.805555555555556,0.694444444444444,0.78968253968254,0.777777777777778,0.777777777777778,0.805555555555556,0.777777777777778,0.746031746031746,0.746031746031746,0.777777777777778,0.73015873015873,0.80952380952381,0.793650793650794,0.777777777777778,0.73015873015873,0.73015873015873,0.80952380952381,0.777777777777778,0.777777777777778,0.761904761904762,0.80952380952381,0.746031746031746,0.777777777777778,0.746031746031746,0.738095238095238,0.682539682539683,0.773809523809524,0.80952380952381
+8,BF_PFmedian,0.73015873015873,0.73015873015873,0.757936507936508,0.746031746031746,0.761904761904762,0.777777777777778,0.738095238095238,0.746031746031746,0.73015873015873,0.698412698412698,0.619047619047619,0.738095238095238,0.603174603174603,0.761904761904762,0.777777777777778,0.714285714285714,0.634920634920635,0.682539682539683,0.674603174603175,0.761904761904762,0.746031746031746,0.682539682539683,0.761904761904762,0.73015873015873,0.682539682539683,0.615079365079365,0.777777777777778,0.702380952380952,0.682539682539683,0.714285714285714,0.698412698412698,0.738095238095238,0.73015873015873,0.757936507936508,0.73015873015873,0.714285714285714,0.80952380952381,0.662698412698413,0.797619047619048,0.650793650793651,0.698412698412698,0.658730158730159,0.746031746031746,0.69047619047619,0.714285714285714,0.753968253968254,0.761904761904762,0.73015873015873,0.80952380952381,0.73015873015873
+9,PCohF,0.922077922077922,1,0.922077922077922,0.948051948051948,0.974025974025974,1,0.948051948051948,0.987012987012987,0.87012987012987,0.935064935064935,0.974025974025974,1,0.844155844155844,0.974025974025974,1,0.87012987012987,0.922077922077922,1,0.974025974025974,0.922077922077922,0.896103896103896,0.87012987012987,1,0.792207792207792,0.948051948051948,0.948051948051948,0.961038961038961,1,0.948051948051948,0.896103896103896,0.87012987012987,1,0.857142857142857,1,0.974025974025974,0.948051948051948,0.883116883116883,0.87012987012987,1,0.948051948051948,0.974025974025974,0.896103896103896,1,0.896103896103896,0.948051948051948,0.87012987012987,0.896103896103896,0.792207792207792,0.974025974025974,1
+10,PF_BCmean,0.746031746031746,0.793650793650794,0.761904761904762,0.761904761904762,0.793650793650793,0.80952380952381,0.80952380952381,0.761904761904762,0.76984126984127,0.765873015873016,0.801587301587302,0.793650793650794,0.706349206349206,0.801587301587302,0.785714285714286,0.76984126984127,0.761904761904762,0.813492063492064,0.785714285714286,0.777777777777778,0.761904761904762,0.714285714285714,0.80952380952381,0.694444444444444,0.785714285714286,0.73015873015873,0.777777777777778,0.80952380952381,0.777777777777778,0.742063492063492,0.746031746031746,0.761904761904762,0.746031746031746,0.80952380952381,0.746031746031746,0.714285714285714,0.746031746031746,0.746031746031746,0.738095238095238,0.746031746031746,0.761904761904762,0.746031746031746,0.80952380952381,0.746031746031746,0.80952380952381,0.777777777777778,0.777777777777778,0.722222222222222,0.777777777777778,0.80952380952381
+11,PF_BCmedian,0.714285714285714,0.714285714285714,0.75,0.714285714285714,0.682539682539683,0.76984126984127,0.761904761904762,0.746031746031746,0.746031746031746,0.73015873015873,0.666666666666667,0.761904761904762,0.571428571428571,0.746031746031746,0.777777777777778,0.777777777777778,0.73015873015873,0.698412698412698,0.686507936507937,0.777777777777778,0.76984126984127,0.650793650793651,0.753968253968254,0.682539682539683,0.666666666666667,0.563492063492063,0.746031746031746,0.682539682539683,0.738095238095238,0.714285714285714,0.73015873015873,0.69047619047619,0.714285714285714,0.781746031746032,0.746031746031746,0.650793650793651,0.793650793650794,0.646825396825397,0.777777777777778,0.619047619047619,0.698412698412698,0.706349206349206,0.785714285714286,0.714285714285714,0.714285714285714,0.777777777777778,0.793650793650794,0.793650793650794,0.80952380952381,0.682539682539683
+12,T_BCmean,0.821428571428571,0.833333333333333,0.845238095238095,0.777777777777778,0.845238095238095,0.940476190476191,0.765873015873016,0.76984126984127,0.753968253968254,0.757936507936508,0.920634920634921,0.797619047619048,0.884920634920635,0.773809523809524,0.813492063492064,0.865079365079365,0.904761904761905,0.936507936507937,0.80952380952381,0.896825396825397,0.793650793650794,0.817460317460317,0.845238095238095,0.738095238095238,0.845238095238095,0.873015873015873,0.829365079365079,0.932539682539683,0.876984126984127,0.73015873015873,0.900793650793651,0.742063492063492,0.674603174603175,0.849206349206349,0.738095238095238,0.861111111111111,0.837301587301587,0.813492063492063,0.873015873015873,0.876984126984127,0.841269841269841,0.880952380952381,0.964285714285714,0.726190476190476,0.880952380952381,0.76984126984127,0.845238095238095,0.841269841269841,0.912698412698413,0.972222222222222
+13,T_BCmedian,0.857142857142857,0.80952380952381,0.813492063492064,0.765873015873016,0.857142857142857,0.920634920634921,0.765873015873016,0.757936507936508,0.777777777777778,0.734126984126984,0.888888888888889,0.78968253968254,0.833333333333333,0.793650793650794,0.829365079365079,0.849206349206349,0.888888888888889,0.908730158730159,0.75,0.896825396825397,0.821428571428571,0.785714285714286,0.837301587301587,0.742063492063492,0.845238095238095,0.873015873015873,0.813492063492063,0.904761904761905,0.908730158730159,0.714285714285714,0.880952380952381,0.73015873015873,0.67063492063492,0.884920634920635,0.742063492063492,0.738095238095238,0.817460317460317,0.801587301587302,0.873015873015873,0.861111111111111,0.817460317460317,0.861111111111111,0.956349206349207,0.722222222222222,0.892857142857143,0.793650793650794,0.825396825396825,0.849206349206349,0.936507936507937,0.952380952380953
+14,T_BF_BCmean,0.801587301587301,0.837301587301587,0.781746031746032,0.781746031746032,0.825396825396825,0.952380952380952,0.793650793650794,0.757936507936508,0.757936507936508,0.75,0.920634920634921,0.78968253968254,0.861111111111111,0.785714285714286,0.801587301587302,0.865079365079365,0.904761904761905,0.936507936507937,0.785714285714286,0.873015873015873,0.777777777777778,0.785714285714286,0.841269841269841,0.706349206349206,0.829365079365079,0.876984126984127,0.785714285714286,0.920634920634921,0.853174603174603,0.73015873015873,0.880952380952381,0.76984126984127,0.686507936507937,0.873015873015873,0.765873015873016,0.841269841269841,0.813492063492063,0.80952380952381,0.865079365079365,0.861111111111111,0.849206349206349,0.857142857142857,0.96031746031746,0.761904761904762,0.873015873015873,0.793650793650794,0.833333333333333,0.837301587301587,0.908730158730159,0.952380952380953
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diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_37.csv
new file mode 100644
index 0000000..ba77a25
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_73.csv
new file mode 100644
index 0000000..ba77a25
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_equal.csv
new file mode 100644
index 0000000..13c7091
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+26,0.812698412698412,0.832698412698412,0.810714285714286,0.770873015873016,0.84063492063492,0.900317460317461,0.770873015873016,0.736984126984127,0.792857142857143,0.756984126984127,0.902301587301587,0.804761904761905,0.852539682539682,0.798809523809524,0.832698412698413,0.82063492063492,0.888412698412699,0.896349206349206,0.800793650793651,0.880476190476191,0.832698412698412,0.804761904761905,0.84063492063492,0.764920634920635,0.822619047619048,0.876507936507936,0.808730158730159,0.900317460317461,0.860476190476191,0.733015873015873,0.884444444444444,0.790873015873016,0.721269841269842,0.856507936507936,0.760952380952381,0.830555555555555,0.84063492063492,0.832698412698412,0.868571428571429,0.866428571428572,0.832539682539682,0.862460317460317,0.940158730158731,0.729047619047619,0.846587301587302,0.780793650793651,0.836666666666666,0.860476190476191,0.900317460317461,0.956190476190476
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_37.csv
new file mode 100644
index 0000000..04abed0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922571428571429
+2,BCorrU,0.912831168831169
+3,BF_BCmean,0.760571428571428
+4,BF_BCmedian,0.752238095238095
+5,BF_PF_BCmean,0.760571428571428
+6,BF_PF_BCmedian,0.748666666666666
+7,BF_PFmean,0.764142857142857
+8,BF_PFmedian,0.751047619047619
+9,PCohF,0.928415584415584
+10,PF_BCmean,0.762357142857143
+11,PF_BCmedian,0.748666666666667
+12,T_BCmean,0.831452380952381
+13,T_BCmedian,0.812095238095238
+14,T_BF_BCmean,0.809404761904762
+15,T_BF_BCmedian,0.816857142857143
+16,T_BF_PF_BCmean,0.808809523809524
+17,T_BF_PF_BCmedian,0.807023809523809
+18,T_BF_PFmean,0.812380952380952
+19,T_BF_PFmedian,0.776071428571428
+20,T_BFmean,0.825785714285714
+21,T_BFmedian,0.814166666666666
+22,T_PF_BCmean,0.809404761904762
+23,T_PF_BCmedian,0.841571428571428
+24,T_PFmean,0.832047619047619
+25,T_PFmedian,0.817142857142857
+26,Tigress,0.835619047619047
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_73.csv
new file mode 100644
index 0000000..04abed0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922571428571429
+2,BCorrU,0.912831168831169
+3,BF_BCmean,0.760571428571428
+4,BF_BCmedian,0.752238095238095
+5,BF_PF_BCmean,0.760571428571428
+6,BF_PF_BCmedian,0.748666666666666
+7,BF_PFmean,0.764142857142857
+8,BF_PFmedian,0.751047619047619
+9,PCohF,0.928415584415584
+10,PF_BCmean,0.762357142857143
+11,PF_BCmedian,0.748666666666667
+12,T_BCmean,0.831452380952381
+13,T_BCmedian,0.812095238095238
+14,T_BF_BCmean,0.809404761904762
+15,T_BF_BCmedian,0.816857142857143
+16,T_BF_PF_BCmean,0.808809523809524
+17,T_BF_PF_BCmedian,0.807023809523809
+18,T_BF_PFmean,0.812380952380952
+19,T_BF_PFmedian,0.776071428571428
+20,T_BFmean,0.825785714285714
+21,T_BFmedian,0.814166666666666
+22,T_PF_BCmean,0.809404761904762
+23,T_PF_BCmedian,0.841571428571428
+24,T_PFmean,0.832047619047619
+25,T_PFmedian,0.817142857142857
+26,Tigress,0.835619047619047
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_equal.csv
new file mode 100644
index 0000000..9eda163
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.924285714285714
+2,BCorrU,0.908051948051948
+3,BF_BCmean,0.760952380952381
+4,BF_BCmedian,0.747063492063492
+5,BF_PF_BCmean,0.760952380952381
+6,BF_PF_BCmedian,0.741111111111111
+7,BF_PFmean,0.766904761904762
+8,BF_PFmedian,0.745079365079365
+9,PCohF,0.934025974025974
+10,PF_BCmean,0.763928571428572
+11,PF_BCmedian,0.741111111111111
+12,T_BCmean,0.829642857142857
+13,T_BCmedian,0.81765873015873
+14,T_BF_BCmean,0.815674603174603
+15,T_BF_BCmedian,0.818650793650794
+16,T_BF_PF_BCmean,0.814682539682539
+17,T_BF_PF_BCmedian,0.811706349206349
+18,T_BF_PFmean,0.81765873015873
+19,T_BF_PFmedian,0.776904761904762
+20,T_BFmean,0.829722222222222
+21,T_BFmedian,0.82063492063492
+22,T_PF_BCmean,0.815674603174603
+23,T_PF_BCmedian,0.842619047619047
+24,T_PFmean,0.832619047619047
+25,T_PFmedian,0.821626984126984
+26,Tigress,0.832698412698412
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..c8964c9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.76
+4,BF_BCmedian,0.76
+5,BF_PF_BCmean,0.76
+6,BF_PF_BCmedian,0.76
+7,BF_PFmean,0.76
+8,BF_PFmedian,0.76
+9,PCohF,0.92
+10,PF_BCmean,0.76
+11,PF_BCmedian,0.76
+12,T_BCmean,0.84
+13,T_BCmedian,0.8
+14,T_BF_BCmean,0.8
+15,T_BF_BCmedian,0.82
+16,T_BF_PF_BCmean,0.8
+17,T_BF_PF_BCmedian,0.8
+18,T_BF_PFmean,0.8
+19,T_BF_PFmedian,0.78
+20,T_BFmean,0.82
+21,T_BFmedian,0.8
+22,T_PF_BCmean,0.8
+23,T_PF_BCmedian,0.84
+24,T_PFmean,0.84
+25,T_PFmedian,0.8
+26,Tigress,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..7145ad9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.935064935064935
+2,BCorrU,0.922077922077922
+3,BF_BCmean,0.761904761904762
+4,BF_BCmedian,0.734126984126984
+5,BF_PF_BCmean,0.761904761904762
+6,BF_PF_BCmedian,0.722222222222222
+7,BF_PFmean,0.777777777777778
+8,BF_PFmedian,0.73015873015873
+9,PCohF,0.948051948051948
+10,PF_BCmean,0.767857142857143
+11,PF_BCmedian,0.73015873015873
+12,T_BCmean,0.843253968253968
+13,T_BCmedian,0.827380952380952
+14,T_BF_BCmean,0.831349206349206
+15,T_BF_BCmedian,0.827380952380952
+16,T_BF_PF_BCmean,0.827380952380953
+17,T_BF_PF_BCmedian,0.819444444444444
+18,T_BF_PFmean,0.83531746031746
+19,T_BF_PFmedian,0.773809523809524
+20,T_BFmean,0.841269841269841
+21,T_BFmedian,0.833333333333333
+22,T_PF_BCmean,0.831349206349206
+23,T_PF_BCmedian,0.853174603174603
+24,T_PFmean,0.841269841269841
+25,T_PFmedian,0.833333333333333
+26,Tigress,0.841269841269841
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_37.csv
new file mode 100644
index 0000000..253e648
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.9815064935065
+2,BCorrU,45.0455584415584
+3,BF_BCmean,38.0559523809524
+4,BF_BCmedian,37.399380952381
+5,BF_PF_BCmean,38.1065238095238
+6,BF_PF_BCmedian,37.3178095238095
+7,BF_PFmean,37.982619047619
+8,BF_PFmedian,37.2790476190476
+9,PCohF,46.2532467532467
+10,PF_BCmean,38.0678095238095
+11,PF_BCmedian,37.3797142857143
+12,T_BCmean,41.4072857142857
+13,T_BCmedian,41.130380952381
+14,T_BF_BCmean,40.9992857142857
+15,T_BF_BCmedian,41.5026666666667
+16,T_BF_PF_BCmean,40.9099523809524
+17,T_BF_PF_BCmedian,40.6849047619048
+18,T_BF_PFmean,41.1249523809524
+19,T_BF_PFmedian,38.8535714285714
+20,T_BFmean,41.3994761904762
+21,T_BFmedian,41.1892857142857
+22,T_PF_BCmean,40.9831904761905
+23,T_PF_BCmedian,41.8932857142857
+24,T_PFmean,41.4364285714286
+25,T_PFmedian,41.2351428571429
+26,Tigress,41.3917619047619
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_73.csv
new file mode 100644
index 0000000..253e648
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.9815064935065
+2,BCorrU,45.0455584415584
+3,BF_BCmean,38.0559523809524
+4,BF_BCmedian,37.399380952381
+5,BF_PF_BCmean,38.1065238095238
+6,BF_PF_BCmedian,37.3178095238095
+7,BF_PFmean,37.982619047619
+8,BF_PFmedian,37.2790476190476
+9,PCohF,46.2532467532467
+10,PF_BCmean,38.0678095238095
+11,PF_BCmedian,37.3797142857143
+12,T_BCmean,41.4072857142857
+13,T_BCmedian,41.130380952381
+14,T_BF_BCmean,40.9992857142857
+15,T_BF_BCmedian,41.5026666666667
+16,T_BF_PF_BCmean,40.9099523809524
+17,T_BF_PF_BCmedian,40.6849047619048
+18,T_BF_PFmean,41.1249523809524
+19,T_BF_PFmedian,38.8535714285714
+20,T_BFmean,41.3994761904762
+21,T_BFmedian,41.1892857142857
+22,T_PF_BCmean,40.9831904761905
+23,T_PF_BCmedian,41.8932857142857
+24,T_PFmean,41.4364285714286
+25,T_PFmedian,41.2351428571429
+26,Tigress,41.3917619047619
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..1966326
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.0758441558442
+2,BCorrU,45.2625974025974
+3,BF_BCmean,38.093253968254
+4,BF_BCmedian,37.0256349206349
+5,BF_PF_BCmean,38.2042063492064
+6,BF_PF_BCmedian,36.9163492063492
+7,BF_PFmean,38.1043650793651
+8,BF_PFmedian,36.931746031746
+9,PCohF,46.4220779220779
+10,PF_BCmean,38.1663492063492
+11,PF_BCmedian,37.0195238095238
+12,T_BCmean,41.5188095238095
+13,T_BCmedian,41.1906349206349
+14,T_BF_BCmean,41.1321428571429
+15,T_BF_BCmedian,41.5177777777778
+16,T_BF_PF_BCmean,41.0365873015873
+17,T_BF_PF_BCmedian,40.7148412698413
+18,T_BF_PFmean,41.2615873015873
+19,T_BF_PFmedian,38.7559523809524
+20,T_BFmean,41.5857936507937
+21,T_BFmedian,41.3154761904762
+22,T_PF_BCmean,41.1319841269841
+23,T_PF_BCmedian,42.0088095238095
+24,T_PFmean,41.5940476190476
+25,T_PFmedian,41.3652380952381
+26,Tigress,41.5462698412698
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..fcc6af8
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.84
+2,BCorrU,44.72
+3,BF_BCmean,38
+4,BF_BCmedian,37.96
+5,BF_PF_BCmean,37.96
+6,BF_PF_BCmedian,37.92
+7,BF_PFmean,37.8
+8,BF_PFmedian,37.8
+9,PCohF,46
+10,PF_BCmean,37.92
+11,PF_BCmedian,37.92
+12,T_BCmean,41.24
+13,T_BCmedian,41.04
+14,T_BF_BCmean,40.8
+15,T_BF_BCmedian,41.48
+16,T_BF_PF_BCmean,40.72
+17,T_BF_PF_BCmedian,40.64
+18,T_BF_PFmean,40.92
+19,T_BF_PFmedian,39
+20,T_BFmean,41.12
+21,T_BFmedian,41
+22,T_PF_BCmean,40.76
+23,T_PF_BCmedian,41.72
+24,T_PFmean,41.2
+25,T_PFmedian,41.04
+26,Tigress,41.16
diff --git a/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..70f1c49
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim16/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.3116883116883
+2,BCorrU,45.8051948051948
+3,BF_BCmean,38.1865079365079
+4,BF_BCmedian,36.0912698412698
+5,BF_PF_BCmean,38.4484126984127
+6,BF_PF_BCmedian,35.9126984126984
+7,BF_PFmean,38.4087301587302
+8,BF_PFmedian,36.0634920634921
+9,PCohF,46.8441558441558
+10,PF_BCmean,38.4126984126984
+11,PF_BCmedian,36.1190476190476
+12,T_BCmean,41.7976190476191
+13,T_BCmedian,41.3412698412698
+14,T_BF_BCmean,41.4642857142857
+15,T_BF_BCmedian,41.5555555555556
+16,T_BF_PF_BCmean,41.3531746031746
+17,T_BF_PF_BCmedian,40.7896825396825
+18,T_BF_PFmean,41.6031746031746
+19,T_BF_PFmedian,38.5119047619048
+20,T_BFmean,42.0515873015873
+21,T_BFmedian,41.6309523809524
+22,T_PF_BCmean,41.5039682539683
+23,T_PF_BCmedian,42.2976190476191
+24,T_PFmean,41.9880952380952
+25,T_PFmedian,41.6904761904762
+26,Tigress,41.9325396825397
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..54ef68d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim17Sub001,sim17Sub002,sim17Sub003,sim17Sub004,sim17Sub005,sim17Sub006,sim17Sub007,sim17Sub008,sim17Sub009,sim17Sub010,sim17Sub011,sim17Sub012,sim17Sub013,sim17Sub014,sim17Sub015,sim17Sub016,sim17Sub017,sim17Sub018,sim17Sub019,sim17Sub020,sim17Sub021,sim17Sub022,sim17Sub023,sim17Sub024,sim17Sub025,sim17Sub026,sim17Sub027,sim17Sub028,sim17Sub029,sim17Sub030,sim17Sub031,sim17Sub032,sim17Sub033,sim17Sub034,sim17Sub035,sim17Sub036,sim17Sub037,sim17Sub038,sim17Sub039,sim17Sub040,sim17Sub041,sim17Sub042,sim17Sub043,sim17Sub044,sim17Sub045,sim17Sub046,sim17Sub047,sim17Sub048,sim17Sub049,sim17Sub050
+1,BCohF,0.92,0.94,0.96,0.94,0.94,0.96,0.98,0.94,0.96,0.94,0.88,0.96,0.94,0.92,0.94,0.96,0.98,0.98,0.9,0.94,0.98,0.94,0.96,0.96,0.94,0.92,0.94,0.94,0.92,0.94,0.94,0.96,0.96,0.92,0.98,0.94,0.98,0.94,0.94,0.94,0.9,0.98,1,0.94,0.96,0.96,0.94,0.96,0.96,0.96
+2,BCorrU,0.9,0.94,0.98,0.9,0.96,0.92,0.94,0.94,0.9,0.9,0.9,0.94,0.94,0.94,0.92,0.86,0.92,0.92,0.9,0.88,0.92,0.94,0.92,0.92,0.9,0.96,0.96,0.96,0.92,0.98,0.92,0.88,0.9,0.92,0.9,0.88,0.88,0.9,0.96,0.9,0.86,0.9,0.94,0.9,0.94,0.94,0.88,0.92,0.9,0.92
+3,BF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+4,BF_BCmedian,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9
+5,BF_PF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+6,BF_PF_BCmedian,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+7,BF_PFmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89
+8,BF_PFmedian,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+9,PCohF,0.94,0.98,0.98,0.96,0.94,1,0.96,0.98,0.96,0.96,0.88,0.98,0.92,0.96,0.94,0.96,0.98,0.98,0.92,0.98,0.98,0.96,0.96,0.96,0.94,0.96,1,0.96,0.96,0.98,0.94,1,0.96,0.92,0.98,0.96,0.98,0.96,0.94,0.94,0.92,1,0.98,0.92,0.96,0.96,0.92,0.94,0.96,0.94
+10,PF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+11,PF_BCmedian,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9
+12,T_BCmean,0.96,0.97,0.98,0.97,0.97,0.98,0.97,0.97,0.98,0.94,0.94,0.96,0.97,0.98,0.97,0.97,0.98,0.97,0.97,0.96,0.97,0.97,0.96,0.97,0.97,0.97,0.98,0.97,0.97,0.97,0.94,0.97,0.96,0.97,0.95,0.95,0.96,0.96,0.97,0.95,0.97,0.97,0.97,0.96,0.97,0.96,0.98,0.97,0.97,0.96
+13,T_BCmedian,0.95,0.98,0.98,0.97,0.97,0.96,0.96,0.97,0.97,0.95,0.94,0.96,0.96,0.97,0.97,0.96,0.98,0.97,0.97,0.98,0.95,0.97,0.95,0.96,0.97,0.98,0.98,0.97,0.97,0.96,0.93,0.97,0.97,0.97,0.95,0.95,0.96,0.96,0.98,0.96,0.97,0.96,0.98,0.95,0.98,0.97,0.98,0.96,0.97,0.98
+14,T_BF_BCmean,0.95,0.97,0.98,0.97,0.97,0.97,0.97,0.97,0.97,0.94,0.94,0.96,0.97,0.98,0.97,0.96,0.99,0.98,0.97,0.96,0.96,0.97,0.96,0.97,0.97,0.98,0.98,0.97,0.96,0.98,0.95,0.97,0.96,0.98,0.95,0.95,0.95,0.95,0.98,0.95,0.96,0.97,0.96,0.95,0.98,0.96,0.97,0.96,0.97,0.97
+15,T_BF_BCmedian,0.94,0.97,0.97,0.95,0.96,0.95,0.95,0.95,0.96,0.93,0.93,0.95,0.95,0.93,0.92,0.94,0.94,0.93,0.94,0.96,0.93,0.95,0.95,0.96,0.96,0.98,0.96,0.97,0.95,0.94,0.95,0.95,0.97,0.94,0.93,0.93,0.95,0.94,0.97,0.94,0.95,0.94,0.95,0.95,0.97,0.95,0.97,0.95,0.95,0.97
+16,T_BF_PF_BCmean,0.95,0.96,0.97,0.97,0.96,0.96,0.97,0.97,0.97,0.94,0.94,0.96,0.96,0.98,0.97,0.96,0.99,0.96,0.96,0.96,0.96,0.97,0.96,0.97,0.96,0.98,0.99,0.97,0.96,0.98,0.96,0.97,0.95,0.97,0.95,0.95,0.94,0.96,0.97,0.95,0.95,0.97,0.96,0.96,1,0.97,0.98,0.97,0.97,0.98
+17,T_BF_PF_BCmedian,0.93,0.94,0.95,0.93,0.94,0.94,0.94,0.94,0.93,0.92,0.92,0.95,0.95,0.92,0.92,0.93,0.93,0.93,0.92,0.94,0.93,0.94,0.94,0.95,0.94,0.95,0.94,0.95,0.93,0.94,0.93,0.94,0.94,0.94,0.94,0.92,0.93,0.93,0.96,0.94,0.93,0.94,0.94,0.95,0.97,0.94,0.95,0.93,0.95,0.95
+18,T_BF_PFmean,0.95,0.96,0.98,0.97,0.97,0.97,0.96,0.97,0.97,0.95,0.94,0.96,0.96,0.99,0.97,0.97,0.99,0.97,0.97,0.97,0.96,0.97,0.96,0.97,0.98,0.98,0.99,0.97,0.96,0.99,0.95,0.96,0.96,0.98,0.96,0.95,0.95,0.95,0.97,0.95,0.96,0.97,0.96,0.96,0.98,0.96,0.97,0.97,0.97,0.95
+19,T_BF_PFmedian,0.9,0.92,0.92,0.92,0.92,0.91,0.9,0.92,0.91,0.9,0.91,0.91,0.92,0.91,0.9,0.91,0.92,0.91,0.9,0.93,0.91,0.91,0.91,0.91,0.92,0.92,0.91,0.92,0.9,0.91,0.91,0.93,0.93,0.91,0.92,0.9,0.9,0.92,0.92,0.91,0.91,0.93,0.91,0.94,0.93,0.9,0.91,0.9,0.91,0.91
+20,T_BFmean,0.95,0.97,0.98,0.97,0.97,0.97,0.97,0.97,0.98,0.94,0.94,0.97,0.96,0.98,0.97,0.97,0.98,0.97,0.97,0.96,0.97,0.97,0.96,0.97,0.97,0.97,0.98,0.97,0.97,0.97,0.94,0.98,0.97,0.98,0.96,0.96,0.96,0.96,0.97,0.96,0.97,0.97,0.96,0.96,0.98,0.96,0.98,0.97,0.97,0.95
+21,T_BFmedian,0.95,0.98,0.97,0.97,0.97,0.97,0.95,0.97,0.97,0.95,0.94,0.96,0.96,0.98,0.97,0.97,0.98,0.96,0.96,0.96,0.95,0.97,0.95,0.96,0.97,0.97,0.98,0.96,0.96,0.96,0.94,0.97,0.96,0.97,0.96,0.95,0.95,0.95,0.97,0.96,0.97,0.96,0.96,0.95,0.98,0.96,0.98,0.96,0.97,0.96
+22,T_PF_BCmean,0.95,0.96,0.98,0.97,0.97,0.97,0.97,0.97,0.97,0.94,0.94,0.96,0.97,0.98,0.97,0.97,0.98,0.98,0.97,0.96,0.96,0.97,0.96,0.97,0.97,0.98,0.98,0.97,0.96,0.98,0.95,0.97,0.96,0.98,0.96,0.95,0.95,0.95,0.98,0.95,0.96,0.97,0.96,0.95,0.99,0.96,0.97,0.97,0.97,0.97
+23,T_PF_BCmedian,0.94,0.98,0.98,0.96,0.96,0.95,0.95,0.96,0.96,0.94,0.95,0.96,0.95,0.94,0.93,0.95,0.96,0.94,0.94,0.97,0.93,0.95,0.95,0.96,0.96,0.98,0.96,0.98,0.96,0.95,0.95,0.95,0.97,0.95,0.94,0.94,0.95,0.94,0.99,0.95,0.95,0.94,0.95,0.95,0.98,0.96,0.97,0.95,0.96,0.97
+24,T_PFmean,0.95,0.97,0.97,0.97,0.97,0.98,0.97,0.97,0.98,0.94,0.94,0.97,0.96,0.98,0.97,0.97,0.98,0.96,0.97,0.96,0.97,0.96,0.96,0.97,0.97,0.97,0.98,0.97,0.98,0.97,0.94,0.98,0.96,0.98,0.96,0.95,0.96,0.96,0.97,0.95,0.97,0.97,0.97,0.96,0.98,0.96,0.98,0.97,0.97,0.95
+25,T_PFmedian,0.94,0.98,0.97,0.97,0.97,0.97,0.95,0.97,0.97,0.95,0.94,0.96,0.96,0.98,0.95,0.97,0.98,0.96,0.97,0.96,0.96,0.96,0.95,0.96,0.97,0.97,0.98,0.96,0.96,0.97,0.94,0.97,0.97,0.97,0.95,0.95,0.95,0.95,0.97,0.96,0.96,0.96,0.96,0.95,0.98,0.96,0.97,0.96,0.97,0.96
+26,Tigress,0.95,0.97,0.97,0.97,0.97,0.97,0.96,0.96,0.98,0.95,0.94,0.96,0.96,0.98,0.97,0.98,0.98,0.97,0.97,0.96,0.96,0.96,0.96,0.97,0.96,0.96,0.98,0.97,0.97,0.97,0.94,0.98,0.96,0.97,0.94,0.95,0.96,0.96,0.97,0.95,0.98,0.96,0.97,0.96,0.97,0.96,0.98,0.97,0.97,0.95
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..a4620cb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim17Sub001,sim17Sub002,sim17Sub003,sim17Sub004,sim17Sub005,sim17Sub006,sim17Sub007,sim17Sub008,sim17Sub009,sim17Sub010,sim17Sub011,sim17Sub012,sim17Sub013,sim17Sub014,sim17Sub015,sim17Sub016,sim17Sub017,sim17Sub018,sim17Sub019,sim17Sub020,sim17Sub021,sim17Sub022,sim17Sub023,sim17Sub024,sim17Sub025,sim17Sub026,sim17Sub027,sim17Sub028,sim17Sub029,sim17Sub030,sim17Sub031,sim17Sub032,sim17Sub033,sim17Sub034,sim17Sub035,sim17Sub036,sim17Sub037,sim17Sub038,sim17Sub039,sim17Sub040,sim17Sub041,sim17Sub042,sim17Sub043,sim17Sub044,sim17Sub045,sim17Sub046,sim17Sub047,sim17Sub048,sim17Sub049,sim17Sub050
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+2,BCorrU,0.924242424242424,0.966200466200466,0.96969696969697,0.926573426573427,0.963869463869464,0.955710955710956,0.941724941724942,0.883449883449884,0.903263403263403,0.886946386946387,0.814685314685315,0.919580419580419,0.895104895104895,0.953379953379953,0.965034965034965,0.847319347319347,0.961538461538461,0.946386946386946,0.82983682983683,0.935897435897436,0.927738927738928,0.919580419580419,0.956876456876457,0.953379953379953,0.948717948717949,0.923076923076923,0.96969696969697,0.972027972027972,0.906759906759907,0.993006993006993,0.889277389277389,0.925407925407925,0.913752913752914,0.921911421911422,0.948717948717949,0.900932400932401,0.864801864801865,0.937062937062937,0.970862470862471,0.951048951048951,0.808857808857809,0.96037296037296,0.98018648018648,0.864801864801865,0.932400932400932,0.909090909090909,0.942890442890443,0.911421911421911,0.921911421911422,0.892773892773893
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diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_37.csv
new file mode 100644
index 0000000..dcceaec
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_73.csv
new file mode 100644
index 0000000..dcceaec
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_equal.csv
new file mode 100644
index 0000000..3cd8d2b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_37.csv
new file mode 100644
index 0000000..c975ff7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.953104895104895
+2,BCorrU,0.919342657342657
+3,BF_BCmean,0.902420837589377
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+25,T_PFmedian,0.968092951991828
+26,Tigress,0.968988253319714
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_73.csv
new file mode 100644
index 0000000..c975ff7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.953104895104895
+2,BCorrU,0.919342657342657
+3,BF_BCmean,0.902420837589377
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+26,Tigress,0.968988253319714
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_equal.csv
new file mode 100644
index 0000000..022baf1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.959848484848485
+2,BCorrU,0.924114219114219
+3,BF_BCmean,0.904034729315628
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+26,Tigress,0.973562308478039
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..f2dbde9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.94
+2,BCorrU,0.92
+3,BF_BCmean,0.9
+4,BF_BCmedian,0.9
+5,BF_PF_BCmean,0.9
+6,BF_PF_BCmedian,0.9
+7,BF_PFmean,0.9
+8,BF_PFmedian,0.9
+9,PCohF,0.96
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+23,T_PF_BCmedian,0.95
+24,T_PFmean,0.97
+25,T_PFmedian,0.96
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..ddd34b9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.973193473193473
+2,BCorrU,0.927156177156177
+3,BF_BCmean,0.908069458631257
+4,BF_BCmedian,0.816138917262512
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diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_37.csv
new file mode 100644
index 0000000..077e98f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.6523636363636
+2,BCorrU,46.0069370629371
+3,BF_BCmean,44.99708886619
+4,BF_BCmedian,43.6091297242084
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+9,PCohF,48.1345454545455
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+24,T_PFmean,48.5589336057201
+25,T_PFmedian,48.3758794688458
+26,Tigress,48.4660561797753
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_73.csv
new file mode 100644
index 0000000..077e98f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.6523636363636
+2,BCorrU,46.0069370629371
+3,BF_BCmean,44.99708886619
+4,BF_BCmedian,43.6091297242084
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+17,T_BF_PF_BCmedian,47.0334218590398
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+24,T_PFmean,48.5589336057201
+25,T_PFmedian,48.3758794688458
+26,Tigress,48.4660561797753
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..ab0c899
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.8339393939394
+2,BCorrU,46.0648951048951
+3,BF_BCmean,44.9951481103166
+4,BF_BCmedian,42.7085495403473
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+12,T_BCmean,48.6750663942799
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+24,T_PFmean,48.7182226762002
+25,T_PFmedian,48.5464657814096
+26,Tigress,48.6234269662921
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..f23c22b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.38
+2,BCorrU,45.92
+3,BF_BCmean,45
+4,BF_BCmedian,44.96
+5,BF_PF_BCmean,44.99
+6,BF_PF_BCmedian,44.96
+7,BF_PFmean,44.99
+8,BF_PFmedian,44.95
+9,PCohF,47.9
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+12,T_BCmean,48.32
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+17,T_BF_PF_BCmedian,46.9
+18,T_BF_PFmean,48.3
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+23,T_PF_BCmedian,47.76
+24,T_PFmean,48.32
+25,T_PFmedian,48.12
+26,Tigress,48.23
diff --git a/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..3a1cab3
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim17/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.2878787878788
+2,BCorrU,46.2097902097902
+3,BF_BCmean,44.9902962206333
+4,BF_BCmedian,40.4570990806946
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+26,Tigress,49.0168539325843
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..7a9a818
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim18Sub001,sim18Sub002,sim18Sub003,sim18Sub004,sim18Sub005,sim18Sub006,sim18Sub007,sim18Sub008,sim18Sub009,sim18Sub010,sim18Sub011,sim18Sub012,sim18Sub013,sim18Sub014,sim18Sub015,sim18Sub016,sim18Sub017,sim18Sub018,sim18Sub019,sim18Sub020,sim18Sub021,sim18Sub022,sim18Sub023,sim18Sub024,sim18Sub025,sim18Sub026,sim18Sub027,sim18Sub028,sim18Sub029,sim18Sub030,sim18Sub031,sim18Sub032,sim18Sub033,sim18Sub034,sim18Sub035,sim18Sub036,sim18Sub037,sim18Sub038,sim18Sub039,sim18Sub040,sim18Sub041,sim18Sub042,sim18Sub043,sim18Sub044,sim18Sub045,sim18Sub046,sim18Sub047,sim18Sub048,sim18Sub049,sim18Sub050
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+22,T_PF_BCmean,1,0.92,1,1,1,0.96,0.96,1,1,0.96,0.96,0.96,0.92,0.96,0.96,0.84,1,0.96,0.96,0.88,0.88,0.92,0.96,0.96,0.92,0.96,1,0.96,1,0.92,0.96,0.92,0.96,0.92,0.96,0.96,0.96,0.96,1,0.92,0.96,0.96,0.96,0.92,0.96,0.88,0.96,0.96,0.92,0.96
+23,T_PF_BCmedian,1,0.96,1,0.96,0.96,0.96,0.96,0.92,0.92,0.96,0.92,0.96,0.92,0.96,0.96,0.84,0.92,0.92,0.92,0.88,0.92,0.92,0.96,1,0.96,0.92,0.96,0.92,0.92,0.88,0.92,0.92,0.88,0.92,0.84,0.88,0.92,0.92,0.96,0.84,0.92,0.96,0.88,0.92,1,0.96,1,0.88,0.96,0.92
+24,T_PFmean,0.96,0.92,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.92,0.96,0.96,0.84,1,0.96,0.96,0.88,0.92,0.92,0.96,0.96,0.92,1,0.96,0.96,1,0.92,0.96,0.96,0.96,0.92,0.92,0.96,0.96,0.96,1,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,0.96,0.92,0.96
+25,T_PFmedian,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.92,0.92,0.96,0.84,0.96,0.96,0.96,0.88,0.88,0.92,0.96,0.96,0.92,1,1,0.96,1,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,0.96,0.96,0.96
+26,Tigress,0.96,0.92,0.96,0.96,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.92,0.96,0.96,0.84,1,0.96,0.96,0.88,0.92,0.92,0.96,0.96,0.92,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.92,0.96,0.96,0.92,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..c69e9e0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim18Sub001,sim18Sub002,sim18Sub003,sim18Sub004,sim18Sub005,sim18Sub006,sim18Sub007,sim18Sub008,sim18Sub009,sim18Sub010,sim18Sub011,sim18Sub012,sim18Sub013,sim18Sub014,sim18Sub015,sim18Sub016,sim18Sub017,sim18Sub018,sim18Sub019,sim18Sub020,sim18Sub021,sim18Sub022,sim18Sub023,sim18Sub024,sim18Sub025,sim18Sub026,sim18Sub027,sim18Sub028,sim18Sub029,sim18Sub030,sim18Sub031,sim18Sub032,sim18Sub033,sim18Sub034,sim18Sub035,sim18Sub036,sim18Sub037,sim18Sub038,sim18Sub039,sim18Sub040,sim18Sub041,sim18Sub042,sim18Sub043,sim18Sub044,sim18Sub045,sim18Sub046,sim18Sub047,sim18Sub048,sim18Sub049,sim18Sub050
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+6,BF_PF_BCmedian,0.88,0.715,0.78,0.75,0.71,0.66,0.74,0.8,0.81,0.66,0.74,0.74,0.79,0.82,0.82,0.75,0.68,0.7,0.78,0.72,0.7,0.74,0.8,0.86,0.805,0.68,0.82,0.83,0.71,0.64,0.64,0.695,0.71,0.76,0.715,0.8,0.88,0.64,0.84,0.62,0.705,0.74,0.8,0.615,0.78,0.7,0.825,0.76,0.88,0.85
+7,BF_PFmean,0.88,0.86,0.8,0.88,0.82,0.775,0.87,0.88,0.87,0.84,0.88,0.86,0.88,0.82,0.82,0.81,0.85,0.83,0.82,0.8,0.72,0.78,0.82,0.88,0.775,0.735,0.85,0.845,0.8,0.73,0.78,0.845,0.88,0.805,0.78,0.88,0.88,0.88,0.86,0.88,0.88,0.88,0.82,0.75,0.84,0.76,0.88,0.83,0.8,0.88
+8,BF_PFmedian,0.88,0.715,0.79,0.76,0.71,0.64,0.73,0.82,0.81,0.64,0.76,0.755,0.8,0.82,0.84,0.74,0.67,0.74,0.78,0.73,0.72,0.74,0.82,0.86,0.84,0.66,0.82,0.83,0.66,0.67,0.64,0.695,0.7,0.82,0.715,0.8,0.88,0.67,0.84,0.605,0.71,0.735,0.81,0.625,0.8,0.71,0.82,0.76,0.88,0.86
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diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_37.csv
new file mode 100644
index 0000000..64d056f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_73.csv
new file mode 100644
index 0000000..64d056f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_equal.csv
new file mode 100644
index 0000000..ec08e04
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_37.csv
new file mode 100644
index 0000000..4833bfc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.924
+2,BCorrU,0.914
+3,BF_BCmean,0.83625
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.8115
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.813
+9,PCohF,0.928
+10,PF_BCmean,0.8385
+11,PF_BCmedian,0.804
+12,T_BCmean,0.966
+13,T_BCmedian,0.966
+14,T_BF_BCmean,0.966
+15,T_BF_BCmedian,0.93125
+16,T_BF_PF_BCmean,0.966
+17,T_BF_PF_BCmedian,0.914
+18,T_BF_PFmean,0.966
+19,T_BF_PFmedian,0.83025
+20,T_BFmean,0.966
+21,T_BFmedian,0.966
+22,T_PF_BCmean,0.96525
+23,T_PF_BCmedian,0.93275
+24,T_PFmean,0.966
+25,T_PFmedian,0.966
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_73.csv
new file mode 100644
index 0000000..4833bfc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.924
+2,BCorrU,0.914
+3,BF_BCmean,0.83625
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.8115
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.813
+9,PCohF,0.928
+10,PF_BCmean,0.8385
+11,PF_BCmedian,0.804
+12,T_BCmean,0.966
+13,T_BCmedian,0.966
+14,T_BF_BCmean,0.966
+15,T_BF_BCmedian,0.93125
+16,T_BF_PF_BCmean,0.966
+17,T_BF_PF_BCmedian,0.914
+18,T_BF_PFmean,0.966
+19,T_BF_PFmedian,0.83025
+20,T_BFmean,0.966
+21,T_BFmedian,0.966
+22,T_PF_BCmean,0.96525
+23,T_PF_BCmedian,0.93275
+24,T_PFmean,0.966
+25,T_PFmedian,0.966
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_equal.csv
new file mode 100644
index 0000000..d75047c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.926666666666667
+2,BCorrU,0.91
+3,BF_BCmean,0.83375
+4,BF_BCmedian,0.79
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.7925
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.795
+9,PCohF,0.933333333333334
+10,PF_BCmean,0.8375
+11,PF_BCmedian,0.78
+12,T_BCmean,0.97
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.97
+15,T_BF_BCmedian,0.9375
+16,T_BF_PF_BCmean,0.97
+17,T_BF_PF_BCmedian,0.91
+18,T_BF_PFmean,0.97
+19,T_BF_PFmedian,0.82125
+20,T_BFmean,0.97
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.96875
+23,T_PF_BCmedian,0.94125
+24,T_PFmean,0.97
+25,T_PFmedian,0.97
+26,Tigress,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..06b60f4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..b35c76a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.933333333333333
+2,BCorrU,0.92
+3,BF_BCmean,0.8275
+4,BF_BCmedian,0.74
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.745
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.7575
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.835
+11,PF_BCmedian,0.74
+12,T_BCmean,0.98
+13,T_BCmedian,0.98
+14,T_BF_BCmean,0.98
+15,T_BF_BCmedian,0.9525
+16,T_BF_PF_BCmean,0.98
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.98
+19,T_BF_PFmedian,0.8
+20,T_BFmean,0.98
+21,T_BFmedian,0.98
+22,T_PF_BCmean,0.9775
+23,T_PF_BCmedian,0.96
+24,T_PFmean,0.98
+25,T_PFmedian,0.98
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_37.csv
new file mode 100644
index 0000000..5f22b18
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.72
+2,BCorrU,44.992
+3,BF_BCmean,41.7765
+4,BF_BCmedian,40.4375
+5,BF_PF_BCmean,41.8445
+6,BF_PF_BCmedian,40.5635
+7,BF_PFmean,41.815
+8,BF_PFmedian,40.5515
+9,PCohF,46.564
+10,PF_BCmean,41.8215
+11,PF_BCmedian,40.319
+12,T_BCmean,47.9435
+13,T_BCmedian,47.8665
+14,T_BF_BCmean,47.929
+15,T_BF_BCmedian,46.7235
+16,T_BF_PF_BCmean,47.7865
+17,T_BF_PF_BCmedian,45.2585
+18,T_BF_PFmean,47.978
+19,T_BF_PFmedian,41.5665
+20,T_BFmean,47.9515
+21,T_BFmedian,48.0045
+22,T_PF_BCmean,47.9055
+23,T_PF_BCmedian,46.8705
+24,T_PFmean,47.9235
+25,T_PFmedian,47.891
+26,Tigress,47.8785
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_73.csv
new file mode 100644
index 0000000..5f22b18
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.72
+2,BCorrU,44.992
+3,BF_BCmean,41.7765
+4,BF_BCmedian,40.4375
+5,BF_PF_BCmean,41.8445
+6,BF_PF_BCmedian,40.5635
+7,BF_PFmean,41.815
+8,BF_PFmedian,40.5515
+9,PCohF,46.564
+10,PF_BCmean,41.8215
+11,PF_BCmedian,40.319
+12,T_BCmean,47.9435
+13,T_BCmedian,47.8665
+14,T_BF_BCmean,47.929
+15,T_BF_BCmedian,46.7235
+16,T_BF_PF_BCmean,47.7865
+17,T_BF_PF_BCmedian,45.2585
+18,T_BF_PFmean,47.978
+19,T_BF_PFmedian,41.5665
+20,T_BFmean,47.9515
+21,T_BFmedian,48.0045
+22,T_PF_BCmean,47.9055
+23,T_PF_BCmedian,46.8705
+24,T_PFmean,47.9235
+25,T_PFmedian,47.891
+26,Tigress,47.8785
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..ea969a5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.9066666666667
+2,BCorrU,45.1733333333333
+3,BF_BCmean,41.6275
+4,BF_BCmedian,39.5025
+5,BF_PF_BCmean,41.7675
+6,BF_PF_BCmedian,39.7125
+7,BF_PFmean,41.745
+8,BF_PFmedian,39.7725
+9,PCohF,46.6733333333333
+10,PF_BCmean,41.7025
+11,PF_BCmedian,39.385
+12,T_BCmean,48.0925
+13,T_BCmedian,48.0175
+14,T_BF_BCmean,48.095
+15,T_BF_BCmedian,46.9125
+16,T_BF_PF_BCmean,47.9375
+17,T_BF_PF_BCmedian,45.3775
+18,T_BF_PFmean,48.15
+19,T_BF_PFmedian,41.0375
+20,T_BFmean,48.1325
+21,T_BFmedian,48.1675
+22,T_PF_BCmean,48.0825
+23,T_PF_BCmedian,47.0775
+24,T_PFmean,48.1125
+25,T_PFmedian,48.085
+26,Tigress,48.0375
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..e2c38ec
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.44
+2,BCorrU,44.72
+3,BF_BCmean,42
+4,BF_BCmedian,41.84
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.84
+7,BF_PFmean,41.92
+8,BF_PFmedian,41.72
+9,PCohF,46.4
+10,PF_BCmean,42
+11,PF_BCmedian,41.72
+12,T_BCmean,47.72
+13,T_BCmedian,47.64
+14,T_BF_BCmean,47.68
+15,T_BF_BCmedian,46.44
+16,T_BF_PF_BCmean,47.56
+17,T_BF_PF_BCmedian,45.08
+18,T_BF_PFmean,47.72
+19,T_BF_PFmedian,42.36
+20,T_BFmean,47.68
+21,T_BFmedian,47.76
+22,T_PF_BCmean,47.64
+23,T_PF_BCmedian,46.56
+24,T_PFmean,47.64
+25,T_PFmedian,47.6
+26,Tigress,47.64
diff --git a/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..bc24367
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim18/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.3733333333333
+2,BCorrU,45.6266666666667
+3,BF_BCmean,41.255
+4,BF_BCmedian,37.165
+5,BF_PF_BCmean,41.575
+6,BF_PF_BCmedian,37.585
+7,BF_PFmean,41.57
+8,BF_PFmedian,37.825
+9,PCohF,46.9466666666667
+10,PF_BCmean,41.405
+11,PF_BCmedian,37.05
+12,T_BCmean,48.465
+13,T_BCmedian,48.395
+14,T_BF_BCmean,48.51
+15,T_BF_BCmedian,47.385
+16,T_BF_PF_BCmean,48.315
+17,T_BF_PF_BCmedian,45.675
+18,T_BF_PFmean,48.58
+19,T_BF_PFmedian,39.715
+20,T_BFmean,48.585
+21,T_BFmedian,48.575
+22,T_PF_BCmean,48.525
+23,T_PF_BCmedian,47.595
+24,T_PFmean,48.585
+25,T_PFmedian,48.57
+26,Tigress,48.435
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..a9b9f6b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim19Sub001,sim19Sub002,sim19Sub003,sim19Sub004,sim19Sub005,sim19Sub006,sim19Sub007,sim19Sub008,sim19Sub009,sim19Sub010,sim19Sub011,sim19Sub012,sim19Sub013,sim19Sub014,sim19Sub015,sim19Sub016,sim19Sub017,sim19Sub018,sim19Sub019,sim19Sub020,sim19Sub021,sim19Sub022,sim19Sub023,sim19Sub024,sim19Sub025,sim19Sub026,sim19Sub027,sim19Sub028,sim19Sub029,sim19Sub030,sim19Sub031,sim19Sub032,sim19Sub033,sim19Sub034,sim19Sub035,sim19Sub036,sim19Sub037,sim19Sub038,sim19Sub039,sim19Sub040,sim19Sub041,sim19Sub042,sim19Sub043,sim19Sub044,sim19Sub045,sim19Sub046,sim19Sub047,sim19Sub048,sim19Sub049,sim19Sub050
+1,BCohF,0.92,0.92,0.84,1,0.84,1,0.92,0.84,0.92,0.92,0.92,1,0.92,0.92,0.92,0.76,1,0.92,0.84,0.84,1,0.92,0.84,0.84,0.84,0.84,1,1,0.92,0.92,0.84,1,0.92,0.84,1,0.92,0.92,1,1,0.92,1,0.76,0.92,0.84,0.84,0.92,0.92,0.92,0.92,0.92
+2,BCorrU,0.76,0.76,0.76,0.84,0.76,0.92,0.84,0.84,0.84,1,0.84,0.92,0.92,0.76,0.84,0.68,0.92,0.84,0.92,0.76,0.92,0.92,0.76,0.92,0.84,0.84,0.92,0.92,0.92,0.92,0.92,0.84,0.84,0.84,1,0.84,0.84,0.84,0.92,0.92,0.92,0.84,0.92,0.84,0.76,1,0.84,0.84,0.84,0.84
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8
+7,BF_PFmean,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8
+9,PCohF,0.92,0.92,0.92,0.92,0.92,1,1,0.92,0.92,1,1,0.92,1,0.92,0.92,0.76,0.92,0.84,0.84,0.84,1,0.92,0.92,0.92,0.84,0.92,1,1,0.92,0.92,0.84,1,1,0.84,0.92,0.92,0.92,1,1,0.76,1,0.84,0.92,0.92,0.76,0.84,1,0.92,0.92,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8
+12,T_BCmean,0.96,0.92,0.96,1,0.88,1,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.92,1,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.92,1,1,0.96,0.92,0.96,1,1,0.92,0.96,0.96,0.96,1,1,0.96,1,1,0.96,0.96,0.96,0.96
+13,T_BCmedian,0.88,0.88,0.96,0.92,0.84,0.92,1,1,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.92,0.96,0.92,0.96,1,0.96,0.96,0.92,1,0.96,0.92,0.96,0.96,0.92,0.92,0.96,0.96,0.92,1,1,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.92,0.96,0.92
+14,T_BF_BCmean,0.96,0.92,0.96,1,0.88,0.96,1,1,0.96,1,0.96,1,0.96,0.96,0.96,0.92,1,0.96,1,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.92,1,1,1,0.92,0.96,1,1,0.92,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,0.96,0.96
+15,T_BF_BCmedian,0.88,0.88,0.88,0.88,0.84,0.92,0.96,0.96,0.88,0.92,0.92,0.96,0.88,0.88,0.88,0.92,0.92,1,0.96,0.88,0.88,0.8,0.88,0.92,0.92,0.92,0.96,0.84,0.88,0.92,0.88,0.92,0.92,0.92,0.96,0.92,0.88,0.96,0.92,0.88,0.84,0.92,0.88,0.96,0.92,0.92,0.92,0.88,0.84,0.92
+16,T_BF_PF_BCmean,0.96,0.92,0.92,1,0.88,1,1,1,0.96,1,0.96,1,0.96,0.96,0.96,0.88,1,0.96,1,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,1,0.92,0.96,1,1,0.92,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96
+17,T_BF_PF_BCmedian,0.84,0.92,0.88,0.84,0.84,0.88,0.92,0.88,0.88,0.84,0.92,0.92,0.88,0.88,0.96,0.88,0.84,0.92,0.88,0.88,0.88,0.8,0.88,0.92,0.92,0.92,0.88,0.84,0.84,0.88,0.84,0.92,0.92,0.88,0.96,0.88,0.88,0.88,0.88,0.88,0.84,0.92,0.92,0.88,0.88,0.92,0.84,0.88,0.84,0.88
+18,T_BF_PFmean,0.96,0.92,0.96,1,0.88,1,1,1,0.96,1,0.96,1,0.96,0.96,1,0.96,1,0.96,1,0.92,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.92,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96
+19,T_BF_PFmedian,0.84,0.88,0.88,0.84,0.84,0.8,0.88,0.88,0.84,0.84,0.92,0.84,0.84,0.84,0.96,0.84,0.8,0.88,0.84,0.88,0.88,0.84,0.84,0.88,0.88,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.88,0.96,0.8,0.88,0.92,0.92,0.84,0.84,0.84
+20,T_BFmean,0.96,0.92,0.96,1,0.88,0.96,1,1,0.96,1,0.96,1,0.96,0.96,1,0.92,1,0.96,1,0.96,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.92,0.96,0.96,1,1,1,1,0.96,1,0.96,0.96,0.96,0.96
+21,T_BFmedian,0.92,0.92,0.88,0.92,0.84,0.96,1,0.96,0.92,0.96,1,1,0.92,0.92,0.96,0.92,0.92,0.96,0.96,1,1,0.96,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.92,0.92,0.96,0.96,0.92,0.96,0.96,0.96,1,0.96,1,0.96,1,0.96,0.92,0.96,0.92
+22,T_PF_BCmean,0.96,0.88,0.96,1,0.88,1,1,1,0.96,1,0.96,1,0.96,0.96,0.96,0.92,1,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.92,1,1,1,0.92,0.96,1,1,0.92,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,0.96,0.96
+23,T_PF_BCmedian,0.88,0.88,0.92,0.88,0.84,0.88,0.96,0.92,0.92,0.92,0.96,0.92,0.96,0.92,0.96,0.92,0.92,1,0.92,0.92,0.96,0.84,0.92,0.92,0.92,0.92,0.96,0.96,0.88,0.92,0.88,0.96,1,0.92,0.96,0.92,0.92,0.96,0.92,0.96,0.92,0.96,0.96,0.96,0.92,1,0.88,0.92,0.92,0.92
+24,T_PFmean,0.96,0.92,0.96,1,0.88,1,1,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,1,0.96,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,0.92,0.96,1,0.96,0.92,0.96,0.96,1,1,1,1,0.96,1,0.96,0.96,0.96,0.96
+25,T_PFmedian,0.88,0.92,0.92,1,0.88,0.96,1,0.96,0.92,1,0.96,1,0.96,0.96,0.96,0.92,0.96,0.96,0.96,1,1,0.96,0.92,1,0.96,0.96,0.96,0.92,0.96,0.92,0.96,0.92,0.92,0.92,0.96,1,0.96,0.88,0.96,1,0.96,1,1,0.92,0.96,0.92,0.92,0.92,0.92,0.96
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diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..02d6d94
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim19Sub001,sim19Sub002,sim19Sub003,sim19Sub004,sim19Sub005,sim19Sub006,sim19Sub007,sim19Sub008,sim19Sub009,sim19Sub010,sim19Sub011,sim19Sub012,sim19Sub013,sim19Sub014,sim19Sub015,sim19Sub016,sim19Sub017,sim19Sub018,sim19Sub019,sim19Sub020,sim19Sub021,sim19Sub022,sim19Sub023,sim19Sub024,sim19Sub025,sim19Sub026,sim19Sub027,sim19Sub028,sim19Sub029,sim19Sub030,sim19Sub031,sim19Sub032,sim19Sub033,sim19Sub034,sim19Sub035,sim19Sub036,sim19Sub037,sim19Sub038,sim19Sub039,sim19Sub040,sim19Sub041,sim19Sub042,sim19Sub043,sim19Sub044,sim19Sub045,sim19Sub046,sim19Sub047,sim19Sub048,sim19Sub049,sim19Sub050
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+21,T_BFmedian,0.85,0.92,0.95,0.97,0.79,0.97,1,0.99,0.92,0.98,1,1,0.96,0.93,0.97,0.94,0.93,0.98,0.98,1,1,0.95,0.98,1,1,0.9,0.97,0.96,0.96,0.99,0.94,0.98,0.98,0.97,0.97,0.995,0.99,0.94,0.95,0.98,0.975,1,0.98,1,0.98,1,0.98,0.965,0.99,0.97
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+24,T_PFmean,0.92,0.96,0.97,1,0.885,1,1,0.995,0.97,1,0.99,1,0.98,0.98,0.995,0.97,1,0.99,1,0.98,1,1,0.97,1,0.995,0.97,0.965,0.97,0.96,0.98,0.98,1,1,0.98,0.98,1,0.98,0.96,0.97,0.995,1,1,1,1,0.99,1,0.97,0.965,0.99,0.98
+25,T_PFmedian,0.87,0.93,0.95,1,0.84,0.96,1,0.99,0.95,1,0.99,1,0.98,0.96,0.97,0.95,0.98,0.985,0.985,1,1,0.97,0.965,1,0.98,0.96,0.965,0.965,0.96,0.955,0.96,0.95,0.97,0.965,0.98,1,0.99,0.935,0.95,1,0.995,1,1,0.97,0.98,0.97,0.95,0.955,0.97,0.98
+26,Tigress,0.91,0.945,0.96,0.995,0.895,0.99,1,0.985,0.97,0.99,0.99,0.995,0.98,0.965,0.99,0.955,0.995,0.985,0.985,0.98,0.99,0.99,0.97,1,0.99,0.96,0.955,0.965,0.95,0.975,0.985,0.99,0.985,0.96,0.98,0.995,0.98,0.945,0.965,0.99,0.97,0.99,0.99,0.99,0.995,0.99,0.97,0.965,0.98,0.975
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_37.csv
new file mode 100644
index 0000000..bd7f133
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_37.csv
@@ -0,0 +1,27 @@
+,sim19Sub001,sim19Sub002,sim19Sub003,sim19Sub004,sim19Sub005,sim19Sub006,sim19Sub007,sim19Sub008,sim19Sub009,sim19Sub010,sim19Sub011,sim19Sub012,sim19Sub013,sim19Sub014,sim19Sub015,sim19Sub016,sim19Sub017,sim19Sub018,sim19Sub019,sim19Sub020,sim19Sub021,sim19Sub022,sim19Sub023,sim19Sub024,sim19Sub025,sim19Sub026,sim19Sub027,sim19Sub028,sim19Sub029,sim19Sub030,sim19Sub031,sim19Sub032,sim19Sub033,sim19Sub034,sim19Sub035,sim19Sub036,sim19Sub037,sim19Sub038,sim19Sub039,sim19Sub040,sim19Sub041,sim19Sub042,sim19Sub043,sim19Sub044,sim19Sub045,sim19Sub046,sim19Sub047,sim19Sub048,sim19Sub049,sim19Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_73.csv
new file mode 100644
index 0000000..bd7f133
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_equal.csv
new file mode 100644
index 0000000..4113e6e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+20,0.94,0.9375,0.965,1,0.8775,0.9775,1,1,0.965,1,0.975,1,0.97,0.97,1,0.94,1,0.9775,1,0.97,1,1,0.965,1,0.975,0.96,0.965,0.965,0.96,0.97,0.9775,1,1,0.97,0.97,1,0.97,0.94,0.965,0.975,1,1,1,1,0.975,1,0.965,0.965,0.975,0.97
+21,0.885,0.92,0.915,0.945,0.815,0.965,1,0.975,0.92,0.97,1,1,0.94,0.925,0.965,0.93,0.925,0.97,0.97,1,1,0.955,0.97,1,1,0.93,0.965,0.96,0.96,0.975,0.93,0.97,0.97,0.945,0.945,0.9775,0.975,0.93,0.955,0.97,0.9675,1,0.97,1,0.97,1,0.97,0.9425,0.975,0.945
+22,0.94,0.915,0.965,1,0.865,1,1,1,0.955,1,0.975,1,0.9725,0.97,0.975,0.94,1,0.975,0.9775,0.97,1,1,0.965,0.9775,1,0.96,0.965,0.965,0.965,0.9475,1,1,1,0.9425,0.97,1,1,0.935,0.97,0.9775,1,1,1,0.9775,1,1,0.965,0.9625,0.975,0.97
+23,0.86,0.89,0.935,0.9025,0.81,0.8775,0.9675,0.9375,0.91,0.945,0.965,0.9425,0.965,0.92,0.975,0.935,0.925,1,0.94,0.875,0.96,0.87,0.935,0.875,0.945,0.92,0.97,0.96,0.9025,0.9375,0.885,0.975,1,0.93,0.975,0.9275,0.9375,0.955,0.93,0.975,0.935,0.975,0.975,0.975,0.9375,1,0.8675,0.935,0.94,0.92
+24,0.94,0.94,0.965,1,0.8825,1,1,0.9775,0.965,1,0.975,1,0.97,0.97,0.9775,0.965,1,0.975,1,0.97,1,1,0.965,1,0.9775,0.965,0.9625,0.965,0.96,0.97,0.97,1,1,0.95,0.97,1,0.97,0.94,0.965,0.9775,1,1,1,1,0.975,1,0.965,0.9625,0.975,0.97
+25,0.875,0.925,0.935,1,0.86,0.96,1,0.975,0.935,1,0.975,1,0.97,0.96,0.965,0.935,0.97,0.9725,0.9725,1,1,0.965,0.9425,1,0.97,0.96,0.9625,0.9425,0.96,0.9375,0.96,0.935,0.945,0.9425,0.97,1,0.975,0.9075,0.955,1,0.9775,1,1,0.945,0.97,0.945,0.935,0.9375,0.945,0.97
+26,0.895,0.9325,0.96,0.9775,0.8875,0.975,1,0.9725,0.965,0.975,0.975,0.9775,0.97,0.9625,0.975,0.9375,0.9775,0.9725,0.9725,0.97,0.975,0.975,0.965,1,0.975,0.94,0.9575,0.9625,0.955,0.9475,0.9725,0.975,0.9725,0.94,0.97,0.9775,0.97,0.9325,0.9625,0.975,0.965,0.975,0.975,0.975,0.9775,0.975,0.965,0.9625,0.97,0.9475
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_37.csv
new file mode 100644
index 0000000..bec9943
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.926
+2,BCorrU,0.854
+3,BF_BCmean,0.83625
+4,BF_BCmedian,0.798
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.7805
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.792
+9,PCohF,0.936
+10,PF_BCmean,0.837
+11,PF_BCmedian,0.792
+12,T_BCmean,0.969
+13,T_BCmedian,0.96225
+14,T_BF_BCmean,0.969
+15,T_BF_BCmedian,0.9045
+16,T_BF_PF_BCmean,0.969
+17,T_BF_PF_BCmedian,0.88675
+18,T_BF_PFmean,0.969
+19,T_BF_PFmedian,0.83775
+20,T_BFmean,0.969
+21,T_BFmedian,0.96525
+22,T_PF_BCmean,0.969
+23,T_PF_BCmedian,0.9305
+24,T_PFmean,0.969
+25,T_PFmedian,0.96225
+26,Tigress,0.96675
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_73.csv
new file mode 100644
index 0000000..bec9943
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.926
+2,BCorrU,0.854
+3,BF_BCmean,0.83625
+4,BF_BCmedian,0.798
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.7805
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.792
+9,PCohF,0.936
+10,PF_BCmean,0.837
+11,PF_BCmedian,0.792
+12,T_BCmean,0.969
+13,T_BCmedian,0.96225
+14,T_BF_BCmean,0.969
+15,T_BF_BCmedian,0.9045
+16,T_BF_PF_BCmean,0.969
+17,T_BF_PF_BCmedian,0.88675
+18,T_BF_PFmean,0.969
+19,T_BF_PFmedian,0.83775
+20,T_BFmean,0.969
+21,T_BFmedian,0.96525
+22,T_PF_BCmean,0.969
+23,T_PF_BCmedian,0.9305
+24,T_PFmean,0.969
+25,T_PFmedian,0.96225
+26,Tigress,0.96675
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_equal.csv
new file mode 100644
index 0000000..5b7dd96
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.93
+2,BCorrU,0.863333333333333
+3,BF_BCmean,0.83375
+4,BF_BCmedian,0.77
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.76
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.76
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.83625
+11,PF_BCmedian,0.76
+12,T_BCmean,0.975
+13,T_BCmedian,0.96375
+14,T_BF_BCmean,0.975
+15,T_BF_BCmedian,0.9075
+16,T_BF_PF_BCmean,0.975
+17,T_BF_PF_BCmedian,0.89
+18,T_BF_PFmean,0.975
+19,T_BF_PFmedian,0.83625
+20,T_BFmean,0.975
+21,T_BFmedian,0.96875
+22,T_PF_BCmean,0.975
+23,T_PF_BCmedian,0.9375
+24,T_PFmean,0.975
+25,T_PFmedian,0.96375
+26,Tigress,0.97125
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..a6b1422
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..6e19e22
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.94
+2,BCorrU,0.873333333333334
+3,BF_BCmean,0.8275
+4,BF_BCmedian,0.7
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.6875
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.685
+9,PCohF,0.973333333333333
+10,PF_BCmean,0.8325
+11,PF_BCmedian,0.6875
+12,T_BCmean,0.99
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.99
+15,T_BF_BCmedian,0.9125
+16,T_BF_PF_BCmean,0.99
+17,T_BF_PF_BCmedian,0.8925
+18,T_BF_PFmean,0.99
+19,T_BF_PFmedian,0.8225
+20,T_BFmean,0.99
+21,T_BFmedian,0.9775
+22,T_PF_BCmean,0.99
+23,T_PF_BCmedian,0.9525
+24,T_PFmean,0.99
+25,T_PFmedian,0.97
+26,Tigress,0.9825
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_37.csv
new file mode 100644
index 0000000..d3c3f3f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.908
+2,BCorrU,43.308
+3,BF_BCmean,41.7465
+4,BF_BCmedian,39.5665
+5,BF_PF_BCmean,41.9075
+6,BF_PF_BCmedian,39.2045
+7,BF_PFmean,41.8725
+8,BF_PFmedian,39.4085
+9,PCohF,46.456
+10,PF_BCmean,41.7815
+11,PF_BCmedian,39.476
+12,T_BCmean,48.5905
+13,T_BCmedian,47.603
+14,T_BF_BCmean,48.66
+15,T_BF_BCmedian,45.1135
+16,T_BF_PF_BCmean,48.6215
+17,T_BF_PF_BCmedian,44.151
+18,T_BF_PFmean,48.7295
+19,T_BF_PFmedian,42.2925
+20,T_BFmean,48.7295
+21,T_BFmedian,47.8305
+22,T_PF_BCmean,48.663
+23,T_PF_BCmedian,46.5655
+24,T_PFmean,48.7045
+25,T_PFmedian,47.864
+26,Tigress,47.9865
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_73.csv
new file mode 100644
index 0000000..d3c3f3f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.908
+2,BCorrU,43.308
+3,BF_BCmean,41.7465
+4,BF_BCmedian,39.5665
+5,BF_PF_BCmean,41.9075
+6,BF_PF_BCmedian,39.2045
+7,BF_PFmean,41.8725
+8,BF_PFmedian,39.4085
+9,PCohF,46.456
+10,PF_BCmean,41.7815
+11,PF_BCmedian,39.476
+12,T_BCmean,48.5905
+13,T_BCmedian,47.603
+14,T_BF_BCmean,48.66
+15,T_BF_BCmedian,45.1135
+16,T_BF_PF_BCmean,48.6215
+17,T_BF_PF_BCmedian,44.151
+18,T_BF_PFmean,48.7295
+19,T_BF_PFmedian,42.2925
+20,T_BFmean,48.7295
+21,T_BFmedian,47.8305
+22,T_PF_BCmean,48.663
+23,T_PF_BCmedian,46.5655
+24,T_PFmean,48.7045
+25,T_PFmedian,47.864
+26,Tigress,47.9865
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..cafdd7e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.1133333333333
+2,BCorrU,43.4866666666667
+3,BF_BCmean,41.5775
+4,BF_BCmedian,38.2375
+5,BF_PF_BCmean,41.8725
+6,BF_PF_BCmedian,37.7675
+7,BF_PFmean,41.8675
+8,BF_PFmedian,38.0275
+9,PCohF,46.7066666666667
+10,PF_BCmean,41.6625
+11,PF_BCmedian,38.06
+12,T_BCmean,48.7175
+13,T_BCmedian,47.685
+14,T_BF_BCmean,48.78
+15,T_BF_BCmedian,45.0025
+16,T_BF_PF_BCmean,48.7425
+17,T_BF_PF_BCmedian,44.145
+18,T_BF_PFmean,48.8425
+19,T_BF_PFmedian,41.9275
+20,T_BFmean,48.8425
+21,T_BFmedian,47.9575
+22,T_PF_BCmean,48.785
+23,T_PF_BCmedian,46.7025
+24,T_PFmean,48.8275
+25,T_PFmedian,48.04
+26,Tigress,48.2175
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..8752074
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.6
+2,BCorrU,43.04
+3,BF_BCmean,42
+4,BF_BCmedian,41.56
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.36
+7,BF_PFmean,41.88
+8,BF_PFmedian,41.48
+9,PCohF,46.08
+10,PF_BCmean,41.96
+11,PF_BCmedian,41.6
+12,T_BCmean,48.4
+13,T_BCmedian,47.48
+14,T_BF_BCmean,48.48
+15,T_BF_BCmedian,45.28
+16,T_BF_PF_BCmean,48.44
+17,T_BF_PF_BCmedian,44.16
+18,T_BF_PFmean,48.56
+19,T_BF_PFmedian,42.84
+20,T_BFmean,48.56
+21,T_BFmedian,47.64
+22,T_PF_BCmean,48.48
+23,T_PF_BCmedian,46.36
+24,T_PFmean,48.52
+25,T_PFmedian,47.6
+26,Tigress,47.64
diff --git a/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..7148866
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim19/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.6266666666667
+2,BCorrU,43.9333333333333
+3,BF_BCmean,41.155
+4,BF_BCmedian,34.915
+5,BF_PF_BCmean,41.785
+6,BF_PF_BCmedian,34.175
+7,BF_PFmean,41.855
+8,BF_PFmedian,34.575
+9,PCohF,47.3333333333333
+10,PF_BCmean,41.365
+11,PF_BCmedian,34.52
+12,T_BCmean,49.035
+13,T_BCmedian,47.89
+14,T_BF_BCmean,49.08
+15,T_BF_BCmedian,44.725
+16,T_BF_PF_BCmean,49.045
+17,T_BF_PF_BCmedian,44.13
+18,T_BF_PFmean,49.125
+19,T_BF_PFmedian,41.015
+20,T_BFmean,49.125
+21,T_BFmedian,48.275
+22,T_PF_BCmean,49.09
+23,T_PF_BCmedian,47.045
+24,T_PFmean,49.135
+25,T_PFmedian,48.48
+26,Tigress,48.795
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..0b09297
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim2Sub001,sim2Sub002,sim2Sub003,sim2Sub004,sim2Sub005,sim2Sub006,sim2Sub007,sim2Sub008,sim2Sub009,sim2Sub010,sim2Sub011,sim2Sub012,sim2Sub013,sim2Sub014,sim2Sub015,sim2Sub016,sim2Sub017,sim2Sub018,sim2Sub019,sim2Sub020,sim2Sub021,sim2Sub022,sim2Sub023,sim2Sub024,sim2Sub025,sim2Sub026,sim2Sub027,sim2Sub028,sim2Sub029,sim2Sub030,sim2Sub031,sim2Sub032,sim2Sub033,sim2Sub034,sim2Sub035,sim2Sub036,sim2Sub037,sim2Sub038,sim2Sub039,sim2Sub040,sim2Sub041,sim2Sub042,sim2Sub043,sim2Sub044,sim2Sub045,sim2Sub046,sim2Sub047,sim2Sub048,sim2Sub049,sim2Sub050
+1,BCohF,0.9,0.9,0.94,0.96,0.92,0.9,0.94,0.96,0.96,0.84,0.9,0.88,0.9,0.9,0.92,0.94,0.96,0.92,0.86,0.94,0.98,0.96,0.9,0.92,0.92,0.9,0.98,0.92,0.92,0.94,0.9,0.92,0.9,0.94,0.94,0.92,0.92,0.9,0.9,0.86,0.86,0.92,0.9,0.9,0.92,0.9,0.9,0.9,0.94,0.94
+2,BCorrU,0.88,0.92,0.9,0.9,0.88,0.86,0.88,0.9,0.88,0.84,0.88,0.84,0.9,0.86,0.92,0.82,0.94,0.9,0.86,0.88,0.92,0.9,0.84,0.9,0.88,0.92,0.96,0.9,0.9,0.92,0.9,0.84,0.86,0.88,0.9,0.9,0.86,0.9,0.88,0.88,0.88,0.88,0.84,0.86,0.88,0.88,0.88,0.9,0.86,0.92
+3,BF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+4,BF_BCmedian,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+5,BF_PF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+6,BF_PF_BCmedian,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9
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+9,PCohF,0.92,0.9,0.92,0.96,0.92,0.88,0.94,0.92,0.96,0.86,0.88,0.88,0.88,0.9,0.94,0.96,0.98,0.92,0.88,0.9,0.94,0.94,0.92,0.92,0.92,0.9,0.98,0.96,0.94,0.96,0.9,0.92,0.88,0.92,0.94,0.9,0.94,0.88,0.92,0.86,0.86,0.94,0.9,0.9,0.92,0.9,0.92,0.9,0.92,0.94
+10,PF_BCmean,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+11,PF_BCmedian,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9
+12,T_BCmean,0.95,0.95,0.95,0.97,0.97,0.95,0.95,0.97,0.97,0.93,0.93,0.96,0.96,0.98,0.97,0.96,0.96,0.96,0.97,0.96,0.96,0.98,0.96,0.95,0.96,0.98,0.98,0.97,0.97,0.97,0.93,0.97,0.98,0.97,0.95,0.97,0.93,0.96,0.96,0.94,0.96,0.94,0.96,0.94,0.97,0.97,0.94,0.95,0.97,0.95
+13,T_BCmedian,0.94,0.95,0.96,0.97,0.97,0.95,0.96,0.97,0.96,0.93,0.94,0.95,0.95,0.96,0.98,0.96,0.96,0.96,0.97,0.96,0.94,0.97,0.95,0.96,0.95,0.98,0.97,0.97,0.96,0.96,0.93,0.97,0.96,0.96,0.93,0.96,0.93,0.95,0.96,0.95,0.96,0.94,0.96,0.94,0.97,0.96,0.94,0.94,0.96,0.94
+14,T_BF_BCmean,0.97,0.95,0.96,0.98,0.97,0.95,0.95,0.97,0.97,0.93,0.93,0.96,0.95,0.98,0.97,0.97,0.96,0.97,0.97,0.97,0.96,0.98,0.96,0.96,0.95,0.97,0.98,0.96,0.95,0.97,0.93,0.96,0.98,0.97,0.95,0.97,0.92,0.96,0.96,0.94,0.96,0.94,0.96,0.94,0.97,0.97,0.94,0.94,0.97,0.95
+15,T_BF_BCmedian,0.93,0.98,0.96,0.97,0.95,0.95,0.92,0.96,0.94,0.92,0.95,0.96,0.96,0.93,0.95,0.95,0.92,0.95,0.92,0.95,0.92,0.95,0.94,0.95,0.95,0.96,0.97,0.99,0.95,0.94,0.94,0.96,0.94,0.95,0.96,0.94,0.94,0.96,0.96,0.92,0.98,0.92,0.94,0.94,0.94,0.95,0.93,0.93,0.95,0.96
+16,T_BF_PF_BCmean,0.95,0.95,0.97,0.99,0.97,0.95,0.96,0.98,0.97,0.93,0.94,0.96,0.95,0.98,0.98,0.97,0.96,0.96,0.97,0.96,0.96,0.98,0.96,0.96,0.95,0.97,0.98,0.96,0.95,0.97,0.93,0.97,0.97,0.96,0.95,0.96,0.93,0.96,0.96,0.94,0.96,0.94,0.96,0.94,0.97,0.97,0.94,0.94,0.97,0.96
+17,T_BF_PF_BCmedian,0.92,0.91,0.93,0.95,0.93,0.93,0.91,0.95,0.93,0.93,0.93,0.94,0.95,0.91,0.93,0.93,0.92,0.92,0.91,0.94,0.92,0.92,0.92,0.94,0.95,0.92,0.96,0.96,0.93,0.93,0.92,0.94,0.92,0.93,0.95,0.9,0.92,0.97,0.94,0.92,0.95,0.92,0.93,0.93,0.92,0.94,0.93,0.91,0.93,0.95
+18,T_BF_PFmean,0.96,0.95,0.96,0.98,0.97,0.95,0.95,0.98,0.97,0.93,0.93,0.96,0.96,0.98,0.97,0.97,0.96,0.97,0.97,0.96,0.96,0.98,0.95,0.96,0.95,0.97,0.98,0.96,0.96,0.97,0.93,0.97,0.97,0.97,0.95,0.97,0.92,0.96,0.96,0.94,0.96,0.94,0.95,0.94,0.97,0.97,0.94,0.94,0.97,0.95
+19,T_BF_PFmedian,0.9,0.91,0.9,0.92,0.9,0.9,0.9,0.94,0.9,0.91,0.92,0.9,0.9,0.91,0.91,0.9,0.91,0.9,0.9,0.91,0.91,0.9,0.91,0.9,0.9,0.91,0.91,0.91,0.9,0.91,0.9,0.91,0.9,0.9,0.91,0.89,0.9,0.91,0.92,0.9,0.91,0.91,0.9,0.9,0.91,0.9,0.91,0.9,0.91,0.91
+20,T_BFmean,0.95,0.95,0.95,0.97,0.97,0.95,0.95,0.97,0.97,0.93,0.93,0.96,0.96,0.98,0.97,0.96,0.96,0.96,0.96,0.96,0.97,0.98,0.95,0.96,0.96,0.97,0.97,0.97,0.97,0.97,0.93,0.97,0.97,0.97,0.96,0.97,0.93,0.96,0.96,0.94,0.96,0.94,0.95,0.94,0.97,0.96,0.95,0.94,0.98,0.95
+21,T_BFmedian,0.94,0.95,0.96,0.97,0.97,0.95,0.96,0.97,0.97,0.94,0.93,0.96,0.96,0.97,0.97,0.97,0.96,0.96,0.97,0.96,0.96,0.98,0.95,0.96,0.96,0.98,0.97,0.97,0.96,0.97,0.93,0.97,0.97,0.96,0.96,0.96,0.92,0.96,0.96,0.95,0.96,0.93,0.96,0.94,0.96,0.96,0.95,0.94,0.96,0.95
+22,T_PF_BCmean,0.96,0.95,0.95,0.98,0.97,0.95,0.95,0.97,0.97,0.93,0.93,0.96,0.95,0.98,0.97,0.97,0.96,0.97,0.97,0.97,0.96,0.98,0.96,0.96,0.95,0.97,0.98,0.96,0.96,0.97,0.93,0.97,0.98,0.96,0.95,0.97,0.92,0.96,0.96,0.94,0.95,0.94,0.96,0.94,0.97,0.97,0.94,0.94,0.97,0.95
+23,T_PF_BCmedian,0.93,0.98,0.96,0.98,0.95,0.95,0.92,0.96,0.94,0.92,0.95,0.96,0.96,0.93,0.97,0.95,0.92,0.95,0.93,0.95,0.93,0.95,0.94,0.96,0.95,0.96,0.97,0.99,0.95,0.94,0.94,0.96,0.94,0.96,0.96,0.94,0.94,0.98,0.96,0.92,0.98,0.92,0.94,0.94,0.94,0.95,0.94,0.93,0.95,0.96
+24,T_PFmean,0.94,0.95,0.95,0.97,0.97,0.95,0.95,0.97,0.97,0.93,0.93,0.96,0.96,0.98,0.97,0.97,0.96,0.96,0.96,0.96,0.97,0.98,0.95,0.96,0.96,0.97,0.97,0.97,0.97,0.97,0.93,0.97,0.98,0.98,0.96,0.97,0.93,0.96,0.96,0.94,0.95,0.94,0.95,0.94,0.97,0.96,0.95,0.94,0.98,0.95
+25,T_PFmedian,0.94,0.95,0.95,0.97,0.97,0.94,0.96,0.97,0.97,0.94,0.93,0.96,0.96,0.98,0.97,0.97,0.96,0.96,0.97,0.96,0.96,0.98,0.94,0.96,0.95,0.98,0.97,0.97,0.96,0.97,0.92,0.98,0.96,0.97,0.96,0.96,0.92,0.96,0.96,0.95,0.96,0.93,0.96,0.94,0.96,0.96,0.94,0.94,0.96,0.95
+26,Tigress,0.94,0.95,0.95,0.97,0.97,0.95,0.95,0.97,0.97,0.93,0.93,0.96,0.95,0.98,0.97,0.96,0.96,0.96,0.96,0.96,0.97,0.96,0.94,0.95,0.96,0.97,0.97,0.97,0.96,0.97,0.93,0.97,0.98,0.97,0.95,0.97,0.93,0.96,0.96,0.94,0.95,0.94,0.95,0.93,0.96,0.97,0.95,0.95,0.96,0.95
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..aff8005
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim2Sub001,sim2Sub002,sim2Sub003,sim2Sub004,sim2Sub005,sim2Sub006,sim2Sub007,sim2Sub008,sim2Sub009,sim2Sub010,sim2Sub011,sim2Sub012,sim2Sub013,sim2Sub014,sim2Sub015,sim2Sub016,sim2Sub017,sim2Sub018,sim2Sub019,sim2Sub020,sim2Sub021,sim2Sub022,sim2Sub023,sim2Sub024,sim2Sub025,sim2Sub026,sim2Sub027,sim2Sub028,sim2Sub029,sim2Sub030,sim2Sub031,sim2Sub032,sim2Sub033,sim2Sub034,sim2Sub035,sim2Sub036,sim2Sub037,sim2Sub038,sim2Sub039,sim2Sub040,sim2Sub041,sim2Sub042,sim2Sub043,sim2Sub044,sim2Sub045,sim2Sub046,sim2Sub047,sim2Sub048,sim2Sub049,sim2Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_37.csv
new file mode 100644
index 0000000..72a531f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_73.csv
new file mode 100644
index 0000000..72a531f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_equal.csv
new file mode 100644
index 0000000..e2d8bdf
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_37.csv
new file mode 100644
index 0000000..99dcefe
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.920398601398601
+2,BCorrU,0.882965034965035
+3,BF_BCmean,0.890393258426966
+4,BF_BCmedian,0.85170582226762
+5,BF_PF_BCmean,0.89338100102145
+6,BF_PF_BCmedian,0.857475485188968
+7,BF_PFmean,0.892614913176711
+8,BF_PFmedian,0.85497139938713
+9,PCohF,0.921461538461538
+10,PF_BCmean,0.890010214504596
+11,PF_BCmedian,0.850786516853933
+12,T_BCmean,0.964798774259448
+13,T_BCmedian,0.959258937691522
+14,T_BF_BCmean,0.967073033707865
+15,T_BF_BCmedian,0.948859550561798
+16,T_BF_PF_BCmean,0.964875383043922
+17,T_BF_PF_BCmedian,0.928783452502554
+18,T_BF_PFmean,0.96617773237998
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+23,T_PF_BCmedian,0.950803370786517
+24,T_PFmean,0.965718079673136
+25,T_PFmedian,0.96523442288049
+26,Tigress,0.965105209397344
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_73.csv
new file mode 100644
index 0000000..99dcefe
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.920398601398601
+2,BCorrU,0.882965034965035
+3,BF_BCmean,0.890393258426966
+4,BF_BCmedian,0.85170582226762
+5,BF_PF_BCmean,0.89338100102145
+6,BF_PF_BCmedian,0.857475485188968
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+9,PCohF,0.921461538461538
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+24,T_PFmean,0.965718079673136
+25,T_PFmedian,0.96523442288049
+26,Tigress,0.965105209397344
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_equal.csv
new file mode 100644
index 0000000..6e903bd
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922995337995338
+2,BCorrU,0.880314685314685
+3,BF_BCmean,0.883988764044944
+4,BF_BCmedian,0.819509703779367
+5,BF_PF_BCmean,0.888968335035751
+6,BF_PF_BCmedian,0.83100102145046
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+11,PF_BCmedian,0.817977528089888
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+17,T_BF_PF_BCmedian,0.929067926455567
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+19,T_BF_PFmedian,0.858781920326864
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+23,T_PF_BCmedian,0.95214504596527
+24,T_PFmean,0.968891726251277
+25,T_PFmedian,0.968199693564862
+26,Tigress,0.968125638406537
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..f5792c0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.88
+3,BF_BCmean,0.9
+4,BF_BCmedian,0.9
+5,BF_PF_BCmean,0.9
+6,BF_PF_BCmedian,0.9
+7,BF_PFmean,0.9
+8,BF_PFmedian,0.9
+9,PCohF,0.92
+10,PF_BCmean,0.9
+11,PF_BCmedian,0.9
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.95
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.93
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.905
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.95
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..974b76b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.924825174825175
+2,BCorrU,0.882284382284382
+3,BF_BCmean,0.867977528089887
+4,BF_BCmedian,0.739019407558734
+5,BF_PF_BCmean,0.877936670071501
+6,BF_PF_BCmedian,0.76200204290092
+7,BF_PFmean,0.876404494382023
+8,BF_PFmedian,0.758171603677221
+9,PCohF,0.931235431235431
+10,PF_BCmean,0.867211440245148
+11,PF_BCmedian,0.735955056179775
+12,T_BCmean,0.975995914198162
+13,T_BCmedian,0.96859039836568
+14,T_BF_BCmean,0.972420837589377
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+16,T_BF_PF_BCmean,0.970377936670072
+17,T_BF_PF_BCmedian,0.928243105209398
+18,T_BF_PFmean,0.975229826353422
+19,T_BF_PFmedian,0.81511746680286
+20,T_BFmean,0.976251276813074
+21,T_BFmedian,0.970888661899898
+22,T_PF_BCmean,0.97267620020429
+23,T_PF_BCmedian,0.959908069458631
+24,T_PFmean,0.976762002042901
+25,T_PFmedian,0.971399387129724
+26,Tigress,0.977017364657814
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_37.csv
new file mode 100644
index 0000000..776bbbc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.9324195804196
+2,BCorrU,44.1578741258741
+3,BF_BCmean,44.4635852911134
+4,BF_BCmedian,42.5676138917262
+5,BF_PF_BCmean,44.5794657814096
+6,BF_PF_BCmedian,42.6425760980592
+7,BF_PFmean,44.5870214504597
+8,BF_PFmedian,42.6365914198161
+9,PCohF,45.9687692307692
+10,PF_BCmean,44.4630204290092
+11,PF_BCmedian,42.5195423901941
+12,T_BCmean,48.0803248212462
+13,T_BCmedian,47.886191011236
+14,T_BF_BCmean,48.0898723186925
+15,T_BF_BCmedian,47.4466343207354
+16,T_BF_PF_BCmean,48.0628100102145
+17,T_BF_PF_BCmedian,46.5465393258427
+18,T_BF_PFmean,48.1011052093973
+19,T_BF_PFmedian,43.8010112359551
+20,T_BFmean,48.1152492339122
+21,T_BFmedian,48.0348008171604
+22,T_PF_BCmean,48.0852185903984
+23,T_PF_BCmedian,47.6093309499489
+24,T_PFmean,48.1355791624106
+25,T_PFmedian,48.0273319713994
+26,Tigress,48.0526036772217
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_73.csv
new file mode 100644
index 0000000..776bbbc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.9324195804196
+2,BCorrU,44.1578741258741
+3,BF_BCmean,44.4635852911134
+4,BF_BCmedian,42.5676138917262
+5,BF_PF_BCmean,44.5794657814096
+6,BF_PF_BCmedian,42.6425760980592
+7,BF_PFmean,44.5870214504597
+8,BF_PFmedian,42.6365914198161
+9,PCohF,45.9687692307692
+10,PF_BCmean,44.4630204290092
+11,PF_BCmedian,42.5195423901941
+12,T_BCmean,48.0803248212462
+13,T_BCmedian,47.886191011236
+14,T_BF_BCmean,48.0898723186925
+15,T_BF_BCmedian,47.4466343207354
+16,T_BF_PF_BCmean,48.0628100102145
+17,T_BF_PF_BCmedian,46.5465393258427
+18,T_BF_PFmean,48.1011052093973
+19,T_BF_PFmedian,43.8010112359551
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+21,T_BFmedian,48.0348008171604
+22,T_PF_BCmean,48.0852185903984
+23,T_PF_BCmedian,47.6093309499489
+24,T_PFmean,48.1355791624106
+25,T_PFmedian,48.0273319713994
+26,Tigress,48.0526036772217
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..c8feccf
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.9806993006993
+2,BCorrU,44.0897902097902
+3,BF_BCmean,44.105975485189
+4,BF_BCmedian,40.9593564862104
+5,BF_PF_BCmean,44.3057763023493
+6,BF_PF_BCmedian,41.1109601634321
+7,BF_PFmean,44.3250357507661
+8,BF_PFmedian,41.1209856996936
+9,PCohF,46.0546153846154
+10,PF_BCmean,44.1117007150153
+11,PF_BCmedian,40.9059039836568
+12,T_BCmean,48.1605413687436
+13,T_BCmedian,47.9636516853933
+14,T_BF_BCmean,48.1831205311542
+15,T_BF_BCmedian,47.5110572012257
+16,T_BF_PF_BCmean,48.1246833503575
+17,T_BF_PF_BCmedian,46.5508988764045
+18,T_BF_PFmean,48.2085086823289
+19,T_BF_PFmedian,42.8016853932584
+20,T_BFmean,48.2387487231869
+21,T_BFmedian,48.1246680286006
+22,T_PF_BCmean,48.1886976506639
+23,T_PF_BCmedian,47.7155515832482
+24,T_PFmean,48.2659652706844
+25,T_PFmedian,48.138886618999
+26,Tigress,48.2010061287028
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..2f47364
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.86
+2,BCorrU,44.26
+3,BF_BCmean,45
+4,BF_BCmedian,44.98
+5,BF_PF_BCmean,44.99
+6,BF_PF_BCmedian,44.94
+7,BF_PFmean,44.98
+8,BF_PFmedian,44.91
+9,PCohF,45.84
+10,PF_BCmean,44.99
+11,PF_BCmedian,44.94
+12,T_BCmean,47.96
+13,T_BCmedian,47.77
+14,T_BF_BCmean,47.95
+15,T_BF_BCmedian,47.35
+16,T_BF_PF_BCmean,47.97
+17,T_BF_PF_BCmedian,46.54
+18,T_BF_PFmean,47.94
+19,T_BF_PFmedian,45.3
+20,T_BFmean,47.93
+21,T_BFmedian,47.9
+22,T_PF_BCmean,47.93
+23,T_PF_BCmedian,47.45
+24,T_PFmean,47.94
+25,T_PFmedian,47.86
+26,Tigress,47.83
diff --git a/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..aa79354
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim2/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.1013986013986
+2,BCorrU,43.9195804195804
+3,BF_BCmean,43.2119509703779
+4,BF_BCmedian,36.9387129724208
+5,BF_PF_BCmean,43.6215526046987
+6,BF_PF_BCmedian,37.2819203268641
+7,BF_PFmean,43.6700715015322
+8,BF_PFmedian,37.3319713993871
+9,PCohF,46.2692307692308
+10,PF_BCmean,43.2334014300306
+11,PF_BCmedian,36.8718079673136
+12,T_BCmean,48.3610827374872
+13,T_BCmedian,48.1573033707865
+14,T_BF_BCmean,48.4162410623085
+15,T_BF_BCmedian,47.6721144024515
+16,T_BF_PF_BCmean,48.279366700715
+17,T_BF_PF_BCmedian,46.561797752809
+18,T_BF_PFmean,48.4770173646578
+19,T_BF_PFmedian,40.3033707865169
+20,T_BFmean,48.5474974463739
+21,T_BFmedian,48.3493360572012
+22,T_PF_BCmean,48.4473953013279
+23,T_PF_BCmedian,47.9811031664964
+24,T_PFmean,48.5919305413687
+25,T_PFmedian,48.417773237998
+26,Tigress,48.5720122574055
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..c3cbbc4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim20Sub001,sim20Sub002,sim20Sub003,sim20Sub004,sim20Sub005,sim20Sub006,sim20Sub007,sim20Sub008,sim20Sub009,sim20Sub010,sim20Sub011,sim20Sub012,sim20Sub013,sim20Sub014,sim20Sub015,sim20Sub016,sim20Sub017,sim20Sub018,sim20Sub019,sim20Sub020,sim20Sub021,sim20Sub022,sim20Sub023,sim20Sub024,sim20Sub025,sim20Sub026,sim20Sub027,sim20Sub028,sim20Sub029,sim20Sub030,sim20Sub031,sim20Sub032,sim20Sub033,sim20Sub034,sim20Sub035,sim20Sub036,sim20Sub037,sim20Sub038,sim20Sub039,sim20Sub040,sim20Sub041,sim20Sub042,sim20Sub043,sim20Sub044,sim20Sub045,sim20Sub046,sim20Sub047,sim20Sub048,sim20Sub049,sim20Sub050
+1,BCohF,1,1,1,0.92,1,0.92,1,0.84,0.92,0.92,0.84,0.92,0.92,0.92,0.92,0.76,1,1,0.84,0.84,1,0.92,0.92,0.76,0.84,0.84,0.92,1,0.92,0.92,0.84,0.92,0.92,1,0.92,0.76,0.92,1,1,0.92,0.92,0.92,0.92,0.84,1,0.92,0.92,0.92,0.84,1
+2,BCorrU,0.76,0.84,0.92,0.84,0.92,0.84,0.92,0.84,0.76,0.84,0.92,0.92,0.84,0.92,0.92,0.76,1,0.84,0.92,0.84,1,0.92,0.76,0.76,0.84,0.92,0.92,1,0.84,1,1,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.84,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.76,0.84,0.92,0.84
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+9,PCohF,0.92,1,0.92,1,1,0.92,1,0.92,0.92,0.92,0.92,0.92,1,1,1,0.76,0.92,0.92,1,0.92,1,0.92,0.92,0.76,0.92,0.92,1,1,0.92,0.92,0.92,0.92,1,1,0.92,0.92,1,1,1,0.92,1,0.92,0.92,0.92,0.92,0.92,1,1,0.84,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,0.92,0.92,0.96,1,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.92,1,0.96,0.96,0.96,1,1,0.96,1,1,0.96,0.96,0.96,0.96,1,1,0.88,1,1,0.96,1,1,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,1,0.96
+13,T_BCmedian,0.88,0.92,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.92,0.92,0.96,0.84,0.92,0.96,0.96,0.96,1,0.92,0.96,1,0.96,0.96,0.96,0.96,0.96,1,0.96,0.92,0.92,0.92,0.96,1,0.96,1,0.92,1,0.96,0.96,0.96,0.92,0.96,0.96,0.92,0.96,0.96,0.96
+14,T_BF_BCmean,0.92,0.92,0.96,1,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.92,1,0.96,0.96,0.96,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,0.92,1,1,1,1,1,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,1
+15,T_BF_BCmedian,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.92,0.92,0.88,0.92,0.88,0.88,0.92,0.92,0.96,0.92,0.88,0.88,0.88,0.92,0.92,0.92,0.96,0.84,0.88,0.92,0.92,0.88,0.88,0.92,0.96,0.96,0.92,0.96,0.92,0.92,0.96,0.92,0.88,0.88,0.92,0.92,0.88,0.88,0.92,0.92
+16,T_BF_PF_BCmean,0.92,0.92,0.96,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,0.92,1,1,1,1,1,0.96,0.96,0.96,1,1,1,0.96,1,0.96,0.96,0.96,0.96,1
+17,T_BF_PF_BCmedian,0.84,0.96,0.88,0.84,0.88,0.88,0.88,0.92,0.88,0.84,0.96,0.92,0.84,0.88,0.92,0.84,0.88,0.92,0.88,0.88,0.92,0.88,0.88,0.92,0.88,0.88,0.84,0.88,0.88,0.84,0.92,0.88,0.88,0.92,0.96,0.92,0.88,0.92,0.8,0.92,0.88,0.92,0.92,0.92,0.92,0.96,0.84,0.92,0.84,0.92
+18,T_BF_PFmean,0.96,0.92,0.96,1,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1,0.96,1,1,1,0.96,1,1,0.96,1,1,0.96,0.96,0.96,0.96,1,1,0.92,1,1,1,1,1,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,1
+19,T_BF_PFmedian,0.84,0.92,0.88,0.84,0.84,0.8,0.84,0.92,0.84,0.84,0.96,0.88,0.8,0.88,0.92,0.84,0.84,0.88,0.88,0.88,0.92,0.88,0.84,0.84,0.8,0.88,0.84,0.88,0.92,0.84,0.8,0.84,0.8,0.88,0.88,0.88,0.84,0.84,0.8,0.88,0.84,0.88,0.96,0.92,0.92,0.96,0.84,0.92,0.84,0.96
+20,T_BFmean,0.96,0.92,0.96,1,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1,0.96,1,1,1,0.96,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,0.88,1,1,0.96,1,1,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,1
+21,T_BFmedian,0.88,0.92,0.96,0.96,0.96,0.96,1,0.96,0.96,0.92,1,1,0.92,0.92,0.96,0.92,0.92,0.96,0.92,0.96,1,0.96,0.92,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.88,0.92,1,0.96,1,1,0.92,0.96,1,0.96,0.96,1,0.96,0.96,1,0.92,0.92,0.96,1
+22,T_PF_BCmean,0.92,0.92,0.96,1,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.92,1,0.96,0.96,0.96,1,0.96,0.96,1,1,0.96,0.96,0.96,0.96,1,1,0.92,1,1,1,1,1,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96
+23,T_PF_BCmedian,0.88,0.88,0.88,0.88,0.96,0.88,0.88,0.96,0.92,0.84,0.96,0.92,0.92,0.92,0.96,0.88,0.92,0.92,0.88,0.96,0.92,0.88,0.88,0.92,0.92,0.92,0.96,0.88,0.92,0.92,0.92,0.88,0.88,0.92,0.96,0.96,0.92,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.88,0.96,0.96,0.92
+24,T_PFmean,0.92,0.92,0.96,1,0.96,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1,0.96,1,1,1,0.96,1,0.96,0.96,1,1,0.96,0.96,0.96,0.96,1,1,0.88,1,1,0.96,1,0.96,0.96,0.96,1,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96
+25,T_PFmedian,0.88,0.92,0.96,0.96,0.92,0.96,1,0.92,0.92,0.92,0.96,1,0.96,0.96,0.96,0.88,0.96,0.96,0.96,0.96,1,0.96,0.92,1,0.96,0.92,0.92,0.96,0.96,0.92,0.96,0.92,0.92,0.96,0.96,1,0.92,0.92,0.96,1,1,1,0.96,0.96,0.96,0.96,0.92,0.92,1,0.96
+26,Tigress,0.92,0.92,0.96,0.96,0.96,0.96,1,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.88,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..5d45bbd
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim20Sub001,sim20Sub002,sim20Sub003,sim20Sub004,sim20Sub005,sim20Sub006,sim20Sub007,sim20Sub008,sim20Sub009,sim20Sub010,sim20Sub011,sim20Sub012,sim20Sub013,sim20Sub014,sim20Sub015,sim20Sub016,sim20Sub017,sim20Sub018,sim20Sub019,sim20Sub020,sim20Sub021,sim20Sub022,sim20Sub023,sim20Sub024,sim20Sub025,sim20Sub026,sim20Sub027,sim20Sub028,sim20Sub029,sim20Sub030,sim20Sub031,sim20Sub032,sim20Sub033,sim20Sub034,sim20Sub035,sim20Sub036,sim20Sub037,sim20Sub038,sim20Sub039,sim20Sub040,sim20Sub041,sim20Sub042,sim20Sub043,sim20Sub044,sim20Sub045,sim20Sub046,sim20Sub047,sim20Sub048,sim20Sub049,sim20Sub050
+1,BCohF,1,1,1,0.986666666666667,1,0.973333333333333,1,0.866666666666667,0.92,0.973333333333333,0.92,0.973333333333333,0.946666666666667,0.946666666666667,0.973333333333333,0.76,1,1,0.893333333333333,0.866666666666667,1,0.973333333333333,0.96,0.786666666666667,0.853333333333333,0.92,0.986666666666667,1,0.96,0.986666666666667,0.92,0.946666666666667,0.92,1,0.973333333333333,0.826666666666667,0.906666666666667,1,1,0.893333333333333,0.973333333333333,0.946666666666667,0.893333333333333,0.893333333333333,1,0.96,0.946666666666667,0.973333333333333,0.853333333333333,1
+2,BCorrU,0.786666666666667,0.906666666666667,0.986666666666667,0.893333333333333,0.92,0.866666666666667,0.893333333333333,0.84,0.786666666666667,0.866666666666667,0.973333333333333,0.933333333333333,0.906666666666667,0.92,0.866666666666667,0.773333333333333,1,0.826666666666667,0.866666666666667,0.813333333333333,1,0.866666666666667,0.773333333333333,0.733333333333333,0.826666666666667,0.92,0.973333333333333,1,0.866666666666667,1,1,0.92,0.893333333333333,0.92,0.88,0.866666666666667,0.866666666666667,0.973333333333333,0.906666666666667,0.893333333333333,0.866666666666667,0.92,0.866666666666667,0.933333333333333,0.786666666666667,0.973333333333333,0.786666666666667,0.88,0.946666666666667,0.88
+3,BF_BCmean,0.81,0.88,0.88,0.86,0.845,0.82,0.85,0.8,0.78,0.845,0.865,0.85,0.88,0.835,0.79,0.69,0.88,0.78,0.81,0.795,0.88,0.83,0.78,0.81,0.76,0.82,0.865,0.88,0.8,0.885,0.84,0.86,0.82,0.845,0.82,0.77,0.82,0.88,0.825,0.81,0.84,0.85,0.8,0.83,0.84,0.85,0.87,0.88,0.79,0.86
+4,BF_BCmedian,0.62,0.78,0.72,0.645,0.605,0.535,0.82,0.74,0.76,0.635,0.74,0.745,0.61,0.585,0.64,0.63,0.62,0.7,0.68,0.78,0.7,0.73,0.68,0.72,0.735,0.71,0.675,0.665,0.785,0.695,0.68,0.71,0.79,0.74,0.76,0.665,0.715,0.78,0.545,0.81,0.58,0.72,0.705,0.74,0.655,0.785,0.74,0.76,0.66,0.71
+5,BF_PF_BCmean,0.86,0.88,0.88,0.885,0.88,0.83,0.88,0.82,0.78,0.865,0.875,0.855,0.88,0.865,0.85,0.72,0.88,0.82,0.84,0.8,0.88,0.845,0.835,0.79,0.83,0.85,0.885,0.88,0.85,0.86,0.85,0.86,0.83,0.88,0.86,0.79,0.85,0.88,0.87,0.8,0.86,0.86,0.8,0.805,0.84,0.85,0.88,0.88,0.78,0.88
+6,BF_PF_BCmedian,0.66,0.78,0.74,0.635,0.575,0.575,0.78,0.71,0.615,0.665,0.69,0.74,0.555,0.6,0.62,0.66,0.62,0.74,0.6,0.78,0.72,0.745,0.64,0.76,0.735,0.79,0.675,0.675,0.785,0.655,0.68,0.68,0.69,0.68,0.72,0.655,0.76,0.72,0.575,0.8,0.625,0.72,0.615,0.7,0.625,0.76,0.68,0.74,0.66,0.72
+7,BF_PFmean,0.88,0.88,0.88,0.88,0.88,0.85,0.88,0.78,0.82,0.88,0.84,0.86,0.88,0.88,0.88,0.72,0.88,0.88,0.82,0.8,0.88,0.86,0.84,0.72,0.82,0.88,0.88,0.88,0.86,0.86,0.84,0.84,0.82,0.88,0.85,0.8,0.84,0.88,0.875,0.85,0.88,0.84,0.8,0.82,0.84,0.86,0.865,0.88,0.74,0.88
+8,BF_PFmedian,0.62,0.78,0.76,0.635,0.575,0.595,0.79,0.8,0.635,0.695,0.74,0.74,0.64,0.58,0.595,0.66,0.62,0.74,0.605,0.76,0.76,0.765,0.72,0.74,0.735,0.78,0.635,0.735,0.78,0.655,0.66,0.72,0.685,0.69,0.73,0.655,0.76,0.7,0.555,0.8,0.635,0.76,0.615,0.73,0.605,0.7,0.76,0.7,0.68,0.72
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diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_37.csv
new file mode 100644
index 0000000..f941efc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_73.csv
new file mode 100644
index 0000000..f941efc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_73.csv
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diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_equal.csv
new file mode 100644
index 0000000..cc21b1c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+4,0.73,0.81,0.78,0.7225,0.7025,0.6675,0.83,0.79,0.8,0.7175,0.79,0.7925,0.725,0.6925,0.74,0.735,0.73,0.77,0.76,0.81,0.77,0.785,0.76,0.78,0.7675,0.775,0.7375,0.7325,0.8125,0.7475,0.76,0.775,0.815,0.79,0.8,0.7325,0.7575,0.81,0.6725,0.825,0.71,0.78,0.7525,0.79,0.7275,0.8125,0.79,0.8,0.75,0.775
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+9,0.946666666666667,1,0.946666666666667,1,1,0.946666666666667,1,0.893333333333334,0.92,0.946666666666667,0.94,0.946666666666667,1,1,1,0.773333333333333,0.933333333333334,0.946666666666667,1,0.92,1,0.933333333333334,0.933333333333334,0.773333333333333,0.933333333333334,0.953333333333334,1,1,0.946666666666667,0.94,0.94,0.953333333333334,1,1,0.933333333333334,0.92,1,1,1,0.953333333333334,1,0.953333333333334,0.946666666666667,0.933333333333334,0.926666666666667,0.94,1,1,0.833333333333333,1
+10,0.825,0.86,0.86,0.86,0.855,0.835,0.855,0.825,0.81,0.8575,0.865,0.845,0.86,0.84,0.825,0.785,0.85,0.81,0.82,0.83,0.86,0.82,0.815,0.795,0.84,0.85,0.86,0.86,0.845,0.8525,0.85,0.86,0.84,0.855,0.845,0.81,0.84,0.86,0.84,0.825,0.845,0.8575,0.825,0.84,0.84,0.84,0.855,0.85,0.81,0.855
+11,0.69,0.8,0.77,0.7225,0.6975,0.7075,0.83,0.78,0.81,0.7175,0.78,0.78,0.74,0.72,0.7025,0.73,0.735,0.77,0.75,0.815,0.8,0.79,0.78,0.78,0.7575,0.8325,0.7175,0.7875,0.82,0.7575,0.74,0.775,0.81,0.785,0.81,0.7675,0.7575,0.8,0.695,0.82,0.7,0.8,0.7025,0.785,0.6675,0.79,0.77,0.78,0.74,0.755
+12,0.9075,0.94,0.96,1,0.9675,1,1,0.97,0.9675,0.97,0.975,0.975,0.96,0.97,0.975,0.935,1,0.975,0.975,0.93,1,1,0.965,1,1,0.965,0.965,0.9625,0.965,1,1,0.91,1,1,0.9775,1,1,0.965,0.965,0.975,0.9775,1,1,0.97,0.975,1,0.965,0.9625,1,0.975
+13,0.86,0.91,0.96,0.97,0.9775,0.97,1,0.955,1,0.965,0.965,0.97,0.905,0.8975,0.97,0.87,0.905,0.97,0.975,0.955,1,0.945,0.965,1,0.96,0.965,0.975,0.96,0.965,1,0.97,0.935,0.94,0.9475,0.96,1,0.975,1,0.9275,1,0.9675,0.975,0.975,0.9275,0.975,0.975,0.915,0.955,0.965,0.975
+14,0.9075,0.94,0.96,1,0.975,0.975,1,0.97,0.9675,0.9725,0.975,1,0.965,0.97,0.9775,0.9425,1,0.975,0.9775,0.925,1,1,0.965,1,0.9775,0.965,0.965,0.965,0.965,1,1,0.935,1,1,1,1,1,0.965,0.97,0.975,1,1,1,0.975,1,1,0.965,0.965,1,1
+15,0.85,0.8875,0.875,0.8725,0.89,0.885,0.91,0.875,0.9,0.8525,0.9375,0.9475,0.885,0.8825,0.8025,0.865,0.89,0.945,0.9725,0.9225,0.89,0.885,0.89,0.9275,0.925,0.905,0.975,0.8175,0.885,0.945,0.935,0.86,0.9025,0.93,0.915,0.9675,0.94,0.97,0.925,0.94,0.9625,0.93,0.85,0.9075,0.93,0.9175,0.89,0.9025,0.9375,0.915
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+17,0.81,0.94,0.8825,0.845,0.8725,0.84,0.8925,0.895,0.88,0.83,0.95,0.9325,0.845,0.845,0.9425,0.83,0.8425,0.905,0.8775,0.8875,0.925,0.885,0.89,0.915,0.88,0.875,0.87,0.8875,0.8975,0.865,0.92,0.88,0.8875,0.9125,0.91,0.935,0.895,0.925,0.815,0.935,0.9,0.9325,0.93,0.915,0.925,0.9725,0.835,0.91,0.85,0.925
+18,0.9275,0.94,0.965,1,0.975,0.9775,1,0.9675,0.9675,0.975,0.975,1,0.965,0.97,1,0.965,1,1,1,0.925,1,1,0.965,1,1,0.965,0.965,0.965,0.965,1,1,0.9375,1,1,1,1,1,0.965,0.97,0.9775,0.975,1,1,0.975,0.9775,1,0.965,0.965,0.975,1
+19,0.785,0.92,0.8675,0.78,0.82,0.7925,0.8375,0.91,0.8025,0.8275,0.935,0.84,0.7725,0.82,0.9475,0.825,0.765,0.855,0.775,0.855,0.94,0.87,0.8375,0.8225,0.7925,0.88,0.835,0.8875,0.9225,0.82,0.815,0.825,0.77,0.84,0.825,0.865,0.845,0.7975,0.72,0.895,0.805,0.8825,0.975,0.8875,0.92,0.97,0.845,0.9,0.8025,0.96
+20,0.93,0.94,0.96,1,0.965,0.975,1,0.97,0.975,0.97,0.975,1,0.9625,0.97,1,0.965,1,1,1,0.93,1,1,0.965,1,0.975,0.965,0.965,0.965,0.965,1,1,0.91,1,1,0.975,1,1,0.965,0.965,0.9775,0.975,1,1,0.97,0.9775,1,0.965,0.965,0.9775,1
+21,0.845,0.9225,0.97,0.965,0.97,0.955,1,0.935,0.965,0.945,1,1,0.9325,0.93,0.97,0.935,0.945,0.975,0.9475,0.94,1,0.975,0.94,1,1,0.9275,0.965,0.965,0.965,0.975,0.965,0.9,0.94,1,0.975,1,1,0.945,0.955,1,0.965,0.9775,1,0.96,0.975,1,0.9475,0.945,0.975,1
+22,0.91,0.94,0.9625,1,0.975,0.9775,1,0.97,0.9675,0.975,0.975,1,0.9625,0.97,0.975,0.9425,1,0.975,0.975,0.9225,1,0.9775,0.965,1,1,0.965,0.965,0.965,0.965,1,1,0.935,1,1,1,1,1,0.965,0.97,0.975,1,1,1,0.975,1,1,0.965,0.965,1,0.9775
+23,0.8675,0.8825,0.9075,0.8925,0.965,0.8725,0.91,0.9225,0.93,0.8525,0.965,0.9475,0.9375,0.9,0.9775,0.865,0.8875,0.94,0.91,0.9575,0.945,0.905,0.9075,0.94,0.925,0.9225,0.975,0.89,0.9375,0.93,0.94,0.8875,0.9075,0.9375,0.9175,0.9775,0.94,0.97,0.925,0.94,0.9625,0.975,0.975,0.965,0.975,0.97,0.86,0.9725,0.9725,0.945
+24,0.905,0.94,0.96,1,0.9725,1,1,0.97,0.975,0.965,0.975,1,0.96,0.97,1,0.965,1,1,1,0.925,1,0.9775,0.965,1,1,0.965,0.965,0.965,0.965,1,1,0.91,1,1,0.9775,1,0.9775,0.965,0.965,1,0.975,1,1,0.97,0.9775,0.9775,0.965,0.965,0.975,0.9775
+25,0.86,0.93,0.96,0.97,0.94,0.96,1,0.94,0.945,0.935,0.965,1,0.965,0.96,0.965,0.9075,0.97,0.97,0.97,0.9425,1,0.97,0.935,1,0.975,0.9425,0.935,0.9675,0.965,0.9375,0.965,0.915,0.9375,0.975,0.975,1,0.95,0.94,0.955,1,1,1,0.97,0.975,0.97,0.975,0.9425,0.94,1,0.975
+26,0.915,0.935,0.96,0.9775,0.965,0.975,1,0.9475,0.975,0.965,0.975,0.97,0.9575,0.9625,0.975,0.9625,0.9775,0.9725,0.9725,0.94,0.975,0.9725,0.9625,1,0.975,0.9425,0.9575,0.9575,0.96,0.975,0.975,0.91,1,0.9775,0.975,0.9775,0.97,0.96,0.9625,0.975,0.965,0.975,0.975,0.965,0.975,0.97,0.965,0.965,0.9725,0.975
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_37.csv
new file mode 100644
index 0000000..87d3f35
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.934
+2,BCorrU,0.86
+3,BF_BCmean,0.83925
+4,BF_BCmedian,0.798
+5,BF_PF_BCmean,0.843
+6,BF_PF_BCmedian,0.792
+7,BF_PFmean,0.846
+8,BF_PFmedian,0.7965
+9,PCohF,0.936
+10,PF_BCmean,0.843
+11,PF_BCmedian,0.798
+12,T_BCmean,0.969
+13,T_BCmedian,0.963
+14,T_BF_BCmean,0.969
+15,T_BF_BCmedian,0.9
+16,T_BF_PF_BCmean,0.96975
+17,T_BF_PF_BCmedian,0.88675
+18,T_BF_PFmean,0.96975
+19,T_BF_PFmedian,0.8435
+20,T_BFmean,0.969
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.969
+23,T_PF_BCmedian,0.93125
+24,T_PFmean,0.96975
+25,T_PFmedian,0.963
+26,Tigress,0.96675
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_73.csv
new file mode 100644
index 0000000..87d3f35
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.934
+2,BCorrU,0.86
+3,BF_BCmean,0.83925
+4,BF_BCmedian,0.798
+5,BF_PF_BCmean,0.843
+6,BF_PF_BCmedian,0.792
+7,BF_PFmean,0.846
+8,BF_PFmedian,0.7965
+9,PCohF,0.936
+10,PF_BCmean,0.843
+11,PF_BCmedian,0.798
+12,T_BCmean,0.969
+13,T_BCmedian,0.963
+14,T_BF_BCmean,0.969
+15,T_BF_BCmedian,0.9
+16,T_BF_PF_BCmean,0.96975
+17,T_BF_PF_BCmedian,0.88675
+18,T_BF_PFmean,0.96975
+19,T_BF_PFmedian,0.8435
+20,T_BFmean,0.969
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.969
+23,T_PF_BCmedian,0.93125
+24,T_PFmean,0.96975
+25,T_PFmedian,0.963
+26,Tigress,0.96675
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_equal.csv
new file mode 100644
index 0000000..c25fb70
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.943333333333333
+2,BCorrU,0.873333333333334
+3,BF_BCmean,0.83875
+4,BF_BCmedian,0.77
+5,BF_PF_BCmean,0.845
+6,BF_PF_BCmedian,0.76
+7,BF_PFmean,0.85
+8,BF_PFmedian,0.76875
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.845
+11,PF_BCmedian,0.77
+12,T_BCmean,0.975
+13,T_BCmedian,0.965
+14,T_BF_BCmean,0.975
+15,T_BF_BCmedian,0.90625
+16,T_BF_PF_BCmean,0.97625
+17,T_BF_PF_BCmedian,0.89125
+18,T_BF_PFmean,0.97625
+19,T_BF_PFmedian,0.83875
+20,T_BFmean,0.975
+21,T_BFmedian,0.965
+22,T_PF_BCmean,0.975
+23,T_PF_BCmedian,0.9375
+24,T_PFmean,0.97625
+25,T_PFmedian,0.965
+26,Tigress,0.97125
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..006214a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.88
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..a65d633
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.966666666666667
+2,BCorrU,0.893333333333333
+3,BF_BCmean,0.8375
+4,BF_BCmedian,0.71
+5,BF_PF_BCmean,0.8575
+6,BF_PF_BCmedian,0.68
+7,BF_PFmean,0.86
+8,BF_PFmedian,0.7
+9,PCohF,0.973333333333333
+10,PF_BCmean,0.85
+11,PF_BCmedian,0.715
+12,T_BCmean,0.99
+13,T_BCmedian,0.9725
+14,T_BF_BCmean,0.99
+15,T_BF_BCmedian,0.9175
+16,T_BF_PF_BCmean,0.9925
+17,T_BF_PF_BCmedian,0.895
+18,T_BF_PFmean,0.9925
+19,T_BF_PFmedian,0.83
+20,T_BFmean,0.99
+21,T_BFmedian,0.9725
+22,T_PF_BCmean,0.99
+23,T_PF_BCmedian,0.955
+24,T_PFmean,0.9925
+25,T_PFmedian,0.97
+26,Tigress,0.9825
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_37.csv
new file mode 100644
index 0000000..6fe1772
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.32
+2,BCorrU,43.996
+3,BF_BCmean,41.8665
+4,BF_BCmedian,39.4885
+5,BF_PF_BCmean,42.0225
+6,BF_PF_BCmedian,39.2775
+7,BF_PFmean,42.067
+8,BF_PFmedian,39.371
+9,PCohF,47.504
+10,PF_BCmean,42.0075
+11,PF_BCmedian,39.464
+12,T_BCmean,48.6835
+13,T_BCmedian,47.839
+14,T_BF_BCmean,48.8285
+15,T_BF_BCmedian,45.272
+16,T_BF_PF_BCmean,48.8065
+17,T_BF_PF_BCmedian,44.551
+18,T_BF_PFmean,48.9215
+19,T_BF_PFmedian,42.867
+20,T_BFmean,48.818
+21,T_BFmedian,48.063
+22,T_PF_BCmean,48.799
+23,T_PF_BCmedian,46.3055
+24,T_PFmean,48.7575
+25,T_PFmedian,47.8655
+26,Tigress,48.1575
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_73.csv
new file mode 100644
index 0000000..6fe1772
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.32
+2,BCorrU,43.996
+3,BF_BCmean,41.8665
+4,BF_BCmedian,39.4885
+5,BF_PF_BCmean,42.0225
+6,BF_PF_BCmedian,39.2775
+7,BF_PFmean,42.067
+8,BF_PFmedian,39.371
+9,PCohF,47.504
+10,PF_BCmean,42.0075
+11,PF_BCmedian,39.464
+12,T_BCmean,48.6835
+13,T_BCmedian,47.839
+14,T_BF_BCmean,48.8285
+15,T_BF_BCmedian,45.272
+16,T_BF_PF_BCmean,48.8065
+17,T_BF_PF_BCmedian,44.551
+18,T_BF_PFmean,48.9215
+19,T_BF_PFmedian,42.867
+20,T_BFmean,48.818
+21,T_BFmedian,48.063
+22,T_PF_BCmean,48.799
+23,T_PF_BCmedian,46.3055
+24,T_PFmean,48.7575
+25,T_PFmedian,47.8655
+26,Tigress,48.1575
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..bde8ece
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.5866666666667
+2,BCorrU,44.1533333333333
+3,BF_BCmean,41.7775
+4,BF_BCmedian,38.1875
+5,BF_PF_BCmean,42.1175
+6,BF_PF_BCmedian,37.8625
+7,BF_PFmean,42.165
+8,BF_PFmedian,38.045
+9,PCohF,47.7066666666667
+10,PF_BCmean,42.0125
+11,PF_BCmedian,38.12
+12,T_BCmean,48.7925
+13,T_BCmedian,47.945
+14,T_BF_BCmean,48.9275
+15,T_BF_BCmedian,45.32
+16,T_BF_PF_BCmean,48.9175
+17,T_BF_PF_BCmedian,44.545
+18,T_BF_PFmean,49.0025
+19,T_BF_PFmedian,42.485
+20,T_BFmean,48.91
+21,T_BFmedian,48.185
+22,T_PF_BCmean,48.905
+23,T_PF_BCmedian,46.4825
+24,T_PFmean,48.8625
+25,T_PFmedian,48.0425
+26,Tigress,48.3425
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..236a8e2
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.92
+2,BCorrU,43.76
+3,BF_BCmean,42
+4,BF_BCmedian,41.44
+5,BF_PF_BCmean,41.88
+6,BF_PF_BCmedian,41.4
+7,BF_PFmean,41.92
+8,BF_PFmedian,41.36
+9,PCohF,47.2
+10,PF_BCmean,42
+11,PF_BCmedian,41.48
+12,T_BCmean,48.52
+13,T_BCmedian,47.68
+14,T_BF_BCmean,48.68
+15,T_BF_BCmedian,45.2
+16,T_BF_PF_BCmean,48.64
+17,T_BF_PF_BCmedian,44.56
+18,T_BF_PFmean,48.8
+19,T_BF_PFmedian,43.44
+20,T_BFmean,48.68
+21,T_BFmedian,47.88
+22,T_PF_BCmean,48.64
+23,T_PF_BCmedian,46.04
+24,T_PFmean,48.6
+25,T_PFmedian,47.6
+26,Tigress,47.88
diff --git a/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..572e300
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim20/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.2533333333333
+2,BCorrU,44.5466666666667
+3,BF_BCmean,41.555
+4,BF_BCmedian,34.935
+5,BF_PF_BCmean,42.355
+6,BF_PF_BCmedian,34.325
+7,BF_PFmean,42.41
+8,BF_PFmedian,34.73
+9,PCohF,48.2133333333333
+10,PF_BCmean,42.025
+11,PF_BCmedian,34.76
+12,T_BCmean,49.065
+13,T_BCmedian,48.21
+14,T_BF_BCmean,49.175
+15,T_BF_BCmedian,45.44
+16,T_BF_PF_BCmean,49.195
+17,T_BF_PF_BCmedian,44.53
+18,T_BF_PFmean,49.205
+19,T_BF_PFmedian,41.53
+20,T_BFmean,49.14
+21,T_BFmedian,48.49
+22,T_PF_BCmean,49.17
+23,T_PF_BCmedian,46.925
+24,T_PFmean,49.125
+25,T_PFmedian,48.485
+26,Tigress,48.805
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..4e8f5b5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim21Sub001,sim21Sub002,sim21Sub003,sim21Sub004,sim21Sub005,sim21Sub006,sim21Sub007,sim21Sub008,sim21Sub009,sim21Sub010,sim21Sub011,sim21Sub012,sim21Sub013,sim21Sub014,sim21Sub015,sim21Sub016,sim21Sub017,sim21Sub018,sim21Sub019,sim21Sub020,sim21Sub021,sim21Sub022,sim21Sub023,sim21Sub024,sim21Sub025,sim21Sub026,sim21Sub027,sim21Sub028,sim21Sub029,sim21Sub030,sim21Sub031,sim21Sub032,sim21Sub033,sim21Sub034,sim21Sub035,sim21Sub036,sim21Sub037,sim21Sub038,sim21Sub039,sim21Sub040,sim21Sub041,sim21Sub042,sim21Sub043,sim21Sub044,sim21Sub045,sim21Sub046,sim21Sub047,sim21Sub048,sim21Sub049,sim21Sub050
+1,BCohF,0.92,1,0.92,1,0.92,0.92,1,0.84,0.84,1,1,0.92,0.92,0.92,0.92,0.92,0.92,0.92,1,0.84,0.76,0.76,0.84,0.92,0.92,0.92,0.84,1,0.92,0.76,0.84,0.84,0.92,1,0.92,0.92,0.76,0.92,0.92,0.84,1,1,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.92
+2,BCorrU,0.84,0.92,0.92,0.84,0.92,0.92,1,0.76,0.92,1,0.92,0.92,1,0.92,0.92,0.92,0.92,0.92,0.84,0.92,0.68,0.76,0.76,0.84,0.92,0.76,1,0.84,0.92,0.84,0.84,0.84,0.84,0.92,0.92,0.92,0.76,0.84,0.76,0.92,1,0.84,0.84,0.84,0.76,0.76,0.84,0.84,0.92,0.84
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84
+9,PCohF,1,1,0.84,1,0.92,0.92,1,0.84,0.84,1,1,0.92,0.92,1,1,0.92,0.92,0.92,1,0.92,0.84,0.84,0.84,0.92,0.92,0.92,0.92,1,0.92,0.76,0.84,0.92,1,1,0.92,0.92,0.84,0.92,0.84,0.84,1,1,0.92,0.84,0.92,0.84,0.84,0.84,0.92,0.92
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,1,0.96,1,1,1,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.88,0.96,0.96,0.96,0.96,0.92,0.96,1,0.88,0.96,0.92,0.96,0.92,0.96,0.96,0.88,1,0.96,1,0.96,0.96,0.96,0.92,0.92,0.92,0.96,0.92,0.92,0.96
+13,T_BCmedian,0.96,0.92,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.88,0.96,0.92,0.96,0.96,0.92,0.96,1,0.84,0.92,0.92,0.92,0.92,0.96,0.96,0.92,1,0.96,1,0.96,0.96,0.92,0.88,0.96,0.88,1,0.92,0.92,0.96
+14,T_BF_BCmean,1,0.96,1,0.96,1,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.88,0.92,0.96,0.96,0.96,0.92,0.96,1,0.84,0.96,0.92,0.96,0.92,0.96,0.96,0.88,1,0.96,1,0.96,1,0.96,0.92,0.92,0.92,1,0.92,0.92,0.96
+15,T_BF_BCmedian,1,0.88,0.96,0.88,0.96,1,0.96,0.92,0.88,0.92,0.96,0.92,0.84,0.96,0.92,0.96,0.96,0.96,0.88,0.92,0.88,0.88,0.96,0.96,0.96,0.92,0.96,0.88,0.92,0.84,0.88,0.84,0.92,0.88,0.92,0.92,0.88,0.96,0.88,0.92,0.84,0.88,0.88,0.88,0.96,0.88,1,0.88,0.96,0.96
+16,T_BF_PF_BCmean,1,0.96,1,0.96,1,0.96,0.96,0.92,0.88,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,1,0.96,0.92,0.88,0.88,0.92,0.96,0.96,0.96,0.92,0.96,1,0.84,0.92,0.96,0.96,0.92,0.92,0.96,0.88,1,0.96,0.96,1,1,0.96,0.88,0.92,0.88,1,0.92,0.88,0.96
+17,T_BF_PF_BCmedian,0.88,0.88,0.96,0.84,0.96,1,0.92,0.88,0.84,0.88,0.92,0.88,0.92,0.92,0.92,0.88,0.96,0.92,0.88,0.88,0.88,0.84,0.96,0.92,0.96,0.92,0.92,0.84,0.96,0.84,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.92,0.92,0.92,0.84,0.88,0.84,0.84,0.88,0.84,0.88,0.84,0.92,0.96
+18,T_BF_PFmean,1,0.96,0.96,1,1,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.88,0.92,0.96,0.96,0.96,0.92,0.96,1,0.84,0.96,0.92,0.96,0.92,0.96,0.96,0.88,1,0.96,1,0.96,0.96,0.96,0.88,0.92,0.88,0.96,0.92,0.92,0.96
+19,T_BF_PFmedian,0.84,0.88,0.84,0.84,0.84,0.92,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84
+20,T_BFmean,1,0.96,0.96,1,1,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.88,0.88,0.96,0.96,0.96,0.96,0.92,0.96,1,0.84,0.96,0.92,0.96,0.92,0.96,0.96,0.88,1,0.96,1,0.96,0.96,0.96,0.88,0.92,0.92,0.96,0.92,0.92,0.96
+21,T_BFmedian,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.88,0.96,0.92,0.96,0.96,0.92,0.96,1,0.84,0.96,0.92,0.96,0.92,0.96,0.96,0.88,0.96,0.96,1,0.96,0.96,0.96,0.88,0.92,0.88,0.96,0.92,0.92,0.96
+22,T_PF_BCmean,1,0.96,0.96,0.96,1,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.88,0.88,0.92,0.96,0.96,0.96,0.92,0.96,1,0.88,0.96,0.92,0.96,0.92,0.96,0.96,0.88,1,0.96,1,1,1,0.96,0.92,0.92,0.88,1,0.92,0.92,0.96
+23,T_PF_BCmedian,1,0.88,0.96,0.88,0.96,1,0.96,0.92,0.88,0.92,0.96,0.92,0.84,0.96,0.92,0.96,0.96,0.96,0.88,0.92,0.88,0.88,0.96,0.96,0.96,0.92,0.96,0.88,0.92,0.84,0.88,0.84,0.92,0.88,0.92,0.92,0.88,0.96,0.88,0.92,0.84,0.88,0.88,0.88,0.96,0.88,1,0.92,0.96,0.96
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diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..f5e0294
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim21Sub001,sim21Sub002,sim21Sub003,sim21Sub004,sim21Sub005,sim21Sub006,sim21Sub007,sim21Sub008,sim21Sub009,sim21Sub010,sim21Sub011,sim21Sub012,sim21Sub013,sim21Sub014,sim21Sub015,sim21Sub016,sim21Sub017,sim21Sub018,sim21Sub019,sim21Sub020,sim21Sub021,sim21Sub022,sim21Sub023,sim21Sub024,sim21Sub025,sim21Sub026,sim21Sub027,sim21Sub028,sim21Sub029,sim21Sub030,sim21Sub031,sim21Sub032,sim21Sub033,sim21Sub034,sim21Sub035,sim21Sub036,sim21Sub037,sim21Sub038,sim21Sub039,sim21Sub040,sim21Sub041,sim21Sub042,sim21Sub043,sim21Sub044,sim21Sub045,sim21Sub046,sim21Sub047,sim21Sub048,sim21Sub049,sim21Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_37.csv
new file mode 100644
index 0000000..af481b1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_37.csv
@@ -0,0 +1,27 @@
+,sim21Sub001,sim21Sub002,sim21Sub003,sim21Sub004,sim21Sub005,sim21Sub006,sim21Sub007,sim21Sub008,sim21Sub009,sim21Sub010,sim21Sub011,sim21Sub012,sim21Sub013,sim21Sub014,sim21Sub015,sim21Sub016,sim21Sub017,sim21Sub018,sim21Sub019,sim21Sub020,sim21Sub021,sim21Sub022,sim21Sub023,sim21Sub024,sim21Sub025,sim21Sub026,sim21Sub027,sim21Sub028,sim21Sub029,sim21Sub030,sim21Sub031,sim21Sub032,sim21Sub033,sim21Sub034,sim21Sub035,sim21Sub036,sim21Sub037,sim21Sub038,sim21Sub039,sim21Sub040,sim21Sub041,sim21Sub042,sim21Sub043,sim21Sub044,sim21Sub045,sim21Sub046,sim21Sub047,sim21Sub048,sim21Sub049,sim21Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_73.csv
new file mode 100644
index 0000000..af481b1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_equal.csv
new file mode 100644
index 0000000..7535361
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+17,0.905,0.875,0.97,0.845,0.9725,1,0.9475,0.8975,0.8125,0.87,0.93,0.8925,0.875,0.92,0.92,0.9075,0.96,0.9175,0.9,0.8925,0.865,0.855,0.96,0.91,0.965,0.9275,0.9275,0.86,0.96,0.8225,0.8575,0.8625,0.8825,0.9,0.8875,0.8975,0.8675,0.935,0.905,0.91,0.8475,0.895,0.85,0.8075,0.9075,0.83,0.9,0.845,0.9,0.96
+18,1,0.975,0.975,1,1,0.965,0.965,0.94,0.935,0.975,0.965,0.965,0.92,0.975,0.96,0.97,0.975,0.975,0.97,0.945,0.91,0.875,0.935,0.965,0.965,0.9725,0.9375,0.975,1,0.8475,0.975,0.94,0.9775,0.925,0.97,0.975,0.895,1,0.9325,1,0.9725,0.9775,0.94,0.9025,0.94,0.8675,0.975,0.9125,0.94,0.975
+19,0.84,0.8725,0.8325,0.8175,0.8275,0.925,0.795,0.845,0.7325,0.755,0.845,0.81,0.7875,0.8425,0.8875,0.785,0.81,0.82,0.8225,0.825,0.7925,0.775,0.8,0.81,0.85,0.7675,0.8425,0.8325,0.82,0.8175,0.715,0.7875,0.81,0.8625,0.8075,0.8325,0.8225,0.8075,0.8575,0.85,0.7925,0.825,0.76,0.7175,0.7775,0.795,0.8225,0.8,0.8225,0.8125
+20,1,0.97,0.975,1,1,0.965,0.965,0.945,0.965,0.97,0.96,0.965,0.915,0.975,0.97,0.97,0.9725,0.975,0.955,0.97,0.91,0.8775,0.96,0.965,0.965,0.9725,0.94,0.975,1,0.855,0.9725,0.9375,0.975,0.93,0.97,0.97,0.9,1,0.94,1,0.96,0.96,0.95,0.9025,0.94,0.9,0.975,0.915,0.9425,0.97
+21,0.975,0.97,0.97,0.9775,1,0.965,0.955,0.965,0.965,0.97,0.96,0.965,0.915,0.9725,0.965,0.9675,0.975,0.97,0.96,1,0.9375,0.875,0.96,0.9325,0.965,0.97,0.945,0.975,1,0.855,0.97,0.945,0.975,0.9225,0.97,0.97,0.895,0.9775,0.945,1,0.96,0.965,0.945,0.905,0.935,0.8675,0.975,0.91,0.9425,0.965
+22,1,0.975,0.9775,0.975,1,0.965,0.965,0.9425,0.935,0.975,0.97,0.965,0.92,0.975,0.96,0.97,0.975,0.975,0.965,0.9425,0.91,0.88,0.935,0.965,0.965,0.96,0.94,0.975,1,0.875,0.97,0.9425,0.97,0.935,0.97,0.97,0.8825,1,0.925,1,1,1,0.94,0.925,0.94,0.86,1,0.9075,0.94,0.97
+23,1,0.8925,0.9775,0.8925,0.975,1,0.975,0.9425,0.905,0.9125,0.97,0.935,0.8475,0.97,0.935,0.9675,0.965,0.975,0.91,0.9275,0.8925,0.8825,0.9625,0.95,0.975,0.9375,0.9625,0.9,0.9475,0.8175,0.8775,0.855,0.9225,0.9125,0.925,0.935,0.9025,0.975,0.8775,0.935,0.8675,0.91,0.91,0.8825,0.975,0.88,1,0.9125,0.9425,0.9775
+24,1,0.97,0.97,1,1,0.965,0.965,0.94,0.965,0.97,0.96,0.965,0.915,0.975,0.97,0.97,0.9725,0.975,0.955,0.97,0.9125,0.88,0.96,0.965,0.965,0.975,0.94,0.975,1,0.86,0.975,0.935,0.975,0.925,0.97,0.97,0.9,1,0.9125,1,0.96,0.96,0.9475,0.905,0.94,0.9,0.975,0.915,0.94,0.97
+25,0.975,0.97,0.97,0.9775,1,0.965,0.955,0.965,0.965,0.97,0.96,0.965,0.915,0.975,0.9675,0.9675,0.975,0.965,0.96,1,0.9375,0.8775,0.9625,0.935,0.965,0.97,0.945,0.975,1,0.86,0.97,0.945,1,0.9175,0.97,0.97,0.895,0.975,0.9275,1,0.965,0.965,0.9275,0.9075,0.935,0.88,0.975,0.905,0.9425,0.9675
+26,0.97,0.965,0.965,0.975,0.97,0.9625,0.955,0.9475,0.965,0.965,0.96,0.96,0.915,0.975,0.97,0.9675,0.965,0.9675,0.955,0.97,0.93,0.88,0.96,0.935,0.965,0.97,0.94,0.975,1,0.855,0.9725,0.935,0.975,0.92,0.97,0.97,0.895,0.9775,0.9175,1,0.96,0.955,0.9575,0.9075,0.965,0.9125,0.975,0.9225,0.955,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_37.csv
new file mode 100644
index 0000000..07a6229
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928
+2,BCorrU,0.888
+3,BF_BCmean,0.8355
+4,BF_BCmedian,0.813
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.81
+9,PCohF,0.928
+10,PF_BCmean,0.837
+11,PF_BCmedian,0.81
+12,T_BCmean,0.963
+13,T_BCmedian,0.9615
+14,T_BF_BCmean,0.963
+15,T_BF_BCmedian,0.926
+16,T_BF_PF_BCmean,0.963
+17,T_BF_PF_BCmedian,0.892
+18,T_BF_PFmean,0.963
+19,T_BF_PFmedian,0.828
+20,T_BFmean,0.963
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.963
+23,T_PF_BCmedian,0.929
+24,T_PFmean,0.963
+25,T_PFmedian,0.963
+26,Tigress,0.96225
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_73.csv
new file mode 100644
index 0000000..07a6229
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928
+2,BCorrU,0.888
+3,BF_BCmean,0.8355
+4,BF_BCmedian,0.813
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.81
+9,PCohF,0.928
+10,PF_BCmean,0.837
+11,PF_BCmedian,0.81
+12,T_BCmean,0.963
+13,T_BCmedian,0.9615
+14,T_BF_BCmean,0.963
+15,T_BF_BCmedian,0.926
+16,T_BF_PF_BCmean,0.963
+17,T_BF_PF_BCmedian,0.892
+18,T_BF_PFmean,0.963
+19,T_BF_PFmedian,0.828
+20,T_BFmean,0.963
+21,T_BFmedian,0.963
+22,T_PF_BCmean,0.963
+23,T_PF_BCmedian,0.929
+24,T_PFmean,0.963
+25,T_PFmedian,0.963
+26,Tigress,0.96225
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_equal.csv
new file mode 100644
index 0000000..705d059
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.933333333333334
+2,BCorrU,0.893333333333334
+3,BF_BCmean,0.8325
+4,BF_BCmedian,0.795
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.79
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.7925
+9,PCohF,0.933333333333334
+10,PF_BCmean,0.835
+11,PF_BCmedian,0.79
+12,T_BCmean,0.965
+13,T_BCmedian,0.9625
+14,T_BF_BCmean,0.965
+15,T_BF_BCmedian,0.93
+16,T_BF_PF_BCmean,0.965
+17,T_BF_PF_BCmedian,0.9
+18,T_BF_PFmean,0.965
+19,T_BF_PFmedian,0.8175
+20,T_BFmean,0.965
+21,T_BFmedian,0.965
+22,T_PF_BCmean,0.965
+23,T_PF_BCmedian,0.935
+24,T_PFmean,0.965
+25,T_PFmedian,0.965
+26,Tigress,0.96375
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..856390a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.88
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..a1709d1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.946666666666667
+2,BCorrU,0.893333333333333
+3,BF_BCmean,0.825
+4,BF_BCmedian,0.75
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.745
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.76
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.835
+11,PF_BCmedian,0.745
+12,T_BCmean,0.97
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.97
+15,T_BF_BCmedian,0.94
+16,T_BF_PF_BCmean,0.97
+17,T_BF_PF_BCmedian,0.9075
+18,T_BF_PFmean,0.97
+19,T_BF_PFmedian,0.79
+20,T_BFmean,0.97
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.97
+23,T_PF_BCmedian,0.9425
+24,T_PFmean,0.97
+25,T_PFmedian,0.97
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_37.csv
new file mode 100644
index 0000000..c045430
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.48
+2,BCorrU,43.836
+3,BF_BCmean,41.6415
+4,BF_BCmedian,40.5295
+5,BF_PF_BCmean,41.6915
+6,BF_PF_BCmedian,40.4345
+7,BF_PFmean,41.698
+8,BF_PFmedian,40.4205
+9,PCohF,46.008
+10,PF_BCmean,41.6885
+11,PF_BCmedian,40.436
+12,T_BCmean,47.73
+13,T_BCmedian,47.447
+14,T_BF_BCmean,47.641
+15,T_BF_BCmedian,46.214
+16,T_BF_PF_BCmean,47.4795
+17,T_BF_PF_BCmedian,44.85
+18,T_BF_PFmean,47.547
+19,T_BF_PFmedian,41.3255
+20,T_BFmean,47.6635
+21,T_BFmedian,47.5745
+22,T_PF_BCmean,47.644
+23,T_PF_BCmedian,46.2705
+24,T_PFmean,47.628
+25,T_PFmedian,47.566
+26,Tigress,47.5225
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_73.csv
new file mode 100644
index 0000000..c045430
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.48
+2,BCorrU,43.836
+3,BF_BCmean,41.6415
+4,BF_BCmedian,40.5295
+5,BF_PF_BCmean,41.6915
+6,BF_PF_BCmedian,40.4345
+7,BF_PFmean,41.698
+8,BF_PFmedian,40.4205
+9,PCohF,46.008
+10,PF_BCmean,41.6885
+11,PF_BCmedian,40.436
+12,T_BCmean,47.73
+13,T_BCmedian,47.447
+14,T_BF_BCmean,47.641
+15,T_BF_BCmedian,46.214
+16,T_BF_PF_BCmean,47.4795
+17,T_BF_PF_BCmedian,44.85
+18,T_BF_PFmean,47.547
+19,T_BF_PFmedian,41.3255
+20,T_BFmean,47.6635
+21,T_BFmedian,47.5745
+22,T_PF_BCmean,47.644
+23,T_PF_BCmedian,46.2705
+24,T_PFmean,47.628
+25,T_PFmedian,47.566
+26,Tigress,47.5225
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..6f48bc9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.6666666666667
+2,BCorrU,43.9933333333333
+3,BF_BCmean,41.4025
+4,BF_BCmedian,39.6025
+5,BF_PF_BCmean,41.5125
+6,BF_PF_BCmedian,39.4975
+7,BF_PFmean,41.55
+8,BF_PFmedian,39.5275
+9,PCohF,46.12
+10,PF_BCmean,41.5075
+11,PF_BCmedian,39.5
+12,T_BCmean,47.87
+13,T_BCmedian,47.585
+14,T_BF_BCmean,47.775
+15,T_BF_BCmedian,46.41
+16,T_BF_PF_BCmean,47.6125
+17,T_BF_PF_BCmedian,44.91
+18,T_BF_PFmean,47.725
+19,T_BF_PFmedian,40.6625
+20,T_BFmean,47.8125
+21,T_BFmedian,47.7175
+22,T_PF_BCmean,47.78
+23,T_PF_BCmedian,46.4775
+24,T_PFmean,47.78
+25,T_PFmedian,47.73
+26,Tigress,47.6575
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..fdfa3fb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.2
+2,BCorrU,43.6
+3,BF_BCmean,42
+4,BF_BCmedian,41.92
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.84
+7,BF_PFmean,41.92
+8,BF_PFmedian,41.76
+9,PCohF,45.84
+10,PF_BCmean,41.96
+11,PF_BCmedian,41.84
+12,T_BCmean,47.52
+13,T_BCmedian,47.24
+14,T_BF_BCmean,47.44
+15,T_BF_BCmedian,45.92
+16,T_BF_PF_BCmean,47.28
+17,T_BF_PF_BCmedian,44.76
+18,T_BF_PFmean,47.28
+19,T_BF_PFmedian,42.32
+20,T_BFmean,47.44
+21,T_BFmedian,47.36
+22,T_PF_BCmean,47.44
+23,T_PF_BCmedian,45.96
+24,T_PFmean,47.4
+25,T_PFmedian,47.32
+26,Tigress,47.32
diff --git a/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..de0ad57
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim21/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.1333333333333
+2,BCorrU,44.3866666666667
+3,BF_BCmean,40.805
+4,BF_BCmedian,37.285
+5,BF_PF_BCmean,41.065
+6,BF_PF_BCmedian,37.155
+7,BF_PFmean,41.18
+8,BF_PFmedian,37.295
+9,PCohF,46.4
+10,PF_BCmean,41.055
+11,PF_BCmedian,37.16
+12,T_BCmean,48.22
+13,T_BCmedian,47.93
+14,T_BF_BCmean,48.11
+15,T_BF_BCmedian,46.9
+16,T_BF_PF_BCmean,47.945
+17,T_BF_PF_BCmedian,45.06
+18,T_BF_PFmean,48.17
+19,T_BF_PFmedian,39.005
+20,T_BFmean,48.185
+21,T_BFmedian,48.075
+22,T_PF_BCmean,48.12
+23,T_PF_BCmedian,46.995
+24,T_PFmean,48.16
+25,T_PFmedian,48.14
+26,Tigress,47.995
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..1649907
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim22Sub001,sim22Sub002,sim22Sub003,sim22Sub004,sim22Sub005,sim22Sub006,sim22Sub007,sim22Sub008,sim22Sub009,sim22Sub010,sim22Sub011,sim22Sub012,sim22Sub013,sim22Sub014,sim22Sub015,sim22Sub016,sim22Sub017,sim22Sub018,sim22Sub019,sim22Sub020,sim22Sub021,sim22Sub022,sim22Sub023,sim22Sub024,sim22Sub025,sim22Sub026,sim22Sub027,sim22Sub028,sim22Sub029,sim22Sub030,sim22Sub031,sim22Sub032,sim22Sub033,sim22Sub034,sim22Sub035,sim22Sub036,sim22Sub037,sim22Sub038,sim22Sub039,sim22Sub040,sim22Sub041,sim22Sub042,sim22Sub043,sim22Sub044,sim22Sub045,sim22Sub046,sim22Sub047,sim22Sub048,sim22Sub049,sim22Sub050
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+14,T_BF_BCmean,0.84,1,1,0.92,0.92,0.92,0.96,0.96,0.92,0.96,0.96,0.92,0.92,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.88,0.96,0.92,0.92,0.88,0.96,0.88,0.92,0.88,0.96,0.96,0.92,0.96,0.96,0.88,0.96,0.88,0.96,1,0.92,0.92,0.96,0.88,0.88,0.92,0.88,0.92,0.92,0.96,0.92
+15,T_BF_BCmedian,0.8,0.88,0.96,0.84,0.88,0.88,0.92,0.96,0.88,0.88,0.88,0.92,0.92,0.88,0.84,0.92,0.88,0.88,0.92,0.84,0.88,0.92,0.88,0.84,0.88,0.88,0.88,0.84,0.88,0.96,0.88,0.88,0.84,0.88,0.84,0.88,0.84,0.84,0.92,0.88,0.88,0.92,0.84,0.92,0.92,0.92,0.88,0.88,0.96,0.88
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+21,T_BFmedian,0.84,1,1,0.88,0.92,0.92,0.96,0.96,0.92,0.92,0.92,0.96,0.92,0.96,0.92,1,0.96,0.96,1,0.92,0.88,0.96,0.88,0.96,0.88,0.96,0.92,0.92,0.88,1,0.96,0.96,0.96,0.92,0.88,0.96,0.88,0.92,1,0.92,0.88,0.96,0.88,0.92,0.92,0.84,0.96,0.92,0.96,0.92
+22,T_PF_BCmean,0.84,1,1,0.88,0.92,0.92,0.96,0.96,0.92,0.96,0.96,0.96,0.92,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.88,0.96,0.92,0.92,0.88,0.92,0.88,0.92,0.88,0.96,0.96,0.92,0.96,0.92,0.88,0.96,0.88,0.96,1,0.92,0.92,0.96,0.88,0.88,0.92,0.88,0.92,0.92,0.96,0.92
+23,T_PF_BCmedian,0.8,0.92,1,0.84,0.88,0.88,0.96,0.96,0.88,0.88,0.88,0.92,0.92,0.88,0.84,0.92,0.88,0.88,0.92,0.84,0.88,0.92,0.88,0.96,0.88,0.88,0.88,0.88,0.88,0.96,0.92,0.92,0.84,0.88,0.84,0.88,0.84,0.84,0.92,0.88,0.88,0.92,0.84,0.92,0.92,0.92,0.88,0.88,0.96,0.88
+24,T_PFmean,0.84,1,1,0.92,0.92,0.92,0.96,0.92,0.96,0.96,0.92,0.96,0.92,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.88,0.96,0.92,0.96,0.88,0.96,0.92,0.92,0.88,0.96,0.96,0.96,0.96,0.92,0.92,0.96,0.88,0.96,0.96,0.96,0.96,0.96,0.88,0.92,0.88,0.88,0.92,0.96,0.96,0.92
+25,T_PFmedian,0.84,1,1,0.88,0.92,0.92,0.96,0.92,0.92,0.96,0.92,0.96,0.92,0.96,0.88,1,0.96,0.96,1,0.92,0.88,0.96,0.92,0.92,0.88,0.96,0.88,0.92,0.88,0.96,0.96,0.92,0.96,0.92,0.92,0.96,0.88,0.92,1,0.92,0.88,0.96,0.88,0.92,0.92,0.84,0.96,0.92,0.96,0.92
+26,Tigress,0.84,1,1,0.92,0.92,0.92,0.96,0.92,1,0.96,0.92,0.96,0.92,0.92,0.92,0.96,0.92,0.96,0.96,0.92,0.88,0.92,0.92,0.96,0.88,1,0.92,0.92,0.88,0.96,0.96,0.96,0.96,0.88,0.92,0.96,0.84,0.92,0.96,0.96,0.96,0.96,0.88,0.88,0.92,0.84,0.92,1,0.96,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..33d973f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim22Sub001,sim22Sub002,sim22Sub003,sim22Sub004,sim22Sub005,sim22Sub006,sim22Sub007,sim22Sub008,sim22Sub009,sim22Sub010,sim22Sub011,sim22Sub012,sim22Sub013,sim22Sub014,sim22Sub015,sim22Sub016,sim22Sub017,sim22Sub018,sim22Sub019,sim22Sub020,sim22Sub021,sim22Sub022,sim22Sub023,sim22Sub024,sim22Sub025,sim22Sub026,sim22Sub027,sim22Sub028,sim22Sub029,sim22Sub030,sim22Sub031,sim22Sub032,sim22Sub033,sim22Sub034,sim22Sub035,sim22Sub036,sim22Sub037,sim22Sub038,sim22Sub039,sim22Sub040,sim22Sub041,sim22Sub042,sim22Sub043,sim22Sub044,sim22Sub045,sim22Sub046,sim22Sub047,sim22Sub048,sim22Sub049,sim22Sub050
+1,BCohF,0.866666666666667,0.933333333333333,1,0.706666666666667,0.866666666666667,0.84,0.973333333333333,0.84,0.866666666666667,0.813333333333333,1,1,0.866666666666667,1,0.813333333333333,1,0.853333333333333,0.92,0.853333333333333,0.946666666666667,0.96,0.893333333333333,0.96,0.853333333333333,0.96,0.92,0.813333333333333,0.973333333333333,0.84,1,0.813333333333333,1,0.893333333333333,0.92,0.84,1,0.866666666666667,0.893333333333333,0.973333333333333,0.866666666666667,0.786666666666667,0.946666666666667,0.946666666666667,0.786666666666667,0.92,0.893333333333333,0.973333333333333,0.813333333333333,0.96,0.893333333333333
+2,BCorrU,0.866666666666667,0.96,1,0.76,0.946666666666667,0.866666666666667,0.973333333333333,0.893333333333333,0.986666666666667,0.986666666666667,1,1,0.92,0.92,0.973333333333333,0.92,0.893333333333333,0.84,0.826666666666667,0.866666666666667,0.826666666666667,0.946666666666667,0.96,0.893333333333333,0.773333333333333,0.746666666666667,0.8,0.813333333333333,0.733333333333333,0.92,0.786666666666667,0.84,0.906666666666667,0.893333333333333,0.693333333333333,0.893333333333333,0.96,0.853333333333333,0.973333333333333,0.8,0.853333333333333,1,0.92,0.84,0.973333333333333,0.84,0.973333333333333,0.826666666666667,0.88,0.946666666666667
+3,BF_BCmean,0.78,0.82,0.88,0.66,0.84,0.77,0.86,0.79,0.83,0.84,0.88,0.88,0.79,0.84,0.84,0.88,0.8,0.76,0.78,0.83,0.85,0.82,0.85,0.8,0.76,0.78,0.74,0.8,0.7,0.84,0.73,0.83,0.8,0.82,0.71,0.84,0.8,0.79,0.86,0.75,0.75,0.88,0.84,0.78,0.83,0.78,0.85,0.76,0.86,0.84
+4,BF_BCmedian,0.7,0.74,0.86,0.59,0.8,0.68,0.84,0.765,0.615,0.74,0.74,0.75,0.8,0.74,0.66,0.78,0.74,0.8,0.79,0.73,0.72,0.86,0.69,0.72,0.68,0.82,0.74,0.7,0.77,0.785,0.72,0.76,0.7,0.74,0.76,0.665,0.67,0.64,0.885,0.72,0.65,0.78,0.63,0.76,0.84,0.63,0.8,0.6,0.78,0.8
+5,BF_PF_BCmean,0.78,0.88,0.88,0.66,0.81,0.8,0.86,0.79,0.81,0.81,0.88,0.88,0.8,0.88,0.84,0.88,0.84,0.78,0.78,0.84,0.87,0.82,0.88,0.8,0.77,0.8,0.75,0.84,0.72,0.85,0.75,0.88,0.82,0.82,0.73,0.87,0.81,0.79,0.86,0.77,0.76,0.88,0.84,0.75,0.85,0.81,0.86,0.79,0.86,0.84
+6,BF_PF_BCmedian,0.6,0.72,0.81,0.6,0.82,0.76,0.795,0.775,0.615,0.77,0.76,0.76,0.72,0.74,0.59,0.76,0.75,0.84,0.72,0.72,0.72,0.8,0.73,0.7,0.67,0.84,0.75,0.7,0.69,0.86,0.69,0.75,0.7,0.8,0.79,0.695,0.74,0.67,0.86,0.76,0.7,0.78,0.72,0.7,0.84,0.68,0.84,0.6,0.72,0.8
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diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_37.csv
new file mode 100644
index 0000000..d77ca78
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_73.csv
new file mode 100644
index 0000000..d77ca78
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_equal.csv
new file mode 100644
index 0000000..9777c90
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_equal.csv
@@ -0,0 +1,27 @@
+,sim22Sub001,sim22Sub002,sim22Sub003,sim22Sub004,sim22Sub005,sim22Sub006,sim22Sub007,sim22Sub008,sim22Sub009,sim22Sub010,sim22Sub011,sim22Sub012,sim22Sub013,sim22Sub014,sim22Sub015,sim22Sub016,sim22Sub017,sim22Sub018,sim22Sub019,sim22Sub020,sim22Sub021,sim22Sub022,sim22Sub023,sim22Sub024,sim22Sub025,sim22Sub026,sim22Sub027,sim22Sub028,sim22Sub029,sim22Sub030,sim22Sub031,sim22Sub032,sim22Sub033,sim22Sub034,sim22Sub035,sim22Sub036,sim22Sub037,sim22Sub038,sim22Sub039,sim22Sub040,sim22Sub041,sim22Sub042,sim22Sub043,sim22Sub044,sim22Sub045,sim22Sub046,sim22Sub047,sim22Sub048,sim22Sub049,sim22Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_37.csv
new file mode 100644
index 0000000..2228509
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.884
+2,BCorrU,0.856
+3,BF_BCmean,0.834
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.834
+6,BF_PF_BCmedian,0.8085
+7,BF_PFmean,0.8325
+8,BF_PFmedian,0.81
+9,PCohF,0.928
+10,PF_BCmean,0.834
+11,PF_BCmedian,0.81
+12,T_BCmean,0.94375
+13,T_BCmedian,0.92525
+14,T_BF_BCmean,0.932
+15,T_BF_BCmedian,0.87775
+16,T_BF_PF_BCmean,0.92375
+17,T_BF_PF_BCmedian,0.8575
+18,T_BF_PFmean,0.932
+19,T_BF_PFmedian,0.831
+20,T_BFmean,0.9415
+21,T_BFmedian,0.929
+22,T_PF_BCmean,0.932
+23,T_PF_BCmedian,0.89025
+24,T_PFmean,0.95325
+25,T_PFmedian,0.92975
+26,Tigress,0.93275
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_73.csv
new file mode 100644
index 0000000..2228509
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.884
+2,BCorrU,0.856
+3,BF_BCmean,0.834
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.834
+6,BF_PF_BCmedian,0.8085
+7,BF_PFmean,0.8325
+8,BF_PFmedian,0.81
+9,PCohF,0.928
+10,PF_BCmean,0.834
+11,PF_BCmedian,0.81
+12,T_BCmean,0.94375
+13,T_BCmedian,0.92525
+14,T_BF_BCmean,0.932
+15,T_BF_BCmedian,0.87775
+16,T_BF_PF_BCmean,0.92375
+17,T_BF_PF_BCmedian,0.8575
+18,T_BF_PFmean,0.932
+19,T_BF_PFmedian,0.831
+20,T_BFmean,0.9415
+21,T_BFmedian,0.929
+22,T_PF_BCmean,0.932
+23,T_PF_BCmedian,0.89025
+24,T_PFmean,0.95325
+25,T_PFmedian,0.92975
+26,Tigress,0.93275
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_equal.csv
new file mode 100644
index 0000000..5258c6f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.886666666666667
+2,BCorrU,0.866666666666666
+3,BF_BCmean,0.83
+4,BF_BCmedian,0.79
+5,BF_PF_BCmean,0.83
+6,BF_PF_BCmedian,0.78875
+7,BF_PFmean,0.83
+8,BF_PFmedian,0.79
+9,PCohF,0.933333333333334
+10,PF_BCmean,0.83375
+11,PF_BCmedian,0.79
+12,T_BCmean,0.94625
+13,T_BCmedian,0.9275
+14,T_BF_BCmean,0.94
+15,T_BF_BCmedian,0.87125
+16,T_BF_PF_BCmean,0.92625
+17,T_BF_PF_BCmedian,0.85625
+18,T_BF_PFmean,0.94
+19,T_BF_PFmedian,0.82125
+20,T_BFmean,0.9425
+21,T_BFmedian,0.935
+22,T_PF_BCmean,0.94
+23,T_PF_BCmedian,0.89125
+24,T_PFmean,0.9525
+25,T_PFmedian,0.93625
+26,Tigress,0.94125
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..8b98fff
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.88
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.94
+13,T_BCmedian,0.92
+14,T_BF_BCmean,0.92
+15,T_BF_BCmedian,0.88
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.94
+21,T_BFmedian,0.92
+22,T_PF_BCmean,0.92
+23,T_PF_BCmedian,0.88
+24,T_PFmean,0.96
+25,T_PFmedian,0.92
+26,Tigress,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..8611553
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.893333333333333
+2,BCorrU,0.893333333333333
+3,BF_BCmean,0.82
+4,BF_BCmedian,0.74
+5,BF_PF_BCmean,0.82
+6,BF_PF_BCmedian,0.74
+7,BF_PFmean,0.82
+8,BF_PFmedian,0.75
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.83
+11,PF_BCmedian,0.74
+12,T_BCmean,0.95
+13,T_BCmedian,0.93
+14,T_BF_BCmean,0.9425
+15,T_BF_BCmedian,0.8675
+16,T_BF_PF_BCmean,0.925
+17,T_BF_PF_BCmedian,0.845
+18,T_BF_PFmean,0.9425
+19,T_BF_PFmedian,0.8025
+20,T_BFmean,0.955
+21,T_BFmedian,0.945
+22,T_PF_BCmean,0.95
+23,T_PF_BCmedian,0.8975
+24,T_PFmean,0.96
+25,T_PFmedian,0.95
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_37.csv
new file mode 100644
index 0000000..0f1e5c7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.448
+2,BCorrU,43.636
+3,BF_BCmean,41.517
+4,BF_BCmedian,40.3785
+5,BF_PF_BCmean,41.676
+6,BF_PF_BCmedian,40.392
+7,BF_PFmean,41.6205
+8,BF_PFmedian,40.5055
+9,PCohF,46.328
+10,PF_BCmean,41.6845
+11,PF_BCmedian,40.4765
+12,T_BCmean,46.7625
+13,T_BCmedian,46.414
+14,T_BF_BCmean,46.515
+15,T_BF_BCmedian,44.109
+16,T_BF_PF_BCmean,45.986
+17,T_BF_PF_BCmedian,43.204
+18,T_BF_PFmean,46.5185
+19,T_BF_PFmedian,41.8
+20,T_BFmean,46.7595
+21,T_BFmedian,46.549
+22,T_PF_BCmean,46.5325
+23,T_PF_BCmedian,44.622
+24,T_PFmean,46.865
+25,T_PFmedian,46.54
+26,Tigress,46.768
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_73.csv
new file mode 100644
index 0000000..0f1e5c7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.448
+2,BCorrU,43.636
+3,BF_BCmean,41.517
+4,BF_BCmedian,40.3785
+5,BF_PF_BCmean,41.676
+6,BF_PF_BCmedian,40.392
+7,BF_PFmean,41.6205
+8,BF_PFmedian,40.5055
+9,PCohF,46.328
+10,PF_BCmean,41.6845
+11,PF_BCmedian,40.4765
+12,T_BCmean,46.7625
+13,T_BCmedian,46.414
+14,T_BF_BCmean,46.515
+15,T_BF_BCmedian,44.109
+16,T_BF_PF_BCmean,45.986
+17,T_BF_PF_BCmedian,43.204
+18,T_BF_PFmean,46.5185
+19,T_BF_PFmedian,41.8
+20,T_BFmean,46.7595
+21,T_BFmedian,46.549
+22,T_PF_BCmean,46.5325
+23,T_PF_BCmedian,44.622
+24,T_PFmean,46.865
+25,T_PFmedian,46.54
+26,Tigress,46.768
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..d540482
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.64
+2,BCorrU,43.8733333333333
+3,BF_BCmean,41.195
+4,BF_BCmedian,39.3775
+5,BF_PF_BCmean,41.46
+6,BF_PF_BCmedian,39.4
+7,BF_PFmean,41.4475
+8,BF_PFmedian,39.6425
+9,PCohF,46.4933333333333
+10,PF_BCmean,41.5275
+11,PF_BCmedian,39.5675
+12,T_BCmean,46.8175
+13,T_BCmedian,46.29
+14,T_BF_BCmean,46.485
+15,T_BF_BCmedian,43.995
+16,T_BF_PF_BCmean,45.95
+17,T_BF_PF_BCmedian,43.02
+18,T_BF_PFmean,46.5175
+19,T_BF_PFmedian,41.24
+20,T_BFmean,46.8125
+21,T_BFmedian,46.515
+22,T_PF_BCmean,46.5675
+23,T_PF_BCmedian,44.61
+24,T_PFmean,46.935
+25,T_PFmedian,46.58
+26,Tigress,46.88
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..864436a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.16
+2,BCorrU,43.28
+3,BF_BCmean,42
+4,BF_BCmedian,41.88
+5,BF_PF_BCmean,42
+6,BF_PF_BCmedian,41.88
+7,BF_PFmean,41.88
+8,BF_PFmedian,41.8
+9,PCohF,46.08
+10,PF_BCmean,41.92
+11,PF_BCmedian,41.84
+12,T_BCmean,46.68
+13,T_BCmedian,46.6
+14,T_BF_BCmean,46.56
+15,T_BF_BCmedian,44.28
+16,T_BF_PF_BCmean,46.04
+17,T_BF_PF_BCmedian,43.48
+18,T_BF_PFmean,46.52
+19,T_BF_PFmedian,42.64
+20,T_BFmean,46.68
+21,T_BFmedian,46.6
+22,T_PF_BCmean,46.48
+23,T_PF_BCmedian,44.64
+24,T_PFmean,46.76
+25,T_PFmedian,46.48
+26,Tigress,46.6
diff --git a/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..c00e638
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim22/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.12
+2,BCorrU,44.4666666666667
+3,BF_BCmean,40.39
+4,BF_BCmedian,36.875
+5,BF_PF_BCmean,40.92
+6,BF_PF_BCmedian,36.92
+7,BF_PFmean,41.015
+8,BF_PFmedian,37.485
+9,PCohF,46.9066666666667
+10,PF_BCmean,41.135
+11,PF_BCmedian,37.295
+12,T_BCmean,46.955
+13,T_BCmedian,45.98
+14,T_BF_BCmean,46.41
+15,T_BF_BCmedian,43.71
+16,T_BF_PF_BCmean,45.86
+17,T_BF_PF_BCmedian,42.56
+18,T_BF_PFmean,46.515
+19,T_BF_PFmedian,39.84
+20,T_BFmean,46.945
+21,T_BFmedian,46.43
+22,T_PF_BCmean,46.655
+23,T_PF_BCmedian,44.58
+24,T_PFmean,47.11
+25,T_PFmedian,46.68
+26,Tigress,47.16
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..1ea93a4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim23Sub001,sim23Sub002,sim23Sub003,sim23Sub004,sim23Sub005,sim23Sub006,sim23Sub007,sim23Sub008,sim23Sub009,sim23Sub010,sim23Sub011,sim23Sub012,sim23Sub013,sim23Sub014,sim23Sub015,sim23Sub016,sim23Sub017,sim23Sub018,sim23Sub019,sim23Sub020,sim23Sub021,sim23Sub022,sim23Sub023,sim23Sub024,sim23Sub025,sim23Sub026,sim23Sub027,sim23Sub028,sim23Sub029,sim23Sub030,sim23Sub031,sim23Sub032,sim23Sub033,sim23Sub034,sim23Sub035,sim23Sub036,sim23Sub037,sim23Sub038,sim23Sub039,sim23Sub040,sim23Sub041,sim23Sub042,sim23Sub043,sim23Sub044,sim23Sub045,sim23Sub046,sim23Sub047,sim23Sub048,sim23Sub049,sim23Sub050
+1,BCohF,0.92,0.84,0.92,0.92,0.92,0.76,0.84,1,0.92,0.84,0.76,1,0.92,0.84,0.84,0.84,0.76,0.84,0.92,0.84,0.84,0.76,0.84,0.76,0.84,0.84,0.84,0.92,0.84,0.92,0.76,0.84,1,0.76,0.84,0.76,0.84,0.84,0.76,0.84,0.84,0.84,0.76,0.76,0.92,0.84,0.84,0.92,0.76,0.76
+2,BCorrU,0.92,0.68,0.92,0.92,0.84,0.76,0.84,0.92,0.84,0.76,0.76,0.92,0.84,0.92,0.76,0.84,0.84,0.84,0.84,0.76,0.84,0.76,0.92,0.84,0.92,0.84,0.76,0.92,0.92,1,0.68,0.84,1,0.76,0.84,0.76,0.84,0.92,0.84,0.92,0.84,0.84,0.84,0.76,0.84,0.92,0.76,0.84,0.76,0.68
+3,BF_BCmean,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8
+5,BF_PF_BCmean,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+9,PCohF,1,0.84,0.92,1,0.92,1,1,1,1,0.92,0.92,1,0.92,0.92,0.84,1,0.92,1,1,1,1,0.92,1,0.92,1,0.92,0.92,1,1,1,0.84,1,1,0.92,1,0.92,1,1,0.84,0.92,0.92,1,1,0.84,0.92,0.92,1,1,1,0.84
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+12,T_BCmean,1,0.84,0.96,0.96,0.88,1,0.92,1,0.92,0.88,0.8,0.96,0.92,0.92,0.88,0.88,0.88,0.92,0.88,0.8,0.84,0.8,0.96,0.92,0.96,0.92,0.84,0.96,0.96,1,0.8,0.88,0.96,0.88,0.96,0.84,0.84,0.88,0.92,0.96,0.88,0.92,1,0.88,0.88,1,0.84,0.84,0.96,0.88
+13,T_BCmedian,1,0.8,0.96,0.96,0.88,1,0.88,1,0.92,0.88,0.8,0.96,0.88,0.92,0.88,0.88,0.88,0.92,0.88,0.8,0.84,0.84,0.96,0.96,0.96,0.92,0.84,0.96,0.96,1,0.8,0.88,0.96,0.88,0.92,0.84,0.84,0.88,0.92,0.96,0.88,0.92,0.96,0.84,0.88,1,0.84,0.84,0.96,0.84
+14,T_BF_BCmean,1,0.88,0.96,0.96,0.88,1,0.92,1,0.92,0.88,0.8,0.96,0.92,0.92,0.88,0.88,0.88,0.92,0.92,0.8,0.8,0.88,0.96,0.96,0.96,0.92,0.84,0.96,0.96,1,0.8,0.88,1,0.88,0.92,0.88,0.84,0.88,0.92,0.96,0.88,0.92,1,0.88,0.88,0.96,0.84,0.84,0.96,0.88
+15,T_BF_BCmedian,0.88,0.84,0.88,0.84,0.8,0.88,0.84,0.84,0.88,0.88,0.84,0.84,0.92,0.84,0.88,0.84,0.84,0.88,0.88,0.8,0.8,0.84,0.84,0.88,0.84,0.88,0.84,0.88,0.88,0.84,0.8,0.84,0.88,0.84,0.88,0.8,0.84,0.88,0.88,0.88,0.88,0.84,0.92,0.88,0.84,0.88,0.84,0.84,0.92,0.84
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diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..ec21632
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim23Sub001,sim23Sub002,sim23Sub003,sim23Sub004,sim23Sub005,sim23Sub006,sim23Sub007,sim23Sub008,sim23Sub009,sim23Sub010,sim23Sub011,sim23Sub012,sim23Sub013,sim23Sub014,sim23Sub015,sim23Sub016,sim23Sub017,sim23Sub018,sim23Sub019,sim23Sub020,sim23Sub021,sim23Sub022,sim23Sub023,sim23Sub024,sim23Sub025,sim23Sub026,sim23Sub027,sim23Sub028,sim23Sub029,sim23Sub030,sim23Sub031,sim23Sub032,sim23Sub033,sim23Sub034,sim23Sub035,sim23Sub036,sim23Sub037,sim23Sub038,sim23Sub039,sim23Sub040,sim23Sub041,sim23Sub042,sim23Sub043,sim23Sub044,sim23Sub045,sim23Sub046,sim23Sub047,sim23Sub048,sim23Sub049,sim23Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_37.csv
new file mode 100644
index 0000000..aeb3212
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_73.csv
new file mode 100644
index 0000000..aeb3212
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_equal.csv
new file mode 100644
index 0000000..ee4d5ad
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+9,1,0.826666666666666,0.946666666666667,1,0.946666666666667,1,1,1,1,0.933333333333334,0.893333333333334,1,0.953333333333334,0.893333333333334,0.853333333333333,1,0.946666666666667,1,1,1,1,0.946666666666667,1,0.953333333333334,1,0.933333333333334,0.94,1,1,1,0.84,1,1,0.953333333333334,1,0.933333333333334,1,1,0.88,0.92,0.933333333333334,1,1,0.826666666666666,0.933333333333334,0.953333333333334,1,1,1,0.833333333333333
+10,0.86,0.785,0.8525,0.86,0.8375,0.85,0.8625,0.8625,0.85,0.815,0.82,0.86,0.8375,0.81,0.8,0.855,0.85,0.86,0.86,0.84,0.86,0.835,0.86,0.86,0.86,0.84,0.84,0.86,0.86,0.86,0.8,0.855,0.86,0.8475,0.85,0.85,0.86,0.86,0.83,0.84,0.86,0.86,0.86,0.82,0.86,0.8275,0.83,0.84,0.86,0.79
+11,0.85,0.76,0.86,0.85,0.8375,0.84,0.84,0.83,0.86,0.79,0.84,0.795,0.84,0.81,0.81,0.86,0.84,0.83,0.86,0.84,0.835,0.82,0.86,0.81,0.85,0.86,0.81,0.845,0.815,0.86,0.76,0.84,0.855,0.825,0.825,0.81,0.82,0.8625,0.82,0.835,0.795,0.8625,0.8325,0.745,0.805,0.8325,0.8,0.82,0.84,0.76
+12,1,0.7625,0.97,0.96,0.885,1,0.9225,1,0.91,0.8225,0.7775,0.975,0.9175,0.9,0.83,0.875,0.8875,0.9375,0.9,0.725,0.83,0.82,0.965,0.945,0.96,0.925,0.81,0.965,0.975,1,0.7875,0.9,0.975,0.85,0.9375,0.85,0.8575,0.905,0.875,0.955,0.885,0.9425,1,0.82,0.89,1,0.8525,0.8375,0.97,0.87
+13,1,0.7375,0.97,0.96,0.885,1,0.885,1,0.9225,0.8225,0.7575,0.97,0.89,0.8875,0.8225,0.8725,0.885,0.9375,0.905,0.7075,0.835,0.8325,0.965,0.965,0.96,0.9175,0.81,0.965,0.975,1,0.7875,0.9,0.975,0.84,0.91,0.8525,0.8625,0.905,0.875,0.955,0.88,0.9425,0.975,0.7975,0.885,1,0.8525,0.85,0.965,0.845
+14,1,0.79,0.9525,0.97,0.885,1,0.92,1,0.925,0.8125,0.7825,0.975,0.9025,0.8975,0.835,0.8725,0.89,0.945,0.93,0.745,0.8325,0.86,0.975,0.9725,0.97,0.93,0.81,0.965,0.965,1,0.79,0.895,1,0.8725,0.905,0.8775,0.8625,0.905,0.8725,0.95,0.875,0.935,1,0.815,0.89,0.975,0.86,0.8375,0.97,0.87
+15,0.8775,0.7575,0.88,0.825,0.8125,0.8975,0.8075,0.8275,0.8925,0.78,0.7425,0.82,0.93,0.835,0.83,0.7775,0.7875,0.875,0.9175,0.7825,0.7825,0.7725,0.8375,0.87,0.83,0.835,0.79,0.8525,0.8375,0.865,0.7325,0.805,0.905,0.8175,0.8325,0.745,0.79,0.8725,0.835,0.86,0.8525,0.8325,0.89,0.7925,0.7975,0.8875,0.7525,0.79,0.9175,0.78
+16,0.975,0.7875,0.95,0.975,0.905,0.975,0.9225,1,0.93,0.8075,0.8075,1,0.9175,0.9125,0.8225,0.865,0.8925,0.94,0.935,0.7975,0.8775,0.87,0.975,1,0.945,0.905,0.8475,0.9425,0.96,1,0.7825,0.895,1,0.89,0.925,0.8875,0.9,0.92,0.8625,0.9225,0.8875,0.96,0.9775,0.8,0.9025,0.97,0.86,0.85,0.9725,0.8575
+17,0.9675,0.7575,0.9225,0.9025,0.8575,1,0.87,0.94,0.9225,0.7975,0.7875,0.905,0.905,0.905,0.835,0.86,0.84,0.8925,0.945,0.7975,0.805,0.8625,0.94,0.8925,0.92,0.8975,0.8025,0.9,0.9,0.975,0.7525,0.8675,0.9675,0.8525,0.9,0.7925,0.835,0.9025,0.8575,0.9175,0.87,0.885,0.96,0.7875,0.835,0.935,0.8175,0.8225,0.9475,0.7975
+18,0.9775,0.7875,0.95,0.97,0.93,1,0.925,1,0.955,0.8175,0.8075,1,0.915,0.9175,0.8275,0.865,0.895,0.94,0.94,0.7925,0.8775,0.88,0.9725,1,0.97,0.9125,0.83,0.965,0.965,1,0.7925,0.9025,1,0.885,0.95,0.865,0.8925,0.9175,0.87,0.925,0.89,0.96,1,0.81,0.895,0.97,0.8575,0.8575,0.9775,0.8775
+19,0.9625,0.76,0.9225,0.935,0.87,1,0.87,0.9425,0.8975,0.81,0.7925,0.9,0.91,0.905,0.825,0.865,0.8525,0.89,0.935,0.7875,0.81,0.8625,0.935,0.8975,0.92,0.8975,0.7775,0.93,0.9075,0.97,0.75,0.9025,0.97,0.8675,0.9425,0.7975,0.8275,0.8825,0.8475,0.9275,0.8525,0.895,0.9675,0.76,0.825,0.965,0.82,0.83,0.94,0.8075
+20,1,0.76,0.965,0.96,0.8875,1,0.925,1,0.935,0.8175,0.79,0.975,0.92,0.9,0.8425,0.8725,0.89,0.94,0.9,0.775,0.8225,0.845,0.965,0.97,0.97,0.925,0.825,0.965,0.975,1,0.7975,0.92,1,0.8725,0.9475,0.875,0.855,0.905,0.875,0.955,0.8825,0.9425,1,0.8125,0.8975,1,0.85,0.84,0.9675,0.87
+21,1,0.735,0.9675,0.965,0.89,1,0.895,1,0.935,0.8125,0.7775,0.975,0.8975,0.9075,0.855,0.8675,0.885,0.9375,0.935,0.77,0.8425,0.845,0.965,0.97,0.97,0.925,0.8275,0.965,0.975,1,0.7975,0.915,1,0.8475,0.905,0.8775,0.865,0.905,0.875,0.9525,0.8825,0.945,1,0.8025,0.915,1,0.8475,0.835,0.975,0.845
+22,1,0.785,0.95,0.97,0.9025,1,0.925,1,0.925,0.83,0.8125,1,0.905,0.9175,0.8225,0.8675,0.895,0.94,0.935,0.7925,0.88,0.8725,0.9725,1,0.97,0.93,0.83,0.965,0.965,1,0.7825,0.8975,1,0.8825,0.95,0.865,0.8925,0.92,0.87,0.9225,0.8825,0.96,1,0.8075,0.89,0.97,0.875,0.85,1,0.85
+23,0.9375,0.7525,0.9225,0.9025,0.8475,1,0.87,0.9425,0.9025,0.805,0.74,0.9025,0.91,0.88,0.82,0.835,0.8525,0.895,0.9225,0.755,0.795,0.825,0.93,0.9275,0.92,0.8975,0.7775,0.93,0.9075,0.9725,0.745,0.895,0.94,0.8675,0.9425,0.78,0.83,0.8875,0.8475,0.9275,0.8525,0.8875,0.9625,0.79,0.82,0.97,0.815,0.815,0.9675,0.815
+24,1,0.785,0.955,0.97,0.8975,1,0.93,1,0.935,0.83,0.81,1,0.91,0.9,0.83,0.895,0.8925,0.94,0.91,0.78,0.855,0.875,0.965,0.9675,0.97,0.91,0.825,0.965,0.975,1,0.795,0.9,0.975,0.905,0.955,0.8625,0.89,0.92,0.8875,0.95,0.8875,0.965,1,0.8075,0.9,0.975,0.875,0.855,0.975,0.8475
+25,0.945,0.7475,0.96,0.9625,0.905,1,0.915,0.975,0.965,0.805,0.8225,0.9175,0.89,0.89,0.8275,0.8875,0.9,0.905,0.93,0.8,0.845,0.86,0.965,0.97,0.97,0.94,0.84,0.965,0.965,1,0.765,0.905,1,0.905,0.95,0.88,0.85,0.93,0.89,0.955,0.8575,0.965,0.9725,0.805,0.865,1,0.87,0.83,1,0.8425
+26,0.97,0.735,0.97,0.955,0.86,1,0.8975,0.975,0.925,0.8125,0.775,0.97,0.885,0.905,0.8275,0.845,0.8875,0.9325,0.8975,0.745,0.83,0.805,0.955,0.94,0.96,0.9025,0.8175,0.965,0.975,0.9775,0.7925,0.9,0.97,0.8675,0.9225,0.84,0.8425,0.905,0.9,0.96,0.89,0.93,0.975,0.805,0.8775,0.975,0.84,0.8175,0.97,0.87
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_37.csv
new file mode 100644
index 0000000..2888c4d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.854
+2,BCorrU,0.848
+3,BF_BCmean,0.82425
+4,BF_BCmedian,0.81825
+5,BF_PF_BCmean,0.8385
+6,BF_PF_BCmedian,0.816
+7,BF_PFmean,0.846
+8,BF_PFmedian,0.834
+9,PCohF,1
+10,PF_BCmean,0.84675
+11,PF_BCmedian,0.83475
+12,T_BCmean,0.9015
+13,T_BCmedian,0.894
+14,T_BF_BCmean,0.908
+15,T_BF_BCmedian,0.83475
+16,T_BF_PF_BCmean,0.91925
+17,T_BF_PF_BCmedian,0.88525
+18,T_BF_PFmean,0.92075
+19,T_BF_PFmedian,0.8875
+20,T_BFmean,0.914
+21,T_BFmedian,0.91175
+22,T_PF_BCmean,0.92075
+23,T_PF_BCmedian,0.88675
+24,T_PFmean,0.9095
+25,T_PFmedian,0.90225
+26,Tigress,0.89275
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_73.csv
new file mode 100644
index 0000000..2888c4d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.854
+2,BCorrU,0.848
+3,BF_BCmean,0.82425
+4,BF_BCmedian,0.81825
+5,BF_PF_BCmean,0.8385
+6,BF_PF_BCmedian,0.816
+7,BF_PFmean,0.846
+8,BF_PFmedian,0.834
+9,PCohF,1
+10,PF_BCmean,0.84675
+11,PF_BCmedian,0.83475
+12,T_BCmean,0.9015
+13,T_BCmedian,0.894
+14,T_BF_BCmean,0.908
+15,T_BF_BCmedian,0.83475
+16,T_BF_PF_BCmean,0.91925
+17,T_BF_PF_BCmedian,0.88525
+18,T_BF_PFmean,0.92075
+19,T_BF_PFmedian,0.8875
+20,T_BFmean,0.914
+21,T_BFmedian,0.91175
+22,T_PF_BCmean,0.92075
+23,T_PF_BCmedian,0.88675
+24,T_PFmean,0.9095
+25,T_PFmedian,0.90225
+26,Tigress,0.89275
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_equal.csv
new file mode 100644
index 0000000..e9aa2cf
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.863333333333333
+2,BCorrU,0.853333333333333
+3,BF_BCmean,0.81375
+4,BF_BCmedian,0.80375
+5,BF_PF_BCmean,0.8375
+6,BF_PF_BCmedian,0.8
+7,BF_PFmean,0.85
+8,BF_PFmedian,0.83
+9,PCohF,1
+10,PF_BCmean,0.85125
+11,PF_BCmedian,0.83375
+12,T_BCmean,0.9025
+13,T_BCmedian,0.895
+14,T_BF_BCmean,0.90375
+15,T_BF_BCmedian,0.83
+16,T_BF_PF_BCmean,0.915
+17,T_BF_PF_BCmedian,0.88875
+18,T_BF_PFmean,0.9175
+19,T_BF_PFmedian,0.8925
+20,T_BFmean,0.9125
+21,T_BFmedian,0.90625
+22,T_PF_BCmean,0.91875
+23,T_PF_BCmedian,0.8875
+24,T_PFmean,0.91
+25,T_PFmedian,0.905
+26,Tigress,0.9
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..e8f6072
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.92
+13,T_BCmedian,0.88
+14,T_BF_BCmean,0.92
+15,T_BF_BCmedian,0.84
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.88
+20,T_BFmean,0.92
+21,T_BFmedian,0.92
+22,T_PF_BCmean,0.92
+23,T_PF_BCmedian,0.88
+24,T_PFmean,0.92
+25,T_PFmedian,0.92
+26,Tigress,0.88
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e5a8052
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.88
+2,BCorrU,0.866666666666667
+3,BF_BCmean,0.7875
+4,BF_BCmedian,0.77
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.7625
+7,BF_PFmean,0.865
+8,BF_PFmedian,0.82
+9,PCohF,1
+10,PF_BCmean,0.8675
+11,PF_BCmedian,0.83
+12,T_BCmean,0.915
+13,T_BCmedian,0.9
+14,T_BF_BCmean,0.905
+15,T_BF_BCmedian,0.7975
+16,T_BF_PF_BCmean,0.925
+17,T_BF_PF_BCmedian,0.885
+18,T_BF_PFmean,0.9275
+19,T_BF_PFmedian,0.9
+20,T_BFmean,0.92
+21,T_BFmedian,0.91
+22,T_PF_BCmean,0.9225
+23,T_PF_BCmedian,0.895
+24,T_PFmean,0.92
+25,T_PFmedian,0.93
+26,Tigress,0.915
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_37.csv
new file mode 100644
index 0000000..776ba87
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.8
+2,BCorrU,42.244
+3,BF_BCmean,41.0465
+4,BF_BCmedian,40.794
+5,BF_PF_BCmean,41.8195
+6,BF_PF_BCmedian,40.755
+7,BF_PFmean,42.036
+8,BF_PFmedian,41.6685
+9,PCohF,47.856
+10,PF_BCmean,42.1015
+11,PF_BCmedian,41.5795
+12,T_BCmean,45.2115
+13,T_BCmedian,45.0025
+14,T_BF_BCmean,45.3685
+15,T_BF_BCmedian,41.985
+16,T_BF_PF_BCmean,45.5175
+17,T_BF_PF_BCmedian,43.9645
+18,T_BF_PFmean,45.744
+19,T_BF_PFmedian,44.0945
+20,T_BFmean,45.4375
+21,T_BFmedian,45.36
+22,T_PF_BCmean,45.7285
+23,T_PF_BCmedian,43.845
+24,T_PFmean,45.651
+25,T_PFmedian,45.3925
+26,Tigress,44.7685
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_73.csv
new file mode 100644
index 0000000..776ba87
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.8
+2,BCorrU,42.244
+3,BF_BCmean,41.0465
+4,BF_BCmedian,40.794
+5,BF_PF_BCmean,41.8195
+6,BF_PF_BCmedian,40.755
+7,BF_PFmean,42.036
+8,BF_PFmedian,41.6685
+9,PCohF,47.856
+10,PF_BCmean,42.1015
+11,PF_BCmedian,41.5795
+12,T_BCmean,45.2115
+13,T_BCmedian,45.0025
+14,T_BF_BCmean,45.3685
+15,T_BF_BCmedian,41.985
+16,T_BF_PF_BCmean,45.5175
+17,T_BF_PF_BCmedian,43.9645
+18,T_BF_PFmean,45.744
+19,T_BF_PFmedian,44.0945
+20,T_BFmean,45.4375
+21,T_BFmedian,45.36
+22,T_PF_BCmean,45.7285
+23,T_PF_BCmedian,43.845
+24,T_PFmean,45.651
+25,T_PFmedian,45.3925
+26,Tigress,44.7685
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..96ace38
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.12
+2,BCorrU,42.46
+3,BF_BCmean,40.5175
+4,BF_BCmedian,40.15
+5,BF_PF_BCmean,41.8325
+6,BF_PF_BCmedian,40.085
+7,BF_PFmean,42.14
+8,BF_PFmedian,41.4475
+9,PCohF,47.9733333333333
+10,PF_BCmean,42.2225
+11,PF_BCmedian,41.3525
+12,T_BCmean,45.1125
+13,T_BCmedian,44.8975
+14,T_BF_BCmean,45.2675
+15,T_BF_BCmedian,41.415
+16,T_BF_PF_BCmean,45.4625
+17,T_BF_PF_BCmedian,43.8075
+18,T_BF_PFmean,45.68
+19,T_BF_PFmedian,43.9175
+20,T_BFmean,45.3825
+21,T_BFmedian,45.28
+22,T_PF_BCmean,45.6275
+23,T_PF_BCmedian,43.635
+24,T_PFmean,45.605
+25,T_PFmedian,45.3075
+26,Tigress,44.7475
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..263011f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.32
+2,BCorrU,41.92
+3,BF_BCmean,41.84
+4,BF_BCmedian,41.76
+5,BF_PF_BCmean,41.8
+6,BF_PF_BCmedian,41.76
+7,BF_PFmean,41.88
+8,BF_PFmedian,42
+9,PCohF,47.68
+10,PF_BCmean,41.92
+11,PF_BCmedian,41.92
+12,T_BCmean,45.36
+13,T_BCmedian,45.16
+14,T_BF_BCmean,45.52
+15,T_BF_BCmedian,42.84
+16,T_BF_PF_BCmean,45.6
+17,T_BF_PF_BCmedian,44.2
+18,T_BF_PFmean,45.84
+19,T_BF_PFmedian,44.36
+20,T_BFmean,45.52
+21,T_BFmedian,45.48
+22,T_PF_BCmean,45.88
+23,T_PF_BCmedian,44.16
+24,T_PFmean,45.72
+25,T_PFmedian,45.52
+26,Tigress,44.8
diff --git a/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..fd66884
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim23/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.92
+2,BCorrU,43
+3,BF_BCmean,39.195
+4,BF_BCmedian,38.54
+5,BF_PF_BCmean,41.865
+6,BF_PF_BCmedian,38.41
+7,BF_PFmean,42.4
+8,BF_PFmedian,40.895
+9,PCohF,48.2666666666667
+10,PF_BCmean,42.525
+11,PF_BCmedian,40.785
+12,T_BCmean,44.865
+13,T_BCmedian,44.635
+14,T_BF_BCmean,45.015
+15,T_BF_BCmedian,39.99
+16,T_BF_PF_BCmean,45.325
+17,T_BF_PF_BCmedian,43.415
+18,T_BF_PFmean,45.52
+19,T_BF_PFmedian,43.475
+20,T_BFmean,45.245
+21,T_BFmedian,45.08
+22,T_PF_BCmean,45.375
+23,T_PF_BCmedian,43.11
+24,T_PFmean,45.49
+25,T_PFmedian,45.095
+26,Tigress,44.695
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..fa97f50
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim24Sub001,sim24Sub002,sim24Sub003,sim24Sub004,sim24Sub005,sim24Sub006,sim24Sub007,sim24Sub008,sim24Sub009,sim24Sub010,sim24Sub011,sim24Sub012,sim24Sub013,sim24Sub014,sim24Sub015,sim24Sub016,sim24Sub017,sim24Sub018,sim24Sub019,sim24Sub020,sim24Sub021,sim24Sub022,sim24Sub023,sim24Sub024,sim24Sub025,sim24Sub026,sim24Sub027,sim24Sub028,sim24Sub029,sim24Sub030,sim24Sub031,sim24Sub032,sim24Sub033,sim24Sub034,sim24Sub035,sim24Sub036,sim24Sub037,sim24Sub038,sim24Sub039,sim24Sub040,sim24Sub041,sim24Sub042,sim24Sub043,sim24Sub044,sim24Sub045,sim24Sub046,sim24Sub047,sim24Sub048,sim24Sub049,sim24Sub050
+1,BCohF,0.84,0.84,0.68,0.76,0.84,0.84,0.84,0.68,0.76,0.76,0.76,0.84,0.84,0.68,1,0.76,0.68,0.76,0.76,0.84,0.76,0.84,0.92,0.76,0.76,0.84,0.84,0.68,0.6,0.84,0.68,0.68,0.68,0.76,0.76,0.84,0.84,0.76,0.68,0.68,0.76,0.84,0.68,0.76,0.92,0.84,0.84,0.68,0.84,0.76
+2,BCorrU,0.84,0.84,0.68,0.76,0.76,0.84,0.92,0.76,0.84,0.68,0.76,0.92,0.84,0.76,0.84,0.76,0.68,0.68,0.68,0.76,0.76,0.76,0.84,0.76,0.68,0.76,0.84,0.68,0.6,0.76,0.68,0.68,0.76,0.76,0.84,0.76,0.76,0.76,0.68,0.68,0.68,0.76,0.68,0.68,0.92,0.76,0.84,0.68,0.84,0.68
+3,BF_BCmean,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+9,PCohF,1,0.84,0.6,0.84,0.84,0.92,1,0.84,0.92,0.76,0.92,0.84,0.84,0.84,1,1,0.6,0.84,0.76,1,0.76,0.92,1,0.92,0.76,1,0.84,0.68,0.68,0.92,0.76,0.68,0.92,0.92,0.84,0.92,0.84,1,0.76,0.76,0.84,0.84,0.84,0.84,0.92,0.84,0.92,0.68,0.92,0.92
+10,PF_BCmean,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,0.88,0.88,0.88,0.88,0.88,0.92,0.96,0.88,0.84,0.84,0.96,0.92,0.88,0.96,1,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.96,0.84,0.8,0.96,0.96,0.84,0.8,0.88,0.88,0.84,0.84,0.84,0.88,0.96,0.88,0.96,0.8,0.84,0.8,0.84,0.8,0.84,0.92,0.88,0.96,0.84,0.92,0.84
+13,T_BCmedian,0.88,0.88,0.88,0.88,0.88,0.92,0.96,0.88,0.84,0.84,0.96,0.92,0.88,0.96,0.96,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.96,0.84,0.8,0.96,0.96,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.88,0.96,0.88,0.96,0.8,0.8,0.8,0.84,0.8,0.84,0.92,0.88,0.96,0.84,0.92,0.84
+14,T_BF_BCmean,0.88,0.88,0.88,0.88,0.88,0.92,0.96,0.88,0.88,0.84,0.96,0.92,0.88,0.96,1,0.84,0.8,0.8,0.8,0.84,0.84,0.88,0.96,0.84,0.8,0.96,0.96,0.84,0.8,0.88,0.88,0.84,0.84,0.84,0.88,0.96,0.92,0.96,0.8,0.84,0.8,0.84,0.8,0.84,0.92,0.88,0.96,0.84,0.92,0.84
+15,T_BF_BCmedian,0.88,0.8,0.88,0.88,0.88,0.84,0.88,0.84,0.84,0.84,0.88,0.88,0.84,0.88,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.84,0.8,0.88,0.84,0.84,0.8,0.88,0.84,0.84,0.8,0.8,0.84,0.84,0.88,0.84,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.84,0.88,0.84,0.88,0.84
+16,T_BF_PF_BCmean,0.92,0.88,0.84,0.88,0.88,0.92,0.92,0.88,0.88,0.92,0.96,0.92,0.88,0.92,1,0.84,0.8,0.84,0.84,0.88,0.84,0.88,0.96,0.84,0.84,0.96,0.92,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.88,0.96,0.92,0.96,0.8,0.84,0.8,0.84,0.84,0.88,0.92,0.88,0.92,0.84,0.92,0.84
+17,T_BF_PF_BCmedian,0.88,0.8,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.84,0.92,0.92,0.88,0.88,0.92,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.92,0.84,0.8,0.96,0.88,0.84,0.8,0.88,0.84,0.84,0.8,0.8,0.84,0.96,0.88,0.96,0.8,0.8,0.8,0.84,0.84,0.84,0.88,0.88,0.92,0.88,0.88,0.84
+18,T_BF_PFmean,0.92,0.84,0.84,0.88,0.88,0.92,0.92,0.88,0.88,0.88,0.96,0.92,0.88,0.96,1,0.84,0.8,0.84,0.84,0.88,0.84,0.88,0.96,0.84,0.84,0.96,0.92,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.88,0.96,0.88,0.96,0.8,0.84,0.8,0.84,0.8,0.88,0.92,0.88,0.96,0.84,0.92,0.84
+19,T_BF_PFmedian,0.88,0.8,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.84,0.96,0.92,0.88,0.88,0.92,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.92,0.84,0.8,0.96,0.88,0.84,0.8,0.88,0.84,0.84,0.8,0.8,0.84,0.96,0.88,0.96,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.88,0.92,0.84,0.88,0.84
+20,T_BFmean,0.88,0.88,0.88,0.88,0.88,0.92,0.96,0.88,0.84,0.84,0.96,0.92,0.88,0.96,1,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.96,0.84,0.8,0.96,0.96,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.88,0.96,0.88,0.96,0.8,0.8,0.8,0.84,0.8,0.84,0.92,0.88,0.96,0.84,0.92,0.84
+21,T_BFmedian,0.88,0.88,0.88,0.88,0.88,0.92,0.96,0.88,0.84,0.84,0.96,0.92,0.88,0.96,1,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.92,0.84,0.8,0.96,0.96,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.96,0.92,0.96,0.8,0.8,0.8,0.84,0.8,0.84,0.92,0.88,0.96,0.84,0.92,0.84
+22,T_PF_BCmean,0.92,0.88,0.84,0.88,0.88,0.92,0.96,0.88,0.88,0.88,0.96,0.92,0.88,0.96,1,0.84,0.8,0.84,0.8,0.88,0.84,0.88,0.96,0.84,0.84,0.96,0.92,0.84,0.8,0.88,0.88,0.84,0.84,0.84,0.88,0.96,0.88,0.96,0.8,0.84,0.8,0.84,0.84,0.88,0.92,0.88,0.96,0.84,0.92,0.84
+23,T_PF_BCmedian,0.88,0.8,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.84,0.96,0.92,0.88,0.92,0.92,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.92,0.84,0.8,0.96,0.88,0.84,0.8,0.88,0.84,0.84,0.8,0.8,0.84,0.96,0.92,0.96,0.8,0.8,0.8,0.84,0.8,0.84,0.88,0.88,0.92,0.88,0.88,0.84
+24,T_PFmean,0.92,0.84,0.84,0.88,0.88,0.92,0.96,0.88,0.84,0.84,0.96,0.92,0.88,0.96,1,0.84,0.8,0.84,0.8,0.88,0.84,0.88,0.96,0.84,0.84,0.96,0.92,0.84,0.8,0.88,0.88,0.84,0.84,0.84,0.88,0.96,0.88,0.96,0.8,0.84,0.8,0.84,0.84,0.88,0.92,0.88,0.96,0.84,0.92,0.84
+25,T_PFmedian,0.92,0.84,0.84,0.88,0.88,0.88,0.92,0.88,0.88,0.84,0.96,0.92,0.88,0.96,0.96,0.84,0.8,0.84,0.8,0.84,0.88,0.92,0.92,0.84,0.8,0.96,0.96,0.88,0.8,0.88,0.84,0.84,0.88,0.84,0.88,0.96,0.88,0.96,0.8,0.84,0.8,0.84,0.8,0.88,0.92,0.88,0.96,0.84,0.92,0.84
+26,Tigress,0.88,0.88,0.84,0.88,0.88,0.88,0.96,0.84,0.84,0.84,1,0.92,0.88,0.96,0.96,0.84,0.8,0.8,0.8,0.84,0.8,0.88,0.96,0.84,0.8,0.96,0.96,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.96,0.88,0.96,0.8,0.84,0.8,0.84,0.8,0.84,0.92,0.88,0.96,0.84,0.92,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..2c1a036
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim24Sub001,sim24Sub002,sim24Sub003,sim24Sub004,sim24Sub005,sim24Sub006,sim24Sub007,sim24Sub008,sim24Sub009,sim24Sub010,sim24Sub011,sim24Sub012,sim24Sub013,sim24Sub014,sim24Sub015,sim24Sub016,sim24Sub017,sim24Sub018,sim24Sub019,sim24Sub020,sim24Sub021,sim24Sub022,sim24Sub023,sim24Sub024,sim24Sub025,sim24Sub026,sim24Sub027,sim24Sub028,sim24Sub029,sim24Sub030,sim24Sub031,sim24Sub032,sim24Sub033,sim24Sub034,sim24Sub035,sim24Sub036,sim24Sub037,sim24Sub038,sim24Sub039,sim24Sub040,sim24Sub041,sim24Sub042,sim24Sub043,sim24Sub044,sim24Sub045,sim24Sub046,sim24Sub047,sim24Sub048,sim24Sub049,sim24Sub050
+1,BCohF,0.893333333333333,0.8,0.573333333333333,0.84,0.893333333333333,0.853333333333333,0.88,0.746666666666667,0.786666666666667,0.706666666666667,0.786666666666667,0.826666666666667,0.76,0.733333333333333,1,0.786666666666667,0.626666666666667,0.746666666666667,0.706666666666667,0.946666666666667,0.733333333333333,0.84,0.96,0.76,0.746666666666667,0.84,0.826666666666667,0.706666666666667,0.533333333333333,0.88,0.613333333333333,0.613333333333333,0.653333333333333,0.786666666666667,0.773333333333333,0.813333333333333,0.84,0.8,0.626666666666667,0.613333333333333,0.613333333333333,0.933333333333333,0.64,0.8,0.866666666666667,0.813333333333333,0.906666666666667,0.64,0.866666666666667,0.746666666666667
+2,BCorrU,0.826666666666667,0.813333333333333,0.68,0.733333333333333,0.853333333333333,0.84,0.973333333333333,0.773333333333333,0.8,0.666666666666667,0.786666666666667,0.866666666666667,0.76,0.76,0.933333333333333,0.72,0.6,0.666666666666667,0.666666666666667,0.813333333333333,0.746666666666666,0.8,0.893333333333333,0.733333333333333,0.706666666666667,0.84,0.826666666666667,0.72,0.48,0.76,0.666666666666667,0.6,0.773333333333333,0.72,0.866666666666667,0.786666666666667,0.813333333333333,0.813333333333333,0.466666666666667,0.64,0.6,0.786666666666667,0.68,0.773333333333333,0.866666666666667,0.786666666666667,0.866666666666667,0.733333333333333,0.84,0.693333333333333
+3,BF_BCmean,0.82,0.735,0.565,0.7,0.77,0.76,0.845,0.69,0.72,0.67,0.725,0.74,0.695,0.7,0.865,0.72,0.595,0.625,0.665,0.785,0.675,0.765,0.835,0.72,0.675,0.76,0.75,0.67,0.515,0.735,0.6,0.575,0.645,0.71,0.77,0.75,0.78,0.74,0.495,0.6,0.565,0.77,0.615,0.71,0.785,0.72,0.82,0.64,0.73,0.675
+4,BF_BCmedian,0.815,0.715,0.56,0.75,0.8,0.74,0.765,0.7,0.72,0.6,0.73,0.74,0.68,0.69,0.83,0.725,0.595,0.645,0.615,0.82,0.69,0.79,0.76,0.7,0.635,0.72,0.745,0.66,0.475,0.765,0.58,0.585,0.685,0.71,0.74,0.695,0.82,0.74,0.495,0.625,0.615,0.76,0.605,0.71,0.785,0.73,0.815,0.62,0.79,0.69
+5,BF_PF_BCmean,0.88,0.77,0.525,0.79,0.8,0.8,0.88,0.74,0.79,0.68,0.78,0.755,0.69,0.7,0.88,0.87,0.525,0.72,0.61,0.885,0.69,0.78,0.88,0.76,0.73,0.86,0.77,0.65,0.555,0.83,0.66,0.6,0.76,0.775,0.79,0.78,0.83,0.86,0.57,0.68,0.745,0.78,0.695,0.77,0.78,0.74,0.87,0.66,0.79,0.71
+6,BF_PF_BCmedian,0.805,0.705,0.54,0.75,0.82,0.72,0.755,0.7,0.73,0.61,0.72,0.75,0.7,0.71,0.885,0.74,0.595,0.635,0.615,0.84,0.71,0.79,0.79,0.74,0.66,0.715,0.735,0.65,0.485,0.76,0.565,0.585,0.685,0.74,0.745,0.685,0.85,0.77,0.545,0.595,0.625,0.78,0.605,0.68,0.755,0.72,0.815,0.6,0.77,0.7
+7,BF_PFmean,0.88,0.78,0.565,0.76,0.81,0.82,0.88,0.74,0.8,0.68,0.78,0.76,0.72,0.69,0.88,0.87,0.515,0.74,0.63,0.885,0.71,0.79,0.88,0.8,0.72,0.86,0.78,0.62,0.555,0.87,0.69,0.61,0.76,0.775,0.77,0.78,0.83,0.87,0.58,0.73,0.775,0.785,0.705,0.78,0.81,0.76,0.88,0.65,0.79,0.76
+8,BF_PFmedian,0.83,0.68,0.525,0.87,0.78,0.8,0.82,0.78,0.83,0.64,0.7,0.72,0.76,0.72,0.8,0.78,0.555,0.68,0.58,0.88,0.78,0.78,0.715,0.8,0.65,0.825,0.72,0.68,0.535,0.82,0.64,0.61,0.72,0.83,0.725,0.74,0.88,0.86,0.515,0.78,0.72,0.795,0.635,0.74,0.74,0.71,0.84,0.65,0.82,0.72
+9,PCohF,1,0.84,0.546666666666667,0.84,0.866666666666667,0.92,1,0.826666666666667,0.893333333333333,0.746666666666667,0.973333333333333,0.893333333333333,0.826666666666667,0.76,1,1,0.466666666666667,0.84,0.733333333333333,1,0.733333333333333,0.866666666666667,1,0.92,0.773333333333333,1,0.866666666666667,0.68,0.6,0.973333333333333,0.773333333333333,0.68,0.893333333333333,0.88,0.893333333333333,0.866666666666667,0.933333333333333,1,0.6,0.84,0.813333333333333,0.866666666666667,0.813333333333333,0.906666666666667,0.973333333333333,0.84,0.986666666666667,0.746666666666667,0.893333333333333,0.906666666666667
+10,PF_BCmean,0.88,0.8,0.515,0.76,0.815,0.82,0.88,0.74,0.8,0.68,0.84,0.755,0.7,0.7,0.88,0.87,0.515,0.75,0.64,0.885,0.67,0.775,0.88,0.78,0.72,0.86,0.77,0.62,0.555,0.81,0.72,0.62,0.76,0.775,0.785,0.78,0.825,0.88,0.58,0.72,0.77,0.78,0.71,0.78,0.82,0.74,0.87,0.69,0.78,0.75
+11,PF_BCmedian,0.8,0.7,0.505,0.87,0.76,0.8,0.84,0.76,0.83,0.66,0.72,0.72,0.73,0.72,0.8,0.78,0.525,0.67,0.6,0.88,0.77,0.78,0.705,0.8,0.64,0.845,0.71,0.65,0.535,0.81,0.64,0.61,0.74,0.82,0.72,0.74,0.87,0.86,0.505,0.76,0.77,0.78,0.635,0.775,0.715,0.69,0.84,0.69,0.82,0.72
+12,T_BCmean,0.855,0.9,0.735,0.695,0.86,0.92,0.97,0.87,0.865,0.77,0.985,0.89,0.84,0.865,1,0.725,0.56,0.705,0.505,0.84,0.635,0.8,0.98,0.765,0.635,0.98,0.97,0.75,0.58,0.855,0.685,0.67,0.83,0.85,0.85,0.86,0.875,0.855,0.45,0.62,0.53,0.75,0.765,0.84,0.885,0.705,0.98,0.79,0.925,0.685
+13,T_BCmedian,0.855,0.9,0.74,0.7,0.86,0.92,0.97,0.865,0.885,0.76,0.995,0.895,0.83,0.865,0.995,0.7,0.56,0.715,0.505,0.845,0.64,0.8,0.98,0.79,0.635,0.98,0.97,0.75,0.575,0.85,0.665,0.67,0.835,0.845,0.85,0.86,0.875,0.855,0.44,0.61,0.525,0.75,0.735,0.835,0.885,0.69,0.98,0.785,0.93,0.68
+14,T_BF_BCmean,0.86,0.895,0.74,0.695,0.85,0.92,0.97,0.835,0.875,0.725,0.95,0.865,0.835,0.865,1,0.715,0.555,0.7,0.545,0.84,0.7,0.8,0.965,0.75,0.65,0.965,0.98,0.785,0.56,0.85,0.675,0.68,0.84,0.845,0.84,0.865,0.87,0.855,0.465,0.595,0.54,0.75,0.715,0.84,0.855,0.725,0.98,0.785,0.905,0.705
+15,T_BF_BCmedian,0.845,0.73,0.64,0.745,0.805,0.74,0.77,0.685,0.76,0.595,0.82,0.76,0.715,0.75,0.9,0.73,0.555,0.62,0.56,0.84,0.65,0.8,0.825,0.815,0.61,0.84,0.785,0.665,0.48,0.755,0.665,0.57,0.66,0.78,0.73,0.735,0.87,0.785,0.515,0.605,0.58,0.77,0.62,0.66,0.77,0.705,0.855,0.695,0.815,0.65
+16,T_BF_PF_BCmean,0.875,0.905,0.71,0.725,0.835,0.91,0.96,0.79,0.895,0.735,0.97,0.85,0.8,0.845,1,0.745,0.54,0.71,0.57,0.885,0.665,0.78,0.96,0.77,0.65,0.95,0.955,0.75,0.57,0.835,0.67,0.66,0.84,0.87,0.835,0.855,0.875,0.885,0.43,0.615,0.565,0.77,0.76,0.825,0.88,0.73,0.975,0.78,0.885,0.7
+17,T_BF_PF_BCmedian,0.825,0.795,0.68,0.845,0.755,0.845,0.9,0.755,0.855,0.725,0.925,0.82,0.76,0.83,0.945,0.695,0.475,0.675,0.53,0.835,0.67,0.77,0.935,0.75,0.54,0.91,0.92,0.745,0.505,0.785,0.685,0.565,0.745,0.82,0.825,0.855,0.88,0.89,0.4,0.625,0.55,0.75,0.72,0.71,0.855,0.695,0.935,0.745,0.84,0.64
+18,T_BF_PFmean,0.875,0.895,0.72,0.71,0.84,0.91,0.965,0.805,0.905,0.75,0.98,0.895,0.805,0.855,1,0.745,0.54,0.705,0.57,0.885,0.67,0.765,0.96,0.78,0.645,0.95,0.945,0.75,0.57,0.855,0.675,0.67,0.84,0.87,0.845,0.855,0.87,0.9,0.46,0.625,0.565,0.77,0.765,0.84,0.9,0.72,0.98,0.8,0.9,0.7
+19,T_BF_PFmedian,0.79,0.765,0.705,0.785,0.745,0.84,0.9,0.79,0.86,0.765,0.99,0.85,0.785,0.855,0.925,0.695,0.44,0.635,0.535,0.845,0.67,0.765,0.94,0.735,0.545,0.91,0.935,0.775,0.565,0.775,0.705,0.585,0.77,0.815,0.85,0.855,0.865,0.905,0.425,0.645,0.555,0.75,0.735,0.715,0.865,0.655,0.945,0.765,0.84,0.62
+20,T_BFmean,0.86,0.885,0.75,0.7,0.86,0.92,0.97,0.855,0.88,0.76,0.98,0.915,0.87,0.865,1,0.725,0.565,0.705,0.54,0.84,0.65,0.8,0.98,0.79,0.66,0.975,0.98,0.75,0.58,0.855,0.675,0.68,0.84,0.85,0.84,0.865,0.87,0.86,0.465,0.615,0.535,0.76,0.825,0.835,0.89,0.73,0.98,0.82,0.92,0.68
+21,T_BFmedian,0.87,0.89,0.735,0.715,0.86,0.92,0.97,0.85,0.875,0.755,0.98,0.91,0.845,0.855,1,0.725,0.56,0.685,0.54,0.85,0.66,0.81,0.97,0.79,0.655,0.975,0.97,0.75,0.575,0.86,0.67,0.68,0.84,0.845,0.805,0.865,0.89,0.855,0.46,0.615,0.525,0.76,0.77,0.82,0.89,0.73,0.975,0.805,0.93,0.685
+22,T_PF_BCmean,0.865,0.9,0.72,0.71,0.835,0.91,0.97,0.8,0.9,0.755,0.985,0.88,0.81,0.855,1,0.725,0.535,0.71,0.57,0.885,0.67,0.775,0.96,0.76,0.65,0.95,0.95,0.74,0.58,0.83,0.685,0.675,0.84,0.865,0.85,0.855,0.87,0.895,0.43,0.615,0.565,0.77,0.765,0.845,0.905,0.695,0.98,0.79,0.9,0.7
+23,T_PF_BCmedian,0.785,0.775,0.705,0.79,0.745,0.85,0.9,0.79,0.865,0.755,0.99,0.85,0.785,0.865,0.925,0.695,0.435,0.625,0.495,0.845,0.66,0.77,0.935,0.755,0.53,0.91,0.93,0.775,0.57,0.775,0.705,0.58,0.77,0.815,0.845,0.855,0.87,0.905,0.425,0.65,0.55,0.75,0.735,0.715,0.865,0.655,0.945,0.775,0.83,0.615
+24,T_PFmean,0.865,0.89,0.71,0.705,0.815,0.91,0.97,0.815,0.895,0.79,0.99,0.91,0.835,0.88,1,0.735,0.525,0.71,0.55,0.885,0.665,0.78,0.96,0.765,0.65,0.95,0.965,0.77,0.58,0.86,0.695,0.69,0.84,0.85,0.86,0.855,0.88,0.905,0.46,0.635,0.555,0.77,0.825,0.845,0.915,0.715,0.98,0.795,0.92,0.7
+25,T_PFmedian,0.82,0.835,0.69,0.79,0.78,0.885,0.96,0.83,0.89,0.79,0.99,0.845,0.84,0.875,0.98,0.72,0.52,0.705,0.57,0.88,0.73,0.8,0.92,0.785,0.63,0.94,0.97,0.785,0.595,0.83,0.675,0.67,0.87,0.86,0.81,0.855,0.88,0.885,0.445,0.63,0.565,0.795,0.83,0.8,0.87,0.67,0.97,0.81,0.905,0.685
+26,Tigress,0.865,0.88,0.77,0.695,0.865,0.915,0.97,0.855,0.855,0.8,1,0.95,0.88,0.855,0.99,0.705,0.53,0.67,0.59,0.84,0.695,0.785,0.98,0.785,0.62,0.98,0.97,0.8,0.635,0.87,0.655,0.72,0.82,0.85,0.865,0.85,0.865,0.85,0.46,0.67,0.48,0.73,0.825,0.83,0.915,0.765,0.965,0.84,0.935,0.74
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_37.csv
new file mode 100644
index 0000000..e7a4605
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_37.csv
@@ -0,0 +1,27 @@
+,sim24Sub001,sim24Sub002,sim24Sub003,sim24Sub004,sim24Sub005,sim24Sub006,sim24Sub007,sim24Sub008,sim24Sub009,sim24Sub010,sim24Sub011,sim24Sub012,sim24Sub013,sim24Sub014,sim24Sub015,sim24Sub016,sim24Sub017,sim24Sub018,sim24Sub019,sim24Sub020,sim24Sub021,sim24Sub022,sim24Sub023,sim24Sub024,sim24Sub025,sim24Sub026,sim24Sub027,sim24Sub028,sim24Sub029,sim24Sub030,sim24Sub031,sim24Sub032,sim24Sub033,sim24Sub034,sim24Sub035,sim24Sub036,sim24Sub037,sim24Sub038,sim24Sub039,sim24Sub040,sim24Sub041,sim24Sub042,sim24Sub043,sim24Sub044,sim24Sub045,sim24Sub046,sim24Sub047,sim24Sub048,sim24Sub049,sim24Sub050
+1,0.856,0.828,0.648,0.784,0.856,0.844,0.852,0.7,0.768,0.744,0.768,0.836,0.816,0.696,1,0.768,0.664,0.756,0.744,0.872,0.752,0.84,0.932,0.76,0.756,0.84,0.836,0.688,0.58,0.852,0.66,0.66,0.672,0.768,0.764,0.832,0.84,0.772,0.664,0.66,0.716,0.868,0.668,0.772,0.904,0.832,0.86,0.668,0.848,0.756
+2,0.836,0.832,0.68,0.752,0.788,0.84,0.936,0.764,0.828,0.676,0.768,0.904,0.816,0.76,0.868,0.748,0.656,0.676,0.676,0.776,0.756,0.772,0.856,0.752,0.688,0.784,0.836,0.692,0.564,0.76,0.676,0.656,0.764,0.748,0.848,0.768,0.776,0.776,0.616,0.668,0.656,0.768,0.68,0.708,0.904,0.768,0.848,0.696,0.84,0.684
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+5,0.852,0.819,0.7175,0.825,0.828,0.828,0.852,0.81,0.825,0.792,0.822,0.7865,0.795,0.798,0.852,0.849,0.7175,0.804,0.771,0.8535,0.795,0.822,0.852,0.816,0.807,0.846,0.819,0.783,0.7265,0.837,0.786,0.768,0.816,0.7925,0.825,0.822,0.837,0.846,0.759,0.792,0.8115,0.822,0.7685,0.819,0.822,0.81,0.849,0.786,0.825,0.801
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diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_73.csv
new file mode 100644
index 0000000..e7a4605
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_equal.csv
new file mode 100644
index 0000000..0f11554
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+17,0.8525,0.7975,0.78,0.8625,0.8175,0.8625,0.89,0.8175,0.8475,0.7825,0.9225,0.87,0.82,0.855,0.9325,0.7675,0.6375,0.7375,0.665,0.8375,0.735,0.825,0.9275,0.795,0.67,0.935,0.9,0.7925,0.6525,0.8325,0.7625,0.7025,0.7725,0.81,0.8325,0.9075,0.88,0.925,0.6,0.7125,0.675,0.795,0.78,0.775,0.8675,0.7875,0.9275,0.8125,0.86,0.74
+18,0.8975,0.8675,0.78,0.795,0.86,0.915,0.9425,0.8425,0.8925,0.815,0.97,0.9075,0.8425,0.9075,1,0.7925,0.67,0.7725,0.705,0.8825,0.755,0.8225,0.96,0.81,0.7425,0.955,0.9325,0.795,0.685,0.8675,0.7575,0.755,0.84,0.855,0.8625,0.9075,0.875,0.93,0.63,0.7325,0.6825,0.805,0.7825,0.86,0.91,0.8,0.97,0.82,0.91,0.77
+19,0.835,0.7825,0.7925,0.8325,0.8125,0.86,0.89,0.835,0.85,0.8025,0.975,0.885,0.8325,0.8675,0.9225,0.7675,0.62,0.7175,0.6675,0.8425,0.735,0.8225,0.93,0.7875,0.6725,0.935,0.9075,0.8075,0.6825,0.8275,0.7725,0.7125,0.785,0.8075,0.845,0.9075,0.8725,0.9325,0.6125,0.7225,0.6775,0.795,0.7675,0.7775,0.8725,0.7675,0.9325,0.8025,0.86,0.73
+20,0.87,0.8825,0.815,0.79,0.87,0.92,0.965,0.8675,0.86,0.8,0.97,0.9175,0.875,0.9125,1,0.7825,0.6825,0.7525,0.67,0.84,0.725,0.84,0.97,0.815,0.73,0.9675,0.97,0.795,0.69,0.8675,0.7575,0.76,0.84,0.845,0.86,0.9125,0.875,0.91,0.6325,0.7075,0.6675,0.8,0.8125,0.8375,0.905,0.805,0.97,0.83,0.92,0.76
+21,0.875,0.885,0.8075,0.7975,0.87,0.92,0.965,0.865,0.8575,0.7975,0.97,0.915,0.8625,0.9075,1,0.7825,0.68,0.7425,0.67,0.845,0.73,0.845,0.945,0.815,0.7275,0.9675,0.965,0.795,0.6875,0.87,0.755,0.76,0.84,0.8425,0.8225,0.9125,0.905,0.9075,0.63,0.7075,0.6625,0.8,0.785,0.83,0.905,0.805,0.9675,0.8225,0.925,0.7625
+22,0.8925,0.89,0.78,0.795,0.8575,0.915,0.965,0.84,0.89,0.8175,0.9725,0.9,0.845,0.9075,1,0.7825,0.6675,0.775,0.685,0.8825,0.755,0.8275,0.96,0.8,0.745,0.955,0.935,0.79,0.69,0.855,0.7825,0.7575,0.84,0.8525,0.865,0.9075,0.875,0.9275,0.615,0.7275,0.6825,0.805,0.8025,0.8625,0.9125,0.7875,0.97,0.815,0.91,0.77
+23,0.8325,0.7875,0.7925,0.835,0.8125,0.865,0.89,0.835,0.8525,0.7975,0.975,0.885,0.8325,0.8925,0.9225,0.7675,0.6175,0.7125,0.6475,0.8425,0.73,0.825,0.9275,0.7975,0.665,0.935,0.905,0.8075,0.685,0.8275,0.7725,0.71,0.785,0.8075,0.8425,0.9075,0.895,0.9325,0.6125,0.725,0.675,0.795,0.7675,0.7775,0.8725,0.7675,0.9325,0.8275,0.855,0.7275
+24,0.8925,0.865,0.775,0.7925,0.8475,0.915,0.965,0.8475,0.8675,0.815,0.975,0.915,0.8575,0.92,1,0.7875,0.6625,0.775,0.675,0.8825,0.7525,0.83,0.96,0.8025,0.745,0.955,0.9425,0.805,0.69,0.87,0.7875,0.765,0.84,0.845,0.87,0.9075,0.88,0.9325,0.63,0.7375,0.6775,0.805,0.8325,0.8625,0.9175,0.7975,0.97,0.8175,0.92,0.77
+25,0.87,0.8375,0.765,0.835,0.83,0.8825,0.94,0.855,0.885,0.815,0.975,0.8825,0.86,0.9175,0.97,0.78,0.66,0.7725,0.685,0.86,0.805,0.86,0.92,0.8125,0.715,0.95,0.965,0.8325,0.6975,0.855,0.7575,0.755,0.875,0.85,0.845,0.9075,0.88,0.9225,0.6225,0.735,0.6825,0.8175,0.815,0.84,0.895,0.775,0.965,0.825,0.9125,0.7625
+26,0.8725,0.88,0.805,0.7875,0.8725,0.8975,0.965,0.8475,0.8475,0.82,1,0.935,0.88,0.9075,0.975,0.7725,0.665,0.735,0.695,0.84,0.7475,0.8325,0.97,0.8125,0.71,0.97,0.965,0.82,0.7175,0.875,0.7475,0.78,0.83,0.845,0.8525,0.905,0.8725,0.905,0.63,0.755,0.64,0.785,0.8125,0.835,0.9175,0.8225,0.9625,0.84,0.9275,0.79
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_37.csv
new file mode 100644
index 0000000..2419705
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.768
+2,BCorrU,0.764
+3,BF_BCmean,0.8025
+4,BF_BCmedian,0.801
+5,BF_PF_BCmean,0.8175
+6,BF_PF_BCmedian,0.80325
+7,BF_PFmean,0.81975
+8,BF_PFmedian,0.81
+9,PCohF,0.852
+10,PF_BCmean,0.8145
+11,PF_BCmedian,0.81
+12,T_BCmean,0.8415
+13,T_BCmedian,0.8415
+14,T_BF_BCmean,0.84075
+15,T_BF_BCmedian,0.8075
+16,T_BF_PF_BCmean,0.8545
+17,T_BF_PF_BCmedian,0.837
+18,T_BF_PFmean,0.85275
+19,T_BF_PFmedian,0.8335
+20,T_BFmean,0.842
+21,T_BFmedian,0.84075
+22,T_PF_BCmean,0.85225
+23,T_PF_BCmedian,0.8405
+24,T_PFmean,0.8525
+25,T_PFmedian,0.8525
+26,Tigress,0.84375
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_73.csv
new file mode 100644
index 0000000..2419705
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.768
+2,BCorrU,0.764
+3,BF_BCmean,0.8025
+4,BF_BCmedian,0.801
+5,BF_PF_BCmean,0.8175
+6,BF_PF_BCmedian,0.80325
+7,BF_PFmean,0.81975
+8,BF_PFmedian,0.81
+9,PCohF,0.852
+10,PF_BCmean,0.8145
+11,PF_BCmedian,0.81
+12,T_BCmean,0.8415
+13,T_BCmedian,0.8415
+14,T_BF_BCmean,0.84075
+15,T_BF_BCmedian,0.8075
+16,T_BF_PF_BCmean,0.8545
+17,T_BF_PF_BCmedian,0.837
+18,T_BF_PFmean,0.85275
+19,T_BF_PFmedian,0.8335
+20,T_BFmean,0.842
+21,T_BFmedian,0.84075
+22,T_PF_BCmean,0.85225
+23,T_PF_BCmedian,0.8405
+24,T_PFmean,0.8525
+25,T_PFmedian,0.8525
+26,Tigress,0.84375
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_equal.csv
new file mode 100644
index 0000000..45f8ecc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.773333333333333
+2,BCorrU,0.766666666666666
+3,BF_BCmean,0.7775
+4,BF_BCmedian,0.775
+5,BF_PF_BCmean,0.8025
+6,BF_PF_BCmedian,0.77875
+7,BF_PFmean,0.80625
+8,BF_PFmedian,0.79
+9,PCohF,0.86
+10,PF_BCmean,0.8
+11,PF_BCmedian,0.79
+12,T_BCmean,0.84
+13,T_BCmedian,0.84125
+14,T_BF_BCmean,0.84
+15,T_BF_BCmedian,0.78625
+16,T_BF_PF_BCmean,0.84
+17,T_BF_PF_BCmedian,0.815
+18,T_BF_PFmean,0.8425
+19,T_BF_PFmedian,0.81
+20,T_BFmean,0.84
+21,T_BFmedian,0.84125
+22,T_PF_BCmean,0.8425
+23,T_PF_BCmedian,0.81875
+24,T_PFmean,0.84625
+25,T_PFmedian,0.8425
+26,Tigress,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..db0d3ed
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.76
+2,BCorrU,0.76
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.84
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.88
+13,T_BCmedian,0.88
+14,T_BF_BCmean,0.88
+15,T_BF_BCmedian,0.84
+16,T_BF_PF_BCmean,0.88
+17,T_BF_PF_BCmedian,0.86
+18,T_BF_PFmean,0.88
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.88
+21,T_BFmedian,0.86
+22,T_PF_BCmean,0.88
+23,T_PF_BCmedian,0.86
+24,T_PFmean,0.88
+25,T_PFmedian,0.88
+26,Tigress,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..9ca0890
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.786666666666667
+2,BCorrU,0.773333333333333
+3,BF_BCmean,0.72
+4,BF_BCmedian,0.7125
+5,BF_PF_BCmean,0.77
+6,BF_PF_BCmedian,0.7175
+7,BF_PFmean,0.775
+8,BF_PFmedian,0.74
+9,PCohF,0.866666666666667
+10,PF_BCmean,0.7725
+11,PF_BCmedian,0.74
+12,T_BCmean,0.84
+13,T_BCmedian,0.835
+14,T_BF_BCmean,0.8375
+15,T_BF_BCmedian,0.7325
+16,T_BF_PF_BCmean,0.8125
+17,T_BF_PF_BCmedian,0.7575
+18,T_BF_PFmean,0.8225
+19,T_BF_PFmedian,0.7725
+20,T_BFmean,0.84
+21,T_BFmedian,0.83
+22,T_PF_BCmean,0.82
+23,T_PF_BCmedian,0.775
+24,T_PFmean,0.83
+25,T_PFmedian,0.815
+26,Tigress,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_37.csv
new file mode 100644
index 0000000..6fc501e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,38.82
+2,BCorrU,37.888
+3,BF_BCmean,39.6475
+4,BF_BCmedian,39.555
+5,BF_PF_BCmean,40.458
+6,BF_PF_BCmedian,39.6165
+7,BF_PFmean,40.618
+8,BF_PFmedian,40.2715
+9,PCohF,42.596
+10,PF_BCmean,40.516
+11,PF_BCmedian,40.2165
+12,T_BCmean,42.5155
+13,T_BCmedian,42.409
+14,T_BF_BCmean,42.559
+15,T_BF_BCmedian,40.2315
+16,T_BF_PF_BCmean,42.6355
+17,T_BF_PF_BCmedian,41.391
+18,T_BF_PFmean,42.6545
+19,T_BF_PFmedian,41.438
+20,T_BFmean,42.548
+21,T_BFmedian,42.466
+22,T_PF_BCmean,42.704
+23,T_PF_BCmedian,41.5085
+24,T_PFmean,42.722
+25,T_PFmedian,42.558
+26,Tigress,42.533
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_73.csv
new file mode 100644
index 0000000..6fc501e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,38.82
+2,BCorrU,37.888
+3,BF_BCmean,39.6475
+4,BF_BCmedian,39.555
+5,BF_PF_BCmean,40.458
+6,BF_PF_BCmedian,39.6165
+7,BF_PFmean,40.618
+8,BF_PFmedian,40.2715
+9,PCohF,42.596
+10,PF_BCmean,40.516
+11,PF_BCmedian,40.2165
+12,T_BCmean,42.5155
+13,T_BCmedian,42.409
+14,T_BF_BCmean,42.559
+15,T_BF_BCmedian,40.2315
+16,T_BF_PF_BCmean,42.6355
+17,T_BF_PF_BCmedian,41.391
+18,T_BF_PFmean,42.6545
+19,T_BF_PFmedian,41.438
+20,T_BFmean,42.548
+21,T_BFmedian,42.466
+22,T_PF_BCmean,42.704
+23,T_PF_BCmedian,41.5085
+24,T_PFmean,42.722
+25,T_PFmedian,42.558
+26,Tigress,42.533
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..9a0d298
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,38.78
+2,BCorrU,37.8666666666667
+3,BF_BCmean,38.3725
+4,BF_BCmedian,38.245
+5,BF_PF_BCmean,39.59
+6,BF_PF_BCmedian,38.3475
+7,BF_PFmean,39.83
+8,BF_PFmedian,39.2525
+9,PCohF,42.5666666666667
+10,PF_BCmean,39.74
+11,PF_BCmedian,39.1875
+12,T_BCmean,41.7125
+13,T_BCmedian,41.615
+14,T_BF_BCmean,41.705
+15,T_BF_BCmedian,38.9725
+16,T_BF_PF_BCmean,41.7525
+17,T_BF_PF_BCmedian,40.345
+18,T_BF_PFmean,41.8375
+19,T_BF_PFmedian,40.45
+20,T_BFmean,41.82
+21,T_BFmedian,41.71
+22,T_PF_BCmean,41.84
+23,T_PF_BCmedian,40.4875
+24,T_PFmean,41.95
+25,T_PFmedian,41.73
+26,Tigress,41.875
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..6cdf36a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,38.88
+2,BCorrU,37.92
+3,BF_BCmean,41.56
+4,BF_BCmedian,41.52
+5,BF_PF_BCmean,41.76
+6,BF_PF_BCmedian,41.52
+7,BF_PFmean,41.8
+8,BF_PFmedian,41.8
+9,PCohF,42.64
+10,PF_BCmean,41.68
+11,PF_BCmedian,41.76
+12,T_BCmean,43.72
+13,T_BCmedian,43.6
+14,T_BF_BCmean,43.84
+15,T_BF_BCmedian,42.12
+16,T_BF_PF_BCmean,43.96
+17,T_BF_PF_BCmedian,42.96
+18,T_BF_PFmean,43.88
+19,T_BF_PFmedian,42.92
+20,T_BFmean,43.64
+21,T_BFmedian,43.6
+22,T_PF_BCmean,44
+23,T_PF_BCmedian,43.04
+24,T_PFmean,43.88
+25,T_PFmedian,43.8
+26,Tigress,43.52
diff --git a/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..f8c7adf
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim24/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,38.68
+2,BCorrU,37.8133333333333
+3,BF_BCmean,35.185
+4,BF_BCmedian,34.97
+5,BF_PF_BCmean,37.42
+6,BF_PF_BCmedian,35.175
+7,BF_PFmean,37.86
+8,BF_PFmedian,36.705
+9,PCohF,42.4933333333333
+10,PF_BCmean,37.8
+11,PF_BCmedian,36.615
+12,T_BCmean,39.705
+13,T_BCmedian,39.63
+14,T_BF_BCmean,39.57
+15,T_BF_BCmedian,35.825
+16,T_BF_PF_BCmean,39.545
+17,T_BF_PF_BCmedian,37.73
+18,T_BF_PFmean,39.795
+19,T_BF_PFmedian,37.98
+20,T_BFmean,40
+21,T_BFmedian,39.82
+22,T_PF_BCmean,39.68
+23,T_PF_BCmedian,37.935
+24,T_PFmean,40.02
+25,T_PFmedian,39.66
+26,Tigress,40.23
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..cb20a22
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim25Sub001,sim25Sub002,sim25Sub003,sim25Sub004,sim25Sub005,sim25Sub006,sim25Sub007,sim25Sub008,sim25Sub009,sim25Sub010,sim25Sub011,sim25Sub012,sim25Sub013,sim25Sub014,sim25Sub015,sim25Sub016,sim25Sub017,sim25Sub018,sim25Sub019,sim25Sub020,sim25Sub021,sim25Sub022,sim25Sub023,sim25Sub024,sim25Sub025,sim25Sub026,sim25Sub027,sim25Sub028,sim25Sub029,sim25Sub030,sim25Sub031,sim25Sub032,sim25Sub033,sim25Sub034,sim25Sub035,sim25Sub036,sim25Sub037,sim25Sub038,sim25Sub039,sim25Sub040,sim25Sub041,sim25Sub042,sim25Sub043,sim25Sub044,sim25Sub045,sim25Sub046,sim25Sub047,sim25Sub048,sim25Sub049,sim25Sub050
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+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
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+7,BF_PFmean,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
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+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+12,T_BCmean,0.88,0.96,0.92,0.88,0.92,0.96,0.92,0.96,0.84,1,0.96,0.84,0.84,0.92,0.96,0.84,0.92,0.92,1,0.88,0.84,0.96,0.92,0.92,0.88,0.92,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,0.92,0.88,0.88,0.88,0.88
+13,T_BCmedian,0.88,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.88,1,0.96,0.8,0.88,0.92,0.96,0.84,0.88,0.92,0.96,0.88,0.84,0.92,0.88,0.88,0.88,0.92,1,0.92,0.96,1,0.92,0.96,1,0.92,1,0.88,0.92,0.92,0.92,0.96,0.96,0.92,0.88,0.92,0.92,0.92,0.88,0.88,0.88,0.88
+14,T_BF_BCmean,0.88,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.88,1,0.92,0.84,0.84,0.88,0.96,0.84,0.92,0.92,1,0.88,0.84,0.96,0.92,0.96,0.88,0.96,0.96,0.96,0.96,1,0.96,0.96,1,0.92,0.96,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,0.92,0.88,0.88,0.88,0.88
+15,T_BF_BCmedian,0.84,0.92,0.88,0.92,0.88,0.96,0.88,0.96,0.84,1,0.92,0.84,0.88,0.88,0.96,0.84,0.88,0.88,0.92,0.84,0.88,0.92,0.84,0.84,0.88,0.92,0.96,0.92,0.88,1,0.88,0.92,1,0.92,0.88,0.84,0.88,0.88,0.84,0.88,0.92,0.92,0.88,0.88,0.96,0.88,0.84,0.84,0.96,0.88
+16,T_BF_PF_BCmean,0.84,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.88,0.96,0.92,0.84,0.84,0.88,0.96,0.84,0.92,0.92,1,0.88,0.84,0.92,0.92,0.96,0.88,0.92,1,0.92,0.92,1,0.96,0.96,1,0.92,0.96,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,0.92,0.88,0.92,0.88,0.88
+17,T_BF_PF_BCmedian,0.84,0.88,0.84,0.88,0.84,0.92,0.88,0.92,0.84,0.96,0.92,0.88,0.92,0.92,0.92,0.84,0.84,0.84,0.88,0.84,0.84,0.92,0.84,0.84,0.88,0.92,0.92,0.88,0.84,1,0.88,0.88,0.96,0.92,0.88,0.84,0.88,0.88,0.84,0.84,0.88,0.84,0.92,0.88,0.88,0.84,0.84,0.84,0.92,0.88
+18,T_BF_PFmean,0.84,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.88,1,0.92,0.88,0.84,0.88,0.96,0.84,0.92,0.92,1,0.88,0.84,0.96,0.92,0.92,0.88,0.96,0.96,0.96,0.96,1,0.92,0.96,1,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,1,0.88,0.96,0.92,0.92,0.88,0.88,0.88,0.88
+19,T_BF_PFmedian,0.8,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.88,0.84,0.84,0.84,0.88,0.8,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+20,T_BFmean,0.88,0.96,0.92,0.88,0.92,0.96,0.92,0.96,0.88,1,0.96,0.84,0.84,0.88,0.96,0.84,0.88,0.92,1,0.88,0.84,0.96,0.92,0.92,0.88,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.96,0.92,0.92,0.88,0.88,0.88,0.88
+21,T_BFmedian,0.84,0.96,0.92,0.88,0.92,0.96,0.92,0.96,0.92,1,0.96,0.84,0.84,0.88,0.96,0.88,0.92,0.92,0.96,0.88,0.8,0.96,0.92,0.88,0.88,0.96,0.96,0.96,0.96,0.96,0.92,0.96,1,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.96,0.96,0.92,0.92,0.88,0.88,0.84
+22,T_PF_BCmean,0.84,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.88,1,0.92,0.84,0.84,0.92,0.96,0.84,0.92,0.92,1,0.88,0.84,0.96,0.92,0.96,0.88,0.96,0.96,0.96,0.96,1,0.92,0.96,1,0.92,0.96,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,0.92,0.88,0.88,0.88,0.88
+23,T_PF_BCmedian,0.84,0.92,0.88,0.92,0.88,0.96,0.88,0.96,0.84,1,0.92,0.84,0.88,0.88,0.96,0.84,0.88,0.88,0.92,0.88,0.88,0.92,0.84,0.84,0.88,0.92,0.96,0.92,0.88,1,0.88,0.92,1,0.92,0.88,0.88,0.88,0.88,0.84,0.88,0.92,0.92,0.88,0.88,0.96,0.88,0.84,0.84,0.96,0.88
+24,T_PFmean,0.88,0.96,0.92,0.88,0.92,0.96,0.92,0.92,0.88,1,0.96,0.84,0.84,0.88,0.96,0.88,0.88,0.92,1,0.88,0.84,0.96,0.92,0.92,0.88,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.96,0.96,0.92,0.92,0.88,0.88,0.88
+25,T_PFmedian,0.84,0.96,0.92,0.88,0.92,0.96,0.92,0.92,0.92,1,0.96,0.84,0.84,0.92,0.96,0.88,0.92,0.92,0.96,0.84,0.8,0.96,0.88,0.88,0.88,0.96,0.96,0.96,0.96,0.96,0.92,0.96,1,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,0.92,0.88,0.96,0.96,0.92,0.92,0.88,0.88,0.84
+26,Tigress,0.88,0.96,0.92,0.88,0.92,0.92,0.92,0.92,0.88,1,0.96,0.84,0.88,0.92,0.96,0.84,0.88,0.88,0.96,0.84,0.8,0.96,0.88,0.92,0.88,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.92,1,0.88,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.96,0.96,0.92,0.88,0.88,0.88,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..347bd9f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim25Sub001,sim25Sub002,sim25Sub003,sim25Sub004,sim25Sub005,sim25Sub006,sim25Sub007,sim25Sub008,sim25Sub009,sim25Sub010,sim25Sub011,sim25Sub012,sim25Sub013,sim25Sub014,sim25Sub015,sim25Sub016,sim25Sub017,sim25Sub018,sim25Sub019,sim25Sub020,sim25Sub021,sim25Sub022,sim25Sub023,sim25Sub024,sim25Sub025,sim25Sub026,sim25Sub027,sim25Sub028,sim25Sub029,sim25Sub030,sim25Sub031,sim25Sub032,sim25Sub033,sim25Sub034,sim25Sub035,sim25Sub036,sim25Sub037,sim25Sub038,sim25Sub039,sim25Sub040,sim25Sub041,sim25Sub042,sim25Sub043,sim25Sub044,sim25Sub045,sim25Sub046,sim25Sub047,sim25Sub048,sim25Sub049,sim25Sub050
+1,BCohF,0.786666666666667,0.92,0.813333333333333,0.813333333333333,0.92,0.893333333333333,0.866666666666667,0.893333333333333,0.84,0.92,0.946666666666667,0.786666666666667,0.893333333333333,0.72,0.92,0.786666666666667,0.88,0.84,0.96,0.813333333333333,0.76,0.866666666666667,0.866666666666667,0.866666666666667,0.786666666666667,0.946666666666667,0.973333333333333,0.92,0.84,0.92,0.853333333333333,0.906666666666667,0.946666666666667,0.946666666666667,0.76,0.84,0.893333333333333,0.973333333333333,0.76,0.866666666666667,0.893333333333333,0.92,0.733333333333333,0.946666666666667,0.813333333333333,0.76,0.893333333333333,0.88,0.853333333333333,0.84
+2,BCorrU,0.826666666666667,1,0.76,0.84,0.76,1,0.84,0.906666666666667,0.76,0.893333333333333,0.973333333333333,0.6,0.88,0.746666666666667,0.866666666666667,0.68,0.866666666666667,0.84,0.946666666666667,0.706666666666667,0.84,0.893333333333333,0.746666666666667,0.88,0.733333333333333,0.8,1,0.973333333333333,0.893333333333333,0.826666666666667,0.893333333333333,0.92,1,0.973333333333333,0.853333333333333,0.666666666666667,0.866666666666667,0.893333333333333,0.813333333333333,0.866666666666667,0.733333333333333,0.92,0.826666666666667,0.8,0.813333333333333,0.706666666666667,0.84,0.706666666666667,0.706666666666667,0.76
+3,BF_BCmean,0.75,0.86,0.71,0.76,0.745,0.88,0.78,0.82,0.725,0.82,0.84,0.62,0.8,0.65,0.78,0.68,0.785,0.78,0.88,0.71,0.73,0.8,0.73,0.82,0.72,0.79,0.86,0.835,0.8,0.76,0.79,0.84,0.88,0.86,0.715,0.74,0.75,0.84,0.71,0.78,0.72,0.88,0.73,0.78,0.74,0.7,0.82,0.69,0.7,0.72
+4,BF_BCmedian,0.675,0.805,0.69,0.78,0.725,0.78,0.74,0.78,0.635,0.82,0.78,0.6,0.8,0.725,0.84,0.67,0.75,0.7,0.74,0.68,0.685,0.8,0.58,0.615,0.68,0.8,0.81,0.76,0.74,0.775,0.76,0.78,0.88,0.8,0.72,0.74,0.75,0.695,0.62,0.64,0.74,0.63,0.76,0.74,0.78,0.555,0.77,0.69,0.78,0.76
+5,BF_PF_BCmean,0.75,0.84,0.72,0.73,0.765,0.86,0.81,0.84,0.735,0.82,0.84,0.66,0.82,0.64,0.78,0.7,0.8,0.78,0.88,0.72,0.73,0.81,0.77,0.81,0.72,0.8,0.86,0.82,0.79,0.8,0.8,0.84,0.88,0.84,0.715,0.74,0.76,0.86,0.7,0.78,0.76,0.85,0.7,0.82,0.74,0.72,0.82,0.76,0.72,0.72
+6,BF_PF_BCmedian,0.595,0.75,0.7,0.76,0.78,0.77,0.74,0.82,0.805,0.775,0.79,0.69,0.79,0.655,0.88,0.75,0.76,0.72,0.74,0.64,0.675,0.78,0.595,0.64,0.715,0.83,0.78,0.82,0.75,0.8,0.675,0.78,0.86,0.76,0.65,0.78,0.72,0.8,0.555,0.66,0.72,0.68,0.75,0.78,0.82,0.655,0.78,0.74,0.8,0.82
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diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_37.csv
new file mode 100644
index 0000000..2cfa2dc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_73.csv
new file mode 100644
index 0000000..2cfa2dc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_equal.csv
new file mode 100644
index 0000000..791594e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_37.csv
new file mode 100644
index 0000000..0e4938f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.852
+2,BCorrU,0.84
+3,BF_BCmean,0.822
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.822
+6,BF_PF_BCmedian,0.813
+7,BF_PFmean,0.8235
+8,BF_PFmedian,0.816
+9,PCohF,0.862
+10,PF_BCmean,0.822
+11,PF_BCmedian,0.81
+12,T_BCmean,0.92675
+13,T_BCmedian,0.92375
+14,T_BF_BCmean,0.92375
+15,T_BF_BCmedian,0.888
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.877
+18,T_BF_PFmean,0.92225
+19,T_BF_PFmedian,0.82425
+20,T_BFmean,0.92
+21,T_BFmedian,0.923
+22,T_PF_BCmean,0.923
+23,T_PF_BCmedian,0.8895
+24,T_PFmean,0.92
+25,T_PFmedian,0.923
+26,Tigress,0.92375
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_73.csv
new file mode 100644
index 0000000..0e4938f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.852
+2,BCorrU,0.84
+3,BF_BCmean,0.822
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.822
+6,BF_PF_BCmedian,0.813
+7,BF_PFmean,0.8235
+8,BF_PFmedian,0.816
+9,PCohF,0.862
+10,PF_BCmean,0.822
+11,PF_BCmedian,0.81
+12,T_BCmean,0.92675
+13,T_BCmedian,0.92375
+14,T_BF_BCmean,0.92375
+15,T_BF_BCmedian,0.888
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.877
+18,T_BF_PFmean,0.92225
+19,T_BF_PFmedian,0.82425
+20,T_BFmean,0.92
+21,T_BFmedian,0.923
+22,T_PF_BCmean,0.923
+23,T_PF_BCmedian,0.8895
+24,T_PFmean,0.92
+25,T_PFmedian,0.923
+26,Tigress,0.92375
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_equal.csv
new file mode 100644
index 0000000..256e7ec
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.86
+2,BCorrU,0.84
+3,BF_BCmean,0.81
+4,BF_BCmedian,0.79
+5,BF_PF_BCmean,0.81
+6,BF_PF_BCmedian,0.795
+7,BF_PFmean,0.8125
+8,BF_PFmedian,0.8
+9,PCohF,0.876666666666667
+10,PF_BCmean,0.81
+11,PF_BCmedian,0.79
+12,T_BCmean,0.93125
+13,T_BCmedian,0.925
+14,T_BF_BCmean,0.92625
+15,T_BF_BCmedian,0.89125
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.8725
+18,T_BF_PFmean,0.92375
+19,T_BF_PFmedian,0.81375
+20,T_BFmean,0.92
+21,T_BFmedian,0.925
+22,T_PF_BCmean,0.925
+23,T_PF_BCmedian,0.895
+24,T_PFmean,0.92
+25,T_PFmedian,0.925
+26,Tigress,0.92625
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..5c98bfd
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.84
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.92
+13,T_BCmedian,0.92
+14,T_BF_BCmean,0.92
+15,T_BF_BCmedian,0.88
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.92
+21,T_BFmedian,0.92
+22,T_PF_BCmean,0.92
+23,T_PF_BCmedian,0.88
+24,T_PFmean,0.92
+25,T_PFmedian,0.92
+26,Tigress,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..2a73a1f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.866666666666667
+2,BCorrU,0.84
+3,BF_BCmean,0.78
+4,BF_BCmedian,0.74
+5,BF_PF_BCmean,0.78
+6,BF_PF_BCmedian,0.755
+7,BF_PFmean,0.795
+8,BF_PFmedian,0.76
+9,PCohF,0.893333333333333
+10,PF_BCmean,0.78
+11,PF_BCmedian,0.75
+12,T_BCmean,0.9375
+13,T_BCmedian,0.9225
+14,T_BF_BCmean,0.93
+15,T_BF_BCmedian,0.9025
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.8825
+18,T_BF_PFmean,0.9325
+19,T_BF_PFmedian,0.7875
+20,T_BFmean,0.9275
+21,T_BFmedian,0.93
+22,T_PF_BCmean,0.93
+23,T_PF_BCmedian,0.9075
+24,T_PFmean,0.93
+25,T_PFmedian,0.93
+26,Tigress,0.9325
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_37.csv
new file mode 100644
index 0000000..53f6f1f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.652
+2,BCorrU,41.896
+3,BF_BCmean,40.9255
+4,BF_BCmedian,40.113
+5,BF_PF_BCmean,41.0215
+6,BF_PF_BCmedian,40.272
+7,BF_PFmean,40.9815
+8,BF_PFmedian,40.317
+9,PCohF,43.328
+10,PF_BCmean,40.9315
+11,PF_BCmedian,40.172
+12,T_BCmean,46.0315
+13,T_BCmedian,45.8035
+14,T_BF_BCmean,45.9625
+15,T_BF_BCmedian,44.7665
+16,T_BF_PF_BCmean,45.7305
+17,T_BF_PF_BCmedian,43.841
+18,T_BF_PFmean,46.04
+19,T_BF_PFmedian,41.1265
+20,T_BFmean,46.0545
+21,T_BFmedian,46.03
+22,T_PF_BCmean,45.942
+23,T_PF_BCmedian,44.881
+24,T_PFmean,46.112
+25,T_PFmedian,45.9865
+26,Tigress,45.9375
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_73.csv
new file mode 100644
index 0000000..53f6f1f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.652
+2,BCorrU,41.896
+3,BF_BCmean,40.9255
+4,BF_BCmedian,40.113
+5,BF_PF_BCmean,41.0215
+6,BF_PF_BCmedian,40.272
+7,BF_PFmean,40.9815
+8,BF_PFmedian,40.317
+9,PCohF,43.328
+10,PF_BCmean,40.9315
+11,PF_BCmedian,40.172
+12,T_BCmean,46.0315
+13,T_BCmedian,45.8035
+14,T_BF_BCmean,45.9625
+15,T_BF_BCmedian,44.7665
+16,T_BF_PF_BCmean,45.7305
+17,T_BF_PF_BCmedian,43.841
+18,T_BF_PFmean,46.04
+19,T_BF_PFmedian,41.1265
+20,T_BFmean,46.0545
+21,T_BFmedian,46.03
+22,T_PF_BCmean,45.942
+23,T_PF_BCmedian,44.881
+24,T_PFmean,46.112
+25,T_PFmedian,45.9865
+26,Tigress,45.9375
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..08d2973
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.82
+2,BCorrU,41.88
+3,BF_BCmean,40.2625
+4,BF_BCmedian,39.095
+5,BF_PF_BCmean,40.4225
+6,BF_PF_BCmedian,39.36
+7,BF_PFmean,40.4625
+8,BF_PFmedian,39.435
+9,PCohF,43.52
+10,PF_BCmean,40.2725
+11,PF_BCmedian,39.22
+12,T_BCmean,45.9725
+13,T_BCmedian,45.7525
+14,T_BF_BCmean,45.8575
+15,T_BF_BCmedian,44.7175
+16,T_BF_PF_BCmean,45.5775
+17,T_BF_PF_BCmedian,43.735
+18,T_BF_PFmean,45.96
+19,T_BF_PFmedian,40.5175
+20,T_BFmean,46.0375
+21,T_BFmedian,45.97
+22,T_PF_BCmean,45.85
+23,T_PF_BCmedian,44.855
+24,T_PFmean,46.08
+25,T_PFmedian,45.9775
+26,Tigress,46.0025
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..2235f07
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,42.4
+2,BCorrU,41.92
+3,BF_BCmean,41.92
+4,BF_BCmedian,41.64
+5,BF_PF_BCmean,41.92
+6,BF_PF_BCmedian,41.64
+7,BF_PFmean,41.76
+8,BF_PFmedian,41.64
+9,PCohF,43.04
+10,PF_BCmean,41.92
+11,PF_BCmedian,41.6
+12,T_BCmean,46.12
+13,T_BCmedian,45.88
+14,T_BF_BCmean,46.12
+15,T_BF_BCmedian,44.84
+16,T_BF_PF_BCmean,45.96
+17,T_BF_PF_BCmedian,44
+18,T_BF_PFmean,46.16
+19,T_BF_PFmedian,42.04
+20,T_BFmean,46.08
+21,T_BFmedian,46.12
+22,T_PF_BCmean,46.08
+23,T_PF_BCmedian,44.92
+24,T_PFmean,46.16
+25,T_PFmedian,46
+26,Tigress,45.84
diff --git a/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..0bbb762
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim25/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.24
+2,BCorrU,41.84
+3,BF_BCmean,38.605
+4,BF_BCmedian,36.55
+5,BF_PF_BCmean,38.925
+6,BF_PF_BCmedian,37.08
+7,BF_PFmean,39.165
+8,BF_PFmedian,37.23
+9,PCohF,44
+10,PF_BCmean,38.625
+11,PF_BCmedian,36.84
+12,T_BCmean,45.825
+13,T_BCmedian,45.625
+14,T_BF_BCmean,45.595
+15,T_BF_BCmedian,44.595
+16,T_BF_PF_BCmean,45.195
+17,T_BF_PF_BCmedian,43.47
+18,T_BF_PFmean,45.76
+19,T_BF_PFmedian,38.995
+20,T_BFmean,45.995
+21,T_BFmedian,45.82
+22,T_PF_BCmean,45.62
+23,T_PF_BCmedian,44.79
+24,T_PFmean,46
+25,T_PFmedian,45.955
+26,Tigress,46.165
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..8a9a3c2
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim26Sub001,sim26Sub002,sim26Sub003,sim26Sub004,sim26Sub005,sim26Sub006,sim26Sub007,sim26Sub008,sim26Sub009,sim26Sub010,sim26Sub011,sim26Sub012,sim26Sub013,sim26Sub014,sim26Sub015,sim26Sub016,sim26Sub017,sim26Sub018,sim26Sub019,sim26Sub020,sim26Sub021,sim26Sub022,sim26Sub023,sim26Sub024,sim26Sub025,sim26Sub026,sim26Sub027,sim26Sub028,sim26Sub029,sim26Sub030,sim26Sub031,sim26Sub032,sim26Sub033,sim26Sub034,sim26Sub035,sim26Sub036,sim26Sub037,sim26Sub038,sim26Sub039,sim26Sub040,sim26Sub041,sim26Sub042,sim26Sub043,sim26Sub044,sim26Sub045,sim26Sub046,sim26Sub047,sim26Sub048,sim26Sub049,sim26Sub050
+1,BCohF,0.68,0.92,0.84,0.76,0.84,0.84,0.92,1,0.84,0.84,0.84,0.92,0.84,0.76,0.76,0.92,0.76,0.76,0.76,0.76,0.68,0.92,0.84,0.84,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.76,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.76,0.68,0.76,0.84,0.84,0.84,0.92,0.84,0.84,0.76,0.92
+2,BCorrU,0.68,0.84,0.84,0.76,0.76,0.76,0.92,0.92,0.84,0.76,0.84,0.76,0.92,0.84,0.76,0.76,0.92,0.84,0.68,0.76,0.6,0.84,0.76,0.76,0.68,0.84,0.76,0.92,0.92,0.84,0.76,0.68,0.92,0.68,0.84,0.92,0.84,0.84,0.76,0.76,0.76,0.84,0.84,0.84,1,0.76,0.92,0.76,0.76,0.76
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84
+9,PCohF,0.76,0.92,0.84,0.76,0.84,0.84,0.92,1,0.84,0.84,0.84,0.92,0.84,0.76,0.76,0.92,0.76,0.76,0.68,0.84,0.76,0.92,0.92,0.92,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.84,0.84,0.84,0.76,0.84,0.84,0.84,0.84,0.76,0.76,1,0.84,0.84,0.84,0.92,0.84,0.84,0.76,0.92
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,0.84,0.92,0.92,0.88,0.88,0.96,0.92,1,0.92,0.92,0.92,0.88,0.92,0.88,0.88,0.84,0.88,0.88,0.84,0.92,0.8,0.88,0.92,0.88,0.84,0.96,0.88,0.92,0.92,0.92,0.88,0.88,0.92,0.88,0.88,0.88,0.88,0.92,0.96,0.96,0.8,1,0.92,0.84,1,0.96,0.96,0.92,0.92,0.88
+13,T_BCmedian,0.84,0.92,0.92,0.88,0.88,0.96,0.92,1,0.92,0.92,0.92,0.88,0.92,0.88,0.88,0.84,0.88,0.88,0.84,0.92,0.8,0.88,0.92,0.88,0.84,0.96,0.88,0.92,0.92,0.92,0.88,0.88,0.92,0.88,0.88,0.88,0.88,0.92,0.96,0.96,0.8,1,0.92,0.84,1,0.96,0.96,0.92,0.92,0.88
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diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..baa3aff
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim26Sub001,sim26Sub002,sim26Sub003,sim26Sub004,sim26Sub005,sim26Sub006,sim26Sub007,sim26Sub008,sim26Sub009,sim26Sub010,sim26Sub011,sim26Sub012,sim26Sub013,sim26Sub014,sim26Sub015,sim26Sub016,sim26Sub017,sim26Sub018,sim26Sub019,sim26Sub020,sim26Sub021,sim26Sub022,sim26Sub023,sim26Sub024,sim26Sub025,sim26Sub026,sim26Sub027,sim26Sub028,sim26Sub029,sim26Sub030,sim26Sub031,sim26Sub032,sim26Sub033,sim26Sub034,sim26Sub035,sim26Sub036,sim26Sub037,sim26Sub038,sim26Sub039,sim26Sub040,sim26Sub041,sim26Sub042,sim26Sub043,sim26Sub044,sim26Sub045,sim26Sub046,sim26Sub047,sim26Sub048,sim26Sub049,sim26Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_37.csv
new file mode 100644
index 0000000..9187ad9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_73.csv
new file mode 100644
index 0000000..9187ad9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_equal.csv
new file mode 100644
index 0000000..5aab807
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+7,0.76,0.82,0.765,0.7925,0.82,0.81,0.85,0.86,0.81,0.82,0.82,0.81,0.7575,0.76,0.775,0.82,0.785,0.775,0.735,0.79,0.7075,0.82,0.835,0.8225,0.8,0.82,0.765,0.815,0.775,0.815,0.81,0.78,0.81,0.7775,0.7575,0.825,0.8,0.79,0.815,0.78,0.7075,0.84,0.82,0.82,0.7725,0.84,0.82,0.7975,0.785,0.845
+8,0.76,0.82,0.765,0.7925,0.82,0.81,0.85,0.86,0.81,0.82,0.82,0.81,0.7575,0.76,0.775,0.82,0.785,0.775,0.735,0.79,0.7075,0.82,0.835,0.8225,0.8,0.82,0.765,0.815,0.775,0.815,0.81,0.78,0.81,0.7775,0.7575,0.825,0.8,0.79,0.815,0.78,0.7075,0.84,0.82,0.82,0.7725,0.84,0.82,0.7975,0.785,0.845
+9,0.746666666666666,0.92,0.786666666666666,0.786666666666667,0.866666666666666,0.86,0.946666666666667,1,0.853333333333333,0.86,0.86,0.9,0.82,0.746666666666666,0.766666666666666,0.906666666666667,0.793333333333333,0.746666666666666,0.666666666666667,0.84,0.733333333333334,0.906666666666667,0.933333333333334,0.933333333333334,0.84,0.853333333333333,0.8,0.86,0.753333333333334,0.853333333333333,0.853333333333333,0.813333333333333,0.84,0.84,0.746666666666666,0.88,0.833333333333333,0.826666666666666,0.853333333333333,0.78,0.72,1,0.88,0.853333333333333,0.826666666666666,0.946666666666667,0.88,0.88,0.76,0.94
+10,0.745,0.81,0.76,0.79,0.815,0.79,0.82,0.86,0.805,0.7525,0.83,0.78,0.79,0.765,0.785,0.8,0.805,0.78,0.71,0.795,0.6875,0.82,0.78,0.7525,0.81,0.81,0.75,0.84,0.83,0.815,0.78,0.77,0.83,0.77,0.78,0.83,0.815,0.825,0.81,0.79,0.7175,0.825,0.79,0.83,0.84,0.79,0.84,0.795,0.77,0.81
+11,0.745,0.81,0.76,0.79,0.815,0.79,0.82,0.86,0.805,0.775,0.83,0.78,0.79,0.765,0.785,0.8,0.805,0.78,0.71,0.795,0.6875,0.82,0.78,0.7525,0.81,0.81,0.75,0.84,0.83,0.815,0.78,0.77,0.83,0.77,0.78,0.83,0.815,0.825,0.81,0.79,0.7175,0.825,0.79,0.83,0.84,0.79,0.84,0.795,0.77,0.81
+12,0.785,0.91,0.845,0.8775,0.8525,0.97,0.885,1,0.905,0.9375,0.915,0.8225,0.895,0.885,0.87,0.84,0.85,0.8525,0.83,0.8525,0.765,0.9,0.905,0.8675,0.825,0.965,0.8875,0.9,0.9225,0.9225,0.865,0.865,0.895,0.8725,0.8925,0.85,0.86,0.935,0.965,0.9675,0.73,1,0.87,0.865,1,0.96,0.97,0.93,0.94,0.9125
+13,0.785,0.91,0.845,0.8775,0.8525,0.97,0.885,1,0.905,0.9375,0.915,0.8225,0.895,0.885,0.87,0.84,0.85,0.8525,0.83,0.8525,0.765,0.9,0.905,0.8675,0.825,0.965,0.8875,0.9,0.9225,0.9225,0.865,0.865,0.895,0.8725,0.8925,0.85,0.86,0.935,0.965,0.9675,0.73,1,0.87,0.865,1,0.96,0.97,0.93,0.94,0.9125
+14,0.78,0.87,0.82,0.8575,0.8575,0.925,0.895,1,0.89,0.93,0.915,0.7975,0.9275,0.86,0.8625,0.85,0.8275,0.8525,0.8,0.8475,0.7975,0.905,0.8925,0.87,0.9,0.9575,0.845,0.9025,0.885,0.925,0.88,0.8125,0.895,0.86,0.885,0.895,0.8625,0.93,0.955,0.9275,0.7375,0.9675,0.875,0.86,0.955,0.94,0.9125,0.8975,0.95,0.895
+15,0.765,0.95,0.8525,0.86,0.8675,0.925,0.8925,1,0.9075,0.91,0.8925,0.8525,0.8875,0.8425,0.8425,0.88,0.855,0.895,0.78,0.7975,0.7975,0.9325,0.875,0.85,0.83,0.89,0.865,0.9075,0.905,0.91,0.865,0.7875,0.8675,0.835,0.89,0.8675,0.86,0.935,0.9325,0.935,0.75,0.9725,0.895,0.8975,1,0.8375,0.9,0.9025,0.9,0.8525
+16,0.78,0.8675,0.795,0.8525,0.855,0.89,0.895,1,0.8925,0.9075,0.9,0.8175,0.86,0.85,0.855,0.8825,0.8225,0.8025,0.78,0.85,0.7875,0.895,0.87,0.87,0.89,0.95,0.8475,0.8975,0.8825,0.915,0.875,0.82,0.9,0.8475,0.87,0.8875,0.86,0.905,0.945,0.8875,0.73,0.94,0.8725,0.875,0.925,0.965,0.9025,0.8975,0.915,0.88
+17,0.775,0.92,0.8225,0.8475,0.8625,0.88,0.91,0.97,0.8775,0.8725,0.8875,0.855,0.8625,0.81,0.8425,0.8375,0.815,0.86,0.77,0.81,0.765,0.9,0.85,0.8625,0.8625,0.925,0.8325,0.865,0.8525,0.8975,0.8725,0.83,0.865,0.86,0.8575,0.865,0.8475,0.9075,0.88,0.885,0.7475,0.94,0.885,0.8725,0.93,0.89,0.88,0.885,0.8775,0.8275
+18,0.7725,0.905,0.845,0.8675,0.8625,0.935,0.915,1,0.9025,0.94,0.905,0.8525,0.9125,0.855,0.865,0.88,0.8125,0.825,0.81,0.8575,0.7675,0.905,0.9125,0.8875,0.88,1,0.8675,0.89,0.875,0.915,0.8825,0.8375,0.89,0.87,0.855,0.87,0.8725,0.905,0.965,0.9175,0.735,0.975,0.885,0.885,0.955,0.97,0.905,0.93,0.95,0.9
+19,0.755,0.8575,0.78,0.82,0.855,0.82,0.885,0.8675,0.815,0.82,0.84,0.82,0.7825,0.77,0.79,0.83,0.79,0.7825,0.7475,0.8,0.7175,0.8225,0.84,0.8475,0.8025,0.8175,0.785,0.8175,0.79,0.8225,0.84,0.7675,0.83,0.7825,0.775,0.8475,0.7925,0.815,0.825,0.7875,0.745,0.8425,0.83,0.815,0.805,0.8475,0.8275,0.835,0.82,0.83
+20,0.775,0.9175,0.86,0.88,0.87,0.97,0.92,1,0.91,0.97,0.91,0.8425,0.875,0.8625,0.865,0.875,0.81,0.83,0.82,0.86,0.7625,0.895,0.9175,0.8825,0.855,1,0.8825,0.8975,0.895,0.925,0.8925,0.845,0.8975,0.88,0.8575,0.875,0.9,0.93,0.965,0.95,0.7425,1,0.8625,0.8675,0.965,0.9775,0.92,0.9,0.9625,0.935
+21,0.775,0.9175,0.86,0.88,0.87,0.97,0.92,1,0.91,0.97,0.91,0.8425,0.875,0.8625,0.865,0.875,0.81,0.83,0.82,0.86,0.7625,0.895,0.9175,0.8825,0.855,1,0.8825,0.8975,0.895,0.925,0.8925,0.845,0.8975,0.88,0.8575,0.875,0.9,0.93,0.965,0.95,0.7425,1,0.8625,0.8675,0.965,0.9775,0.92,0.9,0.9625,0.935
+22,0.78,0.8675,0.83,0.865,0.8675,0.93,0.895,1,0.895,0.9325,0.9125,0.805,0.9275,0.855,0.86,0.855,0.8275,0.8525,0.8025,0.845,0.795,0.9,0.8975,0.87,0.9,0.955,0.8675,0.9025,0.885,0.925,0.87,0.8175,0.895,0.8575,0.8775,0.8975,0.8625,0.9325,0.955,0.93,0.735,0.975,0.88,0.855,0.9575,0.94,0.915,0.9,0.925,0.895
+23,0.765,0.95,0.8675,0.88,0.88,0.9325,0.8975,1,0.9075,0.91,0.8925,0.855,0.8875,0.8475,0.8425,0.88,0.86,0.895,0.7875,0.8125,0.7975,0.9325,0.875,0.85,0.83,0.89,0.8725,0.9075,0.905,0.91,0.865,0.7975,0.87,0.835,0.9175,0.8725,0.865,0.935,0.9325,0.9375,0.765,1,0.895,0.8975,1,0.8375,0.9,0.9025,0.9025,0.8525
+24,0.775,0.92,0.86,0.8775,0.875,0.975,0.915,1,0.9075,0.97,0.91,0.845,0.8775,0.86,0.865,0.87,0.8175,0.83,0.82,0.8575,0.755,0.895,0.9225,0.8875,0.88,1,0.8875,0.8925,0.89,0.925,0.895,0.845,0.9025,0.8775,0.8875,0.885,0.8975,0.93,0.965,0.9625,0.74,1,0.86,0.8675,0.965,1,0.92,0.905,0.9575,0.935
+25,0.775,0.92,0.86,0.8775,0.875,0.975,0.915,1,0.9075,0.97,0.91,0.845,0.8775,0.86,0.865,0.87,0.8175,0.83,0.82,0.8575,0.755,0.895,0.9225,0.8875,0.88,1,0.8875,0.8925,0.89,0.925,0.895,0.845,0.9025,0.8775,0.8875,0.885,0.8975,0.93,0.965,0.9625,0.74,1,0.86,0.8675,0.965,1,0.92,0.905,0.9575,0.935
+26,0.785,0.92,0.875,0.855,0.8775,1,0.88,0.9675,0.905,0.965,0.88,0.845,0.9125,0.885,0.885,0.84,0.86,0.8,0.8475,0.86,0.7725,0.9,0.9275,0.885,0.8425,1,0.925,0.9025,0.9225,0.935,0.855,0.83,0.9,0.8875,0.9025,0.9075,0.9075,0.93,0.97,0.97,0.745,0.975,0.87,0.85,0.965,0.97,0.9225,0.8975,0.965,0.935
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_37.csv
new file mode 100644
index 0000000..58a16ea
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.844
+2,BCorrU,0.798
+3,BF_BCmean,0.8115
+4,BF_BCmedian,0.8115
+5,BF_PF_BCmean,0.816
+6,BF_PF_BCmedian,0.8175
+7,BF_PFmean,0.819
+8,BF_PFmedian,0.819
+9,PCohF,0.848
+10,PF_BCmean,0.813
+11,PF_BCmedian,0.813
+12,T_BCmean,0.891
+13,T_BCmedian,0.891
+14,T_BF_BCmean,0.889
+15,T_BF_BCmedian,0.883
+16,T_BF_PF_BCmean,0.88075
+17,T_BF_PF_BCmedian,0.8695
+18,T_BF_PFmean,0.88825
+19,T_BF_PFmedian,0.82725
+20,T_BFmean,0.88825
+21,T_BFmedian,0.88825
+22,T_PF_BCmean,0.88975
+23,T_PF_BCmedian,0.888
+24,T_PFmean,0.8875
+25,T_PFmedian,0.8875
+26,Tigress,0.89325
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_73.csv
new file mode 100644
index 0000000..58a16ea
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.844
+2,BCorrU,0.798
+3,BF_BCmean,0.8115
+4,BF_BCmedian,0.8115
+5,BF_PF_BCmean,0.816
+6,BF_PF_BCmedian,0.8175
+7,BF_PFmean,0.819
+8,BF_PFmedian,0.819
+9,PCohF,0.848
+10,PF_BCmean,0.813
+11,PF_BCmedian,0.813
+12,T_BCmean,0.891
+13,T_BCmedian,0.891
+14,T_BF_BCmean,0.889
+15,T_BF_BCmedian,0.883
+16,T_BF_PF_BCmean,0.88075
+17,T_BF_PF_BCmedian,0.8695
+18,T_BF_PFmean,0.88825
+19,T_BF_PFmedian,0.82725
+20,T_BFmean,0.88825
+21,T_BFmedian,0.88825
+22,T_PF_BCmean,0.88975
+23,T_PF_BCmedian,0.888
+24,T_PFmean,0.8875
+25,T_PFmedian,0.8875
+26,Tigress,0.89325
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_equal.csv
new file mode 100644
index 0000000..db5a6a1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.846666666666667
+2,BCorrU,0.806666666666667
+3,BF_BCmean,0.7925
+4,BF_BCmedian,0.7925
+5,BF_PF_BCmean,0.8
+6,BF_PF_BCmedian,0.8025
+7,BF_PFmean,0.81
+8,BF_PFmedian,0.81
+9,PCohF,0.853333333333333
+10,PF_BCmean,0.795
+11,PF_BCmedian,0.795
+12,T_BCmean,0.89
+13,T_BCmedian,0.89
+14,T_BF_BCmean,0.8875
+15,T_BF_BCmedian,0.88375
+16,T_BF_PF_BCmean,0.8775
+17,T_BF_PF_BCmedian,0.86375
+18,T_BF_PFmean,0.88625
+19,T_BF_PFmedian,0.81875
+20,T_BFmean,0.89375
+21,T_BFmedian,0.89375
+22,T_PF_BCmean,0.89
+23,T_PF_BCmedian,0.88375
+24,T_PFmean,0.89125
+25,T_PFmedian,0.89125
+26,Tigress,0.9
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..1f77c23
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.8
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.84
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.92
+13,T_BCmedian,0.92
+14,T_BF_BCmean,0.88
+15,T_BF_BCmedian,0.88
+16,T_BF_PF_BCmean,0.88
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.88
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.88
+21,T_BFmedian,0.88
+22,T_PF_BCmean,0.88
+23,T_PF_BCmedian,0.88
+24,T_PFmean,0.88
+25,T_PFmedian,0.88
+26,Tigress,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..22c6384
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.86
+2,BCorrU,0.813333333333333
+3,BF_BCmean,0.745
+4,BF_BCmedian,0.745
+5,BF_PF_BCmean,0.76
+6,BF_PF_BCmedian,0.765
+7,BF_PFmean,0.78
+8,BF_PFmedian,0.78
+9,PCohF,0.866666666666667
+10,PF_BCmean,0.75
+11,PF_BCmedian,0.75
+12,T_BCmean,0.885
+13,T_BCmedian,0.885
+14,T_BF_BCmean,0.875
+15,T_BF_BCmedian,0.8625
+16,T_BF_PF_BCmean,0.8675
+17,T_BF_PF_BCmedian,0.85
+18,T_BF_PFmean,0.8825
+19,T_BF_PFmedian,0.795
+20,T_BFmean,0.885
+21,T_BFmedian,0.885
+22,T_PF_BCmean,0.87
+23,T_PF_BCmedian,0.87
+24,T_PFmean,0.895
+25,T_PFmedian,0.895
+26,Tigress,0.8925
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_37.csv
new file mode 100644
index 0000000..4029293
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.376
+2,BCorrU,40.164
+3,BF_BCmean,40.5135
+4,BF_BCmedian,40.5135
+5,BF_PF_BCmean,40.5905
+6,BF_PF_BCmedian,40.5805
+7,BF_PFmean,40.6135
+8,BF_PFmedian,40.6135
+9,PCohF,42.024
+10,PF_BCmean,40.55
+11,PF_BCmedian,40.5795
+12,T_BCmean,44.815
+13,T_BCmedian,44.815
+14,T_BF_BCmean,44.4665
+15,T_BF_BCmedian,44.132
+16,T_BF_PF_BCmean,44.036
+17,T_BF_PF_BCmedian,43.367
+18,T_BF_PFmean,44.609
+19,T_BF_PFmedian,41.13
+20,T_BFmean,44.812
+21,T_BFmedian,44.812
+22,T_PF_BCmean,44.473
+23,T_PF_BCmedian,44.284
+24,T_PFmean,44.92
+25,T_PFmedian,44.92
+26,Tigress,44.8715
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_73.csv
new file mode 100644
index 0000000..4029293
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.376
+2,BCorrU,40.164
+3,BF_BCmean,40.5135
+4,BF_BCmedian,40.5135
+5,BF_PF_BCmean,40.5905
+6,BF_PF_BCmedian,40.5805
+7,BF_PFmean,40.6135
+8,BF_PFmedian,40.6135
+9,PCohF,42.024
+10,PF_BCmean,40.55
+11,PF_BCmedian,40.5795
+12,T_BCmean,44.815
+13,T_BCmedian,44.815
+14,T_BF_BCmean,44.4665
+15,T_BF_BCmedian,44.132
+16,T_BF_PF_BCmean,44.036
+17,T_BF_PF_BCmedian,43.367
+18,T_BF_PFmean,44.609
+19,T_BF_PFmedian,41.13
+20,T_BFmean,44.812
+21,T_BFmedian,44.812
+22,T_PF_BCmean,44.473
+23,T_PF_BCmedian,44.284
+24,T_PFmean,44.92
+25,T_PFmedian,44.92
+26,Tigress,44.8715
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..dab47fe
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.4933333333333
+2,BCorrU,40.06
+3,BF_BCmean,39.6025
+4,BF_BCmedian,39.6025
+5,BF_PF_BCmean,39.7575
+6,BF_PF_BCmedian,39.7675
+7,BF_PFmean,39.9025
+8,BF_PFmedian,39.9025
+9,PCohF,42.0933333333333
+10,PF_BCmean,39.69
+11,PF_BCmedian,39.7125
+12,T_BCmean,44.585
+13,T_BCmedian,44.585
+14,T_BF_BCmean,44.1375
+15,T_BF_BCmedian,43.9
+16,T_BF_PF_BCmean,43.66
+17,T_BF_PF_BCmedian,43.105
+18,T_BF_PFmean,44.375
+19,T_BF_PFmedian,40.55
+20,T_BFmean,44.66
+21,T_BFmedian,44.66
+22,T_PF_BCmean,44.175
+23,T_PF_BCmedian,44.1
+24,T_PFmean,44.76
+25,T_PFmedian,44.76
+26,Tigress,44.8125
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..8aa0f6b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.2
+2,BCorrU,40.32
+3,BF_BCmean,41.88
+4,BF_BCmedian,41.88
+5,BF_PF_BCmean,41.84
+6,BF_PF_BCmedian,41.8
+7,BF_PFmean,41.68
+8,BF_PFmedian,41.68
+9,PCohF,41.92
+10,PF_BCmean,41.84
+11,PF_BCmedian,41.88
+12,T_BCmean,45.16
+13,T_BCmedian,45.16
+14,T_BF_BCmean,44.96
+15,T_BF_BCmedian,44.48
+16,T_BF_PF_BCmean,44.6
+17,T_BF_PF_BCmedian,43.76
+18,T_BF_PFmean,44.96
+19,T_BF_PFmedian,42
+20,T_BFmean,45.04
+21,T_BFmedian,45.04
+22,T_PF_BCmean,44.92
+23,T_PF_BCmedian,44.56
+24,T_PFmean,45.16
+25,T_PFmedian,45.16
+26,Tigress,44.96
diff --git a/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..8734b44
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim26/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,41.7866666666667
+2,BCorrU,39.8
+3,BF_BCmean,37.325
+4,BF_BCmedian,37.325
+5,BF_PF_BCmean,37.675
+6,BF_PF_BCmedian,37.735
+7,BF_PFmean,38.125
+8,BF_PFmedian,38.125
+9,PCohF,42.2666666666667
+10,PF_BCmean,37.54
+11,PF_BCmedian,37.545
+12,T_BCmean,44.01
+13,T_BCmedian,44.01
+14,T_BF_BCmean,43.315
+15,T_BF_BCmedian,43.32
+16,T_BF_PF_BCmean,42.72
+17,T_BF_PF_BCmedian,42.45
+18,T_BF_PFmean,43.79
+19,T_BF_PFmedian,39.1
+20,T_BFmean,44.28
+21,T_BFmedian,44.28
+22,T_PF_BCmean,43.43
+23,T_PF_BCmedian,43.64
+24,T_PFmean,44.36
+25,T_PFmedian,44.36
+26,Tigress,44.665
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..c1d434f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim27Sub001,sim27Sub002,sim27Sub003,sim27Sub004,sim27Sub005,sim27Sub006,sim27Sub007,sim27Sub008,sim27Sub009,sim27Sub010,sim27Sub011,sim27Sub012,sim27Sub013,sim27Sub014,sim27Sub015,sim27Sub016,sim27Sub017,sim27Sub018,sim27Sub019,sim27Sub020,sim27Sub021,sim27Sub022,sim27Sub023,sim27Sub024,sim27Sub025,sim27Sub026,sim27Sub027,sim27Sub028,sim27Sub029,sim27Sub030,sim27Sub031,sim27Sub032,sim27Sub033,sim27Sub034,sim27Sub035,sim27Sub036,sim27Sub037,sim27Sub038,sim27Sub039,sim27Sub040,sim27Sub041,sim27Sub042,sim27Sub043,sim27Sub044,sim27Sub045,sim27Sub046,sim27Sub047,sim27Sub048,sim27Sub049,sim27Sub050
+1,BCohF,0.76,0.92,0.84,0.84,0.84,0.76,1,0.92,0.92,0.84,0.92,0.84,0.76,0.84,0.92,0.92,0.84,0.76,0.76,0.84,0.84,1,0.84,1,0.84,0.92,0.76,0.92,0.84,0.92,0.84,0.84,0.92,0.92,0.84,0.92,0.84,0.84,0.92,0.76,0.84,0.92,0.92,0.92,0.84,0.84,0.92,0.92,0.84,0.92
+2,BCorrU,0.76,0.84,0.84,0.84,0.92,0.76,0.92,0.92,0.84,0.76,1,0.84,0.76,0.84,0.84,0.92,0.84,0.84,0.76,0.76,0.84,0.92,0.68,0.84,0.76,0.92,0.76,0.76,0.84,0.84,0.92,0.68,0.84,0.92,0.84,0.84,0.68,0.92,0.92,0.76,0.84,0.92,0.84,0.92,0.92,0.84,1,0.76,0.84,0.84
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+9,PCohF,0.76,0.92,0.92,0.84,0.92,0.92,1,0.92,1,0.84,1,0.84,0.76,0.92,0.92,1,0.84,0.76,0.76,0.92,0.84,1,0.92,1,1,0.92,0.84,0.92,0.84,0.92,0.84,0.84,0.84,1,0.92,0.92,0.84,0.84,0.92,0.84,0.92,0.92,0.92,1,0.84,0.92,1,0.92,0.84,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,0.88,0.92,0.92,0.96,0.92,0.96,0.96,1,0.96,0.88,0.96,0.92,0.88,0.96,0.88,0.96,0.88,0.84,0.88,0.92,0.92,0.92,0.92,0.88,0.84,0.96,1,0.88,0.88,0.92,0.92,1,0.92,0.92,0.84,0.92,0.88,0.92,0.96,0.96,0.88,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96
+13,T_BCmedian,0.88,0.92,0.92,0.96,0.92,0.96,0.96,1,0.96,0.88,0.96,0.92,0.88,0.96,0.88,0.96,0.88,0.84,0.88,0.92,0.92,0.92,0.92,0.88,0.84,0.96,1,0.88,0.88,0.92,0.92,1,0.92,0.92,0.84,0.92,0.88,0.92,0.96,0.96,0.88,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96
+14,T_BF_BCmean,0.84,0.88,0.92,0.96,0.92,0.92,0.96,1,0.96,0.88,1,0.88,0.88,0.92,0.88,0.92,0.88,0.84,0.88,0.92,0.92,0.92,0.92,0.88,0.88,0.96,0.96,0.88,0.88,0.92,0.92,0.96,0.92,0.92,0.84,0.92,0.88,0.92,0.96,0.92,0.84,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.92,0.96
+15,T_BF_BCmedian,0.84,0.96,0.92,0.96,0.92,0.88,0.96,1,0.92,0.92,1,0.88,0.88,0.88,0.88,0.96,0.88,0.84,0.88,0.88,0.88,0.92,0.84,0.92,0.8,0.92,0.96,0.88,0.88,0.88,0.92,0.92,0.88,0.96,0.88,0.92,0.88,0.92,0.96,0.92,0.88,0.96,0.92,0.92,0.92,0.92,1,0.88,0.96,0.96
+16,T_BF_PF_BCmean,0.84,0.88,0.92,0.96,0.92,0.88,0.96,1,0.96,0.88,0.96,0.88,0.88,0.88,0.88,0.92,0.88,0.84,0.88,0.88,0.92,0.92,0.88,0.88,0.88,0.96,0.96,0.88,0.88,0.88,0.92,0.92,0.92,0.92,0.84,0.92,0.88,0.92,0.96,0.92,0.88,0.96,0.92,0.96,0.92,0.96,1,0.92,0.88,0.92
+17,T_BF_PF_BCmedian,0.84,0.88,0.88,0.96,0.92,0.84,0.92,0.92,0.92,0.88,0.96,0.84,0.88,0.88,0.88,0.92,0.88,0.84,0.88,0.84,0.88,0.88,0.84,0.92,0.84,0.96,0.92,0.88,0.84,0.88,0.88,0.88,0.88,0.92,0.84,0.88,0.88,0.88,0.96,0.88,0.88,0.92,0.92,0.88,0.88,0.92,1,0.88,0.92,0.88
+18,T_BF_PFmean,0.88,0.88,0.92,0.96,0.92,0.88,0.96,0.96,1,0.88,0.96,0.88,0.88,0.92,0.88,0.92,0.88,0.84,0.88,0.92,0.92,0.96,0.88,0.88,0.88,0.96,0.96,0.88,0.88,0.96,0.92,0.92,0.92,0.92,0.8,0.92,0.88,0.88,0.96,0.92,0.88,0.96,0.96,0.96,0.92,0.96,0.96,0.96,0.88,0.96
+19,T_BF_PFmedian,0.84,0.84,0.88,0.92,0.88,0.84,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.88,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+20,T_BFmean,0.88,0.92,0.92,0.96,0.92,0.92,0.96,0.96,0.96,0.92,0.96,0.88,0.88,0.96,0.88,0.96,0.88,0.88,0.88,0.92,0.92,0.96,0.92,0.88,0.88,0.96,1,0.88,0.88,0.96,0.92,0.96,0.92,0.92,0.88,0.92,0.92,0.88,0.96,0.96,0.84,0.96,0.88,0.92,0.96,0.96,0.96,0.96,0.92,0.96
+21,T_BFmedian,0.88,0.92,0.92,0.96,0.92,0.92,0.96,0.96,0.96,0.92,0.96,0.88,0.88,0.96,0.88,0.96,0.88,0.88,0.88,0.92,0.92,0.96,0.92,0.88,0.88,0.96,1,0.88,0.88,0.96,0.92,0.96,0.92,0.92,0.88,0.92,0.92,0.88,0.96,0.96,0.84,0.96,0.88,0.92,0.96,0.96,0.96,0.96,0.92,0.96
+22,T_PF_BCmean,0.84,0.88,0.92,0.96,0.92,0.92,0.96,1,0.96,0.88,1,0.88,0.88,0.92,0.88,0.92,0.88,0.84,0.88,0.92,0.92,0.92,0.92,0.88,0.88,0.96,0.96,0.88,0.88,0.92,0.92,0.96,0.92,0.92,0.8,0.92,0.88,0.92,0.96,0.92,0.84,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.92,0.92
+23,T_PF_BCmedian,0.84,0.96,0.92,0.96,0.96,0.88,0.96,1,0.92,0.92,1,0.88,0.88,0.88,0.88,0.96,0.88,0.84,0.88,0.88,0.88,0.92,0.84,0.92,0.8,0.92,1,0.88,0.88,0.88,0.92,0.92,0.88,0.96,0.88,0.92,0.88,0.92,0.96,0.92,0.88,0.96,0.92,0.92,0.92,0.92,1,0.88,1,0.96
+24,T_PFmean,0.88,0.88,0.92,0.96,0.92,0.92,0.96,0.96,1,0.92,0.96,0.88,0.88,0.96,0.88,0.96,0.88,0.88,0.88,0.92,0.88,0.96,0.92,0.88,0.88,0.96,1,0.88,0.88,0.96,0.92,0.96,0.92,0.92,0.84,0.92,0.92,0.88,0.96,0.96,0.84,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.92,0.96
+25,T_PFmedian,0.88,0.88,0.92,0.96,0.92,0.92,0.96,0.96,1,0.92,0.96,0.88,0.88,0.96,0.88,0.96,0.88,0.88,0.88,0.92,0.88,0.96,0.92,0.88,0.88,0.96,1,0.88,0.88,0.96,0.92,0.96,0.92,0.92,0.84,0.92,0.92,0.88,0.96,0.96,0.84,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.92,0.96
+26,Tigress,0.88,0.92,0.92,0.96,0.92,1,0.96,0.96,0.92,0.92,0.96,0.88,0.88,0.96,0.88,0.96,0.88,0.88,0.92,0.92,0.88,0.96,0.92,0.88,0.88,0.96,1,0.92,0.88,0.92,0.92,0.96,0.92,0.92,0.88,0.92,0.88,0.88,0.96,0.96,0.84,0.96,0.88,0.96,0.96,0.96,0.96,0.96,0.92,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..731b264
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim27Sub001,sim27Sub002,sim27Sub003,sim27Sub004,sim27Sub005,sim27Sub006,sim27Sub007,sim27Sub008,sim27Sub009,sim27Sub010,sim27Sub011,sim27Sub012,sim27Sub013,sim27Sub014,sim27Sub015,sim27Sub016,sim27Sub017,sim27Sub018,sim27Sub019,sim27Sub020,sim27Sub021,sim27Sub022,sim27Sub023,sim27Sub024,sim27Sub025,sim27Sub026,sim27Sub027,sim27Sub028,sim27Sub029,sim27Sub030,sim27Sub031,sim27Sub032,sim27Sub033,sim27Sub034,sim27Sub035,sim27Sub036,sim27Sub037,sim27Sub038,sim27Sub039,sim27Sub040,sim27Sub041,sim27Sub042,sim27Sub043,sim27Sub044,sim27Sub045,sim27Sub046,sim27Sub047,sim27Sub048,sim27Sub049,sim27Sub050
+1,BCohF,0.853333333333333,0.92,0.826666666666667,0.866666666666667,0.893333333333333,0.84,1,0.92,0.96,0.893333333333333,0.973333333333333,0.8,0.76,0.893333333333333,0.946666666666667,0.946666666666667,0.866666666666667,0.746666666666667,0.76,0.866666666666667,0.786666666666667,1,0.893333333333333,1,0.853333333333333,0.88,0.8,0.92,0.92,0.946666666666667,0.84,0.88,0.92,0.96,0.813333333333333,0.866666666666667,0.813333333333333,0.866666666666667,0.92,0.84,0.84,0.893333333333333,0.893333333333333,0.973333333333333,0.906666666666667,0.92,0.973333333333333,0.92,0.84,0.973333333333333
+2,BCorrU,0.813333333333333,0.893333333333333,0.786666666666667,0.866666666666667,0.893333333333333,0.813333333333333,0.88,0.946666666666667,0.866666666666667,0.8,1,0.813333333333333,0.76,0.893333333333333,0.786666666666667,0.866666666666667,0.813333333333333,0.813333333333333,0.653333333333333,0.706666666666667,0.786666666666667,0.946666666666667,0.653333333333333,0.866666666666667,0.76,0.92,0.8,0.826666666666667,0.866666666666667,0.813333333333333,0.906666666666667,0.733333333333333,0.88,0.946666666666667,0.84,0.866666666666667,0.733333333333333,0.946666666666667,0.973333333333333,0.733333333333333,0.813333333333333,0.893333333333333,0.866666666666667,0.933333333333333,0.893333333333333,0.84,1,0.826666666666667,0.933333333333333,0.866666666666667
+3,BF_BCmean,0.78,0.8,0.72,0.78,0.82,0.75,0.84,0.83,0.82,0.73,0.88,0.74,0.72,0.82,0.8,0.81,0.76,0.7,0.67,0.7,0.73,0.88,0.72,0.85,0.8,0.8,0.75,0.76,0.78,0.76,0.8,0.78,0.82,0.85,0.755,0.78,0.72,0.82,0.85,0.7,0.8,0.8,0.78,0.87,0.8,0.8,0.88,0.8,0.76,0.84
+4,BF_BCmedian,0.78,0.8,0.72,0.78,0.82,0.75,0.84,0.83,0.82,0.73,0.88,0.74,0.72,0.82,0.8,0.81,0.76,0.7,0.67,0.7,0.73,0.88,0.72,0.85,0.8,0.8,0.75,0.76,0.78,0.76,0.8,0.78,0.82,0.85,0.755,0.78,0.72,0.82,0.85,0.7,0.8,0.8,0.78,0.87,0.8,0.8,0.88,0.8,0.76,0.84
+5,BF_PF_BCmean,0.8,0.82,0.74,0.78,0.82,0.82,0.86,0.84,0.82,0.75,0.88,0.75,0.68,0.83,0.84,0.85,0.765,0.71,0.68,0.7,0.725,0.88,0.76,0.88,0.82,0.8,0.76,0.785,0.78,0.8,0.78,0.78,0.82,0.865,0.755,0.79,0.73,0.82,0.86,0.71,0.8,0.8,0.79,0.88,0.8,0.83,0.88,0.8,0.78,0.84
+6,BF_PF_BCmedian,0.77,0.82,0.73,0.78,0.8,0.76,0.88,0.82,0.85,0.8,0.86,0.76,0.7,0.8,0.84,0.84,0.78,0.69,0.7,0.78,0.72,0.88,0.8,0.88,0.77,0.78,0.73,0.79,0.81,0.84,0.72,0.78,0.79,0.85,0.735,0.78,0.74,0.78,0.82,0.76,0.76,0.8,0.8,0.86,0.78,0.82,0.86,0.82,0.76,0.86
+7,BF_PFmean,0.76,0.82,0.75,0.79,0.8,0.84,0.88,0.84,0.88,0.8,0.88,0.75,0.68,0.795,0.84,0.88,0.78,0.72,0.74,0.8,0.725,0.88,0.8,0.88,0.83,0.78,0.78,0.79,0.81,0.85,0.75,0.77,0.77,0.855,0.755,0.78,0.74,0.77,0.86,0.78,0.84,0.8,0.8,0.88,0.8,0.82,0.88,0.84,0.8,0.88
+8,BF_PFmedian,0.76,0.82,0.75,0.79,0.8,0.84,0.88,0.84,0.88,0.8,0.88,0.75,0.68,0.795,0.84,0.88,0.78,0.72,0.74,0.8,0.725,0.88,0.8,0.88,0.83,0.78,0.78,0.79,0.81,0.85,0.75,0.77,0.77,0.855,0.755,0.78,0.74,0.77,0.86,0.78,0.84,0.8,0.8,0.88,0.8,0.82,0.88,0.84,0.8,0.88
+9,PCohF,0.84,0.92,0.92,0.92,0.933333333333333,0.973333333333333,1,0.946666666666667,1,0.893333333333333,1,0.82,0.706666666666667,0.946666666666667,0.946666666666667,1,0.88,0.746666666666667,0.826666666666667,0.893333333333333,0.84,1,0.946666666666667,1,1,0.893333333333333,0.88,0.88,0.853333333333333,0.973333333333333,0.813333333333333,0.893333333333333,0.84,1,0.866666666666667,0.893333333333333,0.853333333333333,0.84,0.973333333333333,0.866666666666667,0.973333333333333,0.893333333333333,0.893333333333333,1,0.866666666666667,0.946666666666667,1,0.946666666666667,0.866666666666667,1
+10,PF_BCmean,0.78,0.81,0.72,0.78,0.8,0.84,0.84,0.84,0.82,0.74,0.88,0.74,0.68,0.82,0.8,0.8,0.76,0.74,0.68,0.71,0.735,0.88,0.715,0.88,0.84,0.8,0.76,0.76,0.8,0.77,0.78,0.78,0.79,0.845,0.775,0.78,0.74,0.82,0.86,0.7,0.8,0.8,0.78,0.88,0.8,0.8,0.88,0.81,0.79,0.84
+11,PF_BCmedian,0.78,0.81,0.72,0.78,0.8,0.84,0.84,0.84,0.82,0.74,0.88,0.74,0.68,0.82,0.8,0.8,0.76,0.74,0.68,0.71,0.735,0.88,0.715,0.88,0.84,0.8,0.76,0.76,0.8,0.77,0.78,0.78,0.79,0.845,0.775,0.78,0.74,0.82,0.86,0.7,0.8,0.8,0.78,0.88,0.8,0.8,0.88,0.81,0.79,0.84
+12,T_BCmean,0.815,0.93,0.91,0.95,0.9,0.97,0.945,1,0.975,0.925,0.995,0.83,0.83,0.95,0.9,0.965,0.855,0.875,0.92,0.825,0.87,0.96,0.9,0.94,0.85,0.97,1,0.88,0.91,0.975,0.9,1,0.905,0.925,0.86,0.86,0.845,0.945,0.97,0.93,0.805,0.975,0.875,0.98,0.98,0.97,0.985,0.935,0.96,0.97
+13,T_BCmedian,0.815,0.93,0.91,0.95,0.9,0.97,0.945,1,0.975,0.925,0.995,0.83,0.83,0.95,0.9,0.965,0.855,0.875,0.92,0.825,0.87,0.96,0.9,0.94,0.85,0.97,1,0.88,0.91,0.975,0.9,1,0.905,0.925,0.86,0.86,0.845,0.945,0.97,0.93,0.805,0.975,0.875,0.98,0.98,0.97,0.985,0.935,0.96,0.97
+14,T_BF_BCmean,0.84,0.9,0.88,0.93,0.9,0.94,0.95,1,0.98,0.91,1,0.775,0.815,0.94,0.9,0.96,0.84,0.835,0.875,0.84,0.805,0.955,0.9,0.915,0.88,0.94,0.98,0.85,0.9,0.94,0.915,0.99,0.89,0.89,0.86,0.855,0.865,0.92,0.965,0.905,0.82,0.955,0.88,0.99,0.97,0.98,0.99,0.94,0.95,0.98
+15,T_BF_BCmedian,0.775,0.96,0.925,0.91,0.915,0.91,0.945,1,0.95,0.925,1,0.84,0.85,0.92,0.88,0.96,0.855,0.855,0.79,0.87,0.885,0.945,0.87,0.945,0.81,0.96,0.995,0.865,0.915,0.925,0.905,0.95,0.83,0.91,0.89,0.86,0.845,0.955,0.99,0.92,0.815,0.97,0.88,0.97,0.93,0.94,1,0.935,0.985,0.97
+16,T_BF_PF_BCmean,0.835,0.88,0.89,0.91,0.89,0.93,0.95,1,0.98,0.885,0.995,0.77,0.765,0.915,0.915,0.945,0.83,0.805,0.84,0.84,0.8,0.94,0.88,0.93,0.9,0.935,0.96,0.84,0.895,0.935,0.9,0.955,0.875,0.885,0.84,0.85,0.845,0.915,0.94,0.875,0.85,0.945,0.86,0.98,0.945,0.98,1,0.945,0.93,0.95
+17,T_BF_PF_BCmedian,0.815,0.91,0.865,0.92,0.895,0.89,0.95,0.96,0.96,0.86,0.985,0.81,0.815,0.905,0.905,0.93,0.825,0.8,0.785,0.835,0.855,0.925,0.875,0.95,0.855,0.92,0.94,0.845,0.875,0.91,0.86,0.93,0.845,0.88,0.86,0.83,0.835,0.91,0.965,0.895,0.865,0.94,0.875,0.94,0.89,0.935,1,0.925,0.94,0.94
+18,T_BF_PFmean,0.835,0.9,0.905,0.93,0.915,0.94,0.96,0.99,1,0.91,0.995,0.785,0.785,0.905,0.93,0.965,0.815,0.835,0.91,0.845,0.84,0.97,0.94,0.93,0.89,0.935,0.98,0.89,0.9,0.97,0.915,0.965,0.86,0.9,0.84,0.855,0.865,0.91,0.97,0.91,0.86,0.95,0.885,0.98,0.95,0.98,0.99,0.96,0.935,0.98
+19,T_BF_PFmedian,0.815,0.88,0.805,0.875,0.89,0.825,0.91,0.89,0.905,0.82,0.895,0.775,0.745,0.82,0.875,0.905,0.84,0.71,0.71,0.81,0.775,0.88,0.835,0.89,0.83,0.81,0.825,0.81,0.82,0.875,0.75,0.805,0.82,0.86,0.815,0.8,0.755,0.815,0.865,0.77,0.85,0.885,0.82,0.895,0.8,0.845,0.88,0.87,0.87,0.88
+20,T_BFmean,0.84,0.94,0.915,0.95,0.94,0.965,0.99,0.99,0.985,0.93,0.99,0.81,0.835,0.94,0.92,0.96,0.795,0.88,0.92,0.86,0.86,0.96,0.945,0.94,0.88,0.975,1,0.91,0.925,0.99,0.925,0.985,0.86,0.9,0.88,0.865,0.87,0.9,0.975,0.93,0.84,0.96,0.87,0.97,0.98,0.98,0.98,0.96,0.955,0.97
+21,T_BFmedian,0.84,0.94,0.915,0.95,0.94,0.965,0.99,0.99,0.985,0.93,0.99,0.81,0.835,0.94,0.92,0.96,0.795,0.88,0.92,0.86,0.86,0.96,0.945,0.94,0.88,0.975,1,0.91,0.925,0.99,0.925,0.985,0.86,0.9,0.88,0.865,0.87,0.9,0.975,0.93,0.84,0.96,0.87,0.97,0.98,0.98,0.98,0.96,0.955,0.97
+22,T_PF_BCmean,0.85,0.895,0.905,0.93,0.91,0.95,0.95,1,0.98,0.91,1,0.78,0.79,0.935,0.9,0.96,0.86,0.845,0.895,0.825,0.83,0.95,0.9,0.91,0.89,0.95,0.98,0.85,0.905,0.94,0.91,0.985,0.89,0.89,0.85,0.86,0.865,0.92,0.97,0.91,0.82,0.95,0.87,0.99,0.95,0.98,0.99,0.95,0.94,0.97
+23,T_PF_BCmedian,0.775,0.96,0.925,0.95,0.96,0.93,0.945,1,0.95,0.925,1,0.84,0.87,0.92,0.88,0.97,0.855,0.865,0.83,0.88,0.91,0.945,0.87,0.95,0.81,0.96,1,0.865,0.915,0.94,0.905,0.95,0.83,0.91,0.9,0.86,0.845,0.96,0.99,0.925,0.85,0.98,0.895,0.97,0.935,0.94,1,0.935,1,0.97
+24,T_PFmean,0.83,0.925,0.95,0.95,0.94,0.975,0.99,0.985,1,0.94,0.99,0.81,0.815,0.93,0.93,0.96,0.835,0.88,0.935,0.86,0.88,0.96,0.94,0.945,0.88,0.97,1,0.905,0.93,0.99,0.93,0.985,0.86,0.895,0.87,0.88,0.875,0.895,0.975,0.93,0.85,0.965,0.9,0.97,0.98,0.99,0.99,0.96,0.94,0.97
+25,T_PFmedian,0.83,0.925,0.95,0.95,0.94,0.975,0.99,0.985,1,0.94,0.99,0.81,0.815,0.93,0.93,0.96,0.835,0.88,0.935,0.86,0.88,0.96,0.94,0.945,0.88,0.97,1,0.905,0.93,0.99,0.93,0.985,0.86,0.895,0.87,0.88,0.875,0.895,0.975,0.93,0.85,0.965,0.9,0.97,0.98,0.99,0.99,0.96,0.94,0.97
+26,Tigress,0.83,0.945,0.975,0.95,0.94,1,0.98,0.95,0.97,0.945,0.95,0.835,0.86,0.97,0.92,0.96,0.875,0.87,0.95,0.9,0.895,0.96,0.955,0.94,0.865,0.98,1,0.95,0.93,0.96,0.95,0.995,0.9,0.91,0.875,0.91,0.89,0.91,0.98,0.94,0.835,0.99,0.88,0.96,0.99,0.97,0.97,0.96,0.93,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_37.csv
new file mode 100644
index 0000000..975c1ca
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_37.csv
@@ -0,0 +1,27 @@
+,sim27Sub001,sim27Sub002,sim27Sub003,sim27Sub004,sim27Sub005,sim27Sub006,sim27Sub007,sim27Sub008,sim27Sub009,sim27Sub010,sim27Sub011,sim27Sub012,sim27Sub013,sim27Sub014,sim27Sub015,sim27Sub016,sim27Sub017,sim27Sub018,sim27Sub019,sim27Sub020,sim27Sub021,sim27Sub022,sim27Sub023,sim27Sub024,sim27Sub025,sim27Sub026,sim27Sub027,sim27Sub028,sim27Sub029,sim27Sub030,sim27Sub031,sim27Sub032,sim27Sub033,sim27Sub034,sim27Sub035,sim27Sub036,sim27Sub037,sim27Sub038,sim27Sub039,sim27Sub040,sim27Sub041,sim27Sub042,sim27Sub043,sim27Sub044,sim27Sub045,sim27Sub046,sim27Sub047,sim27Sub048,sim27Sub049,sim27Sub050
+1,0.788,0.92,0.836,0.848,0.856,0.784,1,0.92,0.932,0.856,0.936,0.828,0.76,0.856,0.928,0.928,0.848,0.756,0.76,0.848,0.824,1,0.856,1,0.844,0.908,0.772,0.92,0.864,0.928,0.84,0.852,0.92,0.932,0.832,0.904,0.832,0.848,0.92,0.784,0.84,0.912,0.912,0.936,0.86,0.864,0.936,0.92,0.84,0.936
+2,0.776,0.856,0.824,0.848,0.912,0.776,0.908,0.928,0.848,0.772,1,0.832,0.76,0.856,0.824,0.904,0.832,0.832,0.728,0.744,0.824,0.928,0.672,0.848,0.76,0.92,0.772,0.78,0.848,0.832,0.916,0.696,0.852,0.928,0.84,0.848,0.696,0.928,0.936,0.752,0.832,0.912,0.848,0.924,0.912,0.84,1,0.78,0.868,0.848
+3,0.822,0.828,0.804,0.822,0.834,0.813,0.84,0.837,0.834,0.807,0.852,0.81,0.804,0.834,0.828,0.831,0.816,0.798,0.789,0.798,0.807,0.852,0.804,0.843,0.828,0.828,0.813,0.816,0.822,0.816,0.828,0.822,0.834,0.843,0.7865,0.822,0.804,0.834,0.843,0.798,0.828,0.828,0.822,0.849,0.828,0.828,0.852,0.828,0.816,0.84
+4,0.822,0.828,0.804,0.822,0.834,0.813,0.84,0.837,0.834,0.807,0.852,0.81,0.804,0.834,0.828,0.831,0.816,0.798,0.789,0.798,0.807,0.852,0.804,0.843,0.828,0.828,0.813,0.816,0.822,0.816,0.828,0.822,0.834,0.843,0.7865,0.822,0.804,0.834,0.843,0.798,0.828,0.828,0.822,0.849,0.828,0.828,0.852,0.828,0.816,0.84
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diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_73.csv
new file mode 100644
index 0000000..975c1ca
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_equal.csv
new file mode 100644
index 0000000..5a92ad7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+19,0.8275,0.86,0.8425,0.8975,0.885,0.8325,0.895,0.885,0.8725,0.83,0.8675,0.8075,0.7925,0.83,0.8775,0.8925,0.86,0.775,0.775,0.825,0.8275,0.86,0.8375,0.865,0.835,0.845,0.8325,0.825,0.83,0.8575,0.795,0.8225,0.85,0.85,0.8075,0.82,0.7975,0.8275,0.8525,0.805,0.865,0.8825,0.85,0.8675,0.82,0.8425,0.86,0.855,0.855,0.86
+20,0.86,0.93,0.9175,0.955,0.93,0.9425,0.975,0.975,0.9725,0.925,0.975,0.845,0.8575,0.95,0.9,0.96,0.8375,0.88,0.9,0.89,0.89,0.96,0.9325,0.91,0.88,0.9675,1,0.895,0.9025,0.975,0.9225,0.9725,0.89,0.91,0.88,0.8925,0.895,0.89,0.9675,0.945,0.84,0.96,0.875,0.945,0.97,0.97,0.97,0.96,0.9375,0.965
+21,0.86,0.93,0.9175,0.955,0.93,0.9425,0.975,0.975,0.9725,0.925,0.975,0.845,0.8575,0.95,0.9,0.96,0.8375,0.88,0.9,0.89,0.89,0.96,0.9325,0.91,0.88,0.9675,1,0.895,0.9025,0.975,0.9225,0.9725,0.89,0.91,0.88,0.8925,0.895,0.89,0.9675,0.945,0.84,0.96,0.875,0.945,0.97,0.97,0.97,0.96,0.9375,0.965
+22,0.845,0.8875,0.9125,0.945,0.915,0.935,0.955,1,0.97,0.895,1,0.83,0.835,0.9275,0.89,0.94,0.87,0.8425,0.8875,0.8725,0.875,0.935,0.91,0.895,0.885,0.955,0.97,0.865,0.8925,0.93,0.915,0.9725,0.905,0.905,0.825,0.89,0.8725,0.92,0.965,0.915,0.83,0.955,0.895,0.975,0.955,0.97,0.975,0.955,0.93,0.945
+23,0.8075,0.96,0.9225,0.955,0.96,0.905,0.9525,1,0.935,0.9225,1,0.86,0.875,0.9,0.88,0.965,0.8675,0.8525,0.855,0.88,0.895,0.9325,0.855,0.935,0.805,0.94,1,0.8725,0.8975,0.91,0.9125,0.935,0.855,0.935,0.89,0.89,0.8625,0.94,0.975,0.9225,0.865,0.97,0.9075,0.945,0.9275,0.93,1,0.9075,1,0.965
+24,0.855,0.9025,0.935,0.955,0.93,0.9475,0.975,0.9725,1,0.93,0.975,0.845,0.8475,0.945,0.905,0.96,0.8575,0.88,0.9075,0.89,0.88,0.96,0.93,0.9125,0.88,0.965,1,0.8925,0.905,0.975,0.925,0.9725,0.89,0.9075,0.855,0.9,0.8975,0.8875,0.9675,0.945,0.845,0.9625,0.91,0.945,0.97,0.975,0.975,0.96,0.93,0.965
+25,0.855,0.9025,0.935,0.955,0.93,0.9475,0.975,0.9725,1,0.93,0.975,0.845,0.8475,0.945,0.905,0.96,0.8575,0.88,0.9075,0.89,0.88,0.96,0.93,0.9125,0.88,0.965,1,0.8925,0.905,0.975,0.925,0.9725,0.89,0.9075,0.855,0.9,0.8975,0.8875,0.9675,0.945,0.845,0.9625,0.91,0.945,0.97,0.975,0.975,0.96,0.93,0.965
+26,0.855,0.9325,0.9475,0.955,0.93,1,0.97,0.955,0.945,0.9325,0.955,0.8575,0.87,0.965,0.9,0.96,0.8775,0.875,0.935,0.91,0.8875,0.96,0.9375,0.91,0.8725,0.97,1,0.935,0.905,0.94,0.935,0.9775,0.91,0.915,0.8775,0.915,0.885,0.895,0.97,0.95,0.8375,0.975,0.88,0.96,0.975,0.965,0.965,0.96,0.925,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_37.csv
new file mode 100644
index 0000000..dda5e56
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.858
+2,BCorrU,0.848
+3,BF_BCmean,0.828
+4,BF_BCmedian,0.828
+5,BF_PF_BCmean,0.828
+6,BF_PF_BCmedian,0.825
+7,BF_PFmean,0.828
+8,BF_PFmedian,0.828
+9,PCohF,0.912
+10,PF_BCmean,0.8265
+11,PF_BCmedian,0.8265
+12,T_BCmean,0.92225
+13,T_BCmedian,0.92225
+14,T_BF_BCmean,0.91475
+15,T_BF_BCmedian,0.91925
+16,T_BF_PF_BCmean,0.90425
+17,T_BF_PF_BCmedian,0.88825
+18,T_BF_PFmean,0.91475
+19,T_BF_PFmedian,0.848
+20,T_BFmean,0.926
+21,T_BFmedian,0.926
+22,T_PF_BCmean,0.917
+23,T_PF_BCmedian,0.9215
+24,T_PFmean,0.926
+25,T_PFmedian,0.926
+26,Tigress,0.929
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_73.csv
new file mode 100644
index 0000000..dda5e56
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.858
+2,BCorrU,0.848
+3,BF_BCmean,0.828
+4,BF_BCmedian,0.828
+5,BF_PF_BCmean,0.828
+6,BF_PF_BCmedian,0.825
+7,BF_PFmean,0.828
+8,BF_PFmedian,0.828
+9,PCohF,0.912
+10,PF_BCmean,0.8265
+11,PF_BCmedian,0.8265
+12,T_BCmean,0.92225
+13,T_BCmedian,0.92225
+14,T_BF_BCmean,0.91475
+15,T_BF_BCmedian,0.91925
+16,T_BF_PF_BCmean,0.90425
+17,T_BF_PF_BCmedian,0.88825
+18,T_BF_PFmean,0.91475
+19,T_BF_PFmedian,0.848
+20,T_BFmean,0.926
+21,T_BFmedian,0.926
+22,T_PF_BCmean,0.917
+23,T_PF_BCmedian,0.9215
+24,T_PFmean,0.926
+25,T_PFmedian,0.926
+26,Tigress,0.929
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_equal.csv
new file mode 100644
index 0000000..c97478a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.87
+2,BCorrU,0.853333333333333
+3,BF_BCmean,0.82
+4,BF_BCmedian,0.82
+5,BF_PF_BCmean,0.82
+6,BF_PF_BCmedian,0.815
+7,BF_PFmean,0.82
+8,BF_PFmedian,0.82
+9,PCohF,0.906666666666667
+10,PF_BCmean,0.82
+11,PF_BCmedian,0.82
+12,T_BCmean,0.92375
+13,T_BCmedian,0.92375
+14,T_BF_BCmean,0.91125
+15,T_BF_BCmedian,0.91875
+16,T_BF_PF_BCmean,0.905
+17,T_BF_PF_BCmedian,0.89375
+18,T_BF_PFmean,0.91125
+19,T_BF_PFmedian,0.84375
+20,T_BFmean,0.93
+21,T_BFmedian,0.93
+22,T_PF_BCmean,0.915
+23,T_PF_BCmedian,0.9225
+24,T_PFmean,0.93
+25,T_PFmedian,0.93
+26,Tigress,0.935
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..8ad63e9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.92
+13,T_BCmedian,0.92
+14,T_BF_BCmean,0.92
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.92
+21,T_BFmedian,0.92
+22,T_PF_BCmean,0.92
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.92
+25,T_PFmedian,0.92
+26,Tigress,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e87d5ca
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.893333333333333
+2,BCorrU,0.866666666666667
+3,BF_BCmean,0.8
+4,BF_BCmedian,0.8
+5,BF_PF_BCmean,0.8
+6,BF_PF_BCmedian,0.79
+7,BF_PFmean,0.8
+8,BF_PFmedian,0.8
+9,PCohF,0.906666666666667
+10,PF_BCmean,0.8
+11,PF_BCmedian,0.8
+12,T_BCmean,0.93
+13,T_BCmedian,0.93
+14,T_BF_BCmean,0.9125
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.905
+17,T_BF_PF_BCmedian,0.895
+18,T_BF_PFmean,0.915
+19,T_BF_PFmedian,0.8275
+20,T_BFmean,0.94
+21,T_BFmedian,0.94
+22,T_PF_BCmean,0.91
+23,T_PF_BCmedian,0.9275
+24,T_PFmean,0.94
+25,T_PFmedian,0.94
+26,Tigress,0.95
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_37.csv
new file mode 100644
index 0000000..9b21dd4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.724
+2,BCorrU,42.1
+3,BF_BCmean,41.1635
+4,BF_BCmedian,41.1635
+5,BF_PF_BCmean,41.2665
+6,BF_PF_BCmedian,41.2625
+7,BF_PFmean,41.384
+8,BF_PFmedian,41.384
+9,PCohF,45.21
+10,PF_BCmean,41.159
+11,PF_BCmedian,41.159
+12,T_BCmean,46.1965
+13,T_BCmedian,46.1965
+14,T_BF_BCmean,45.7915
+15,T_BF_BCmedian,45.6
+16,T_BF_PF_BCmean,45.407
+17,T_BF_PF_BCmedian,44.581
+18,T_BF_PFmean,45.788
+19,T_BF_PFmedian,42.302
+20,T_BFmean,46.2285
+21,T_BFmedian,46.2285
+22,T_PF_BCmean,45.7785
+23,T_PF_BCmedian,45.7875
+24,T_PFmean,46.244
+25,T_PFmedian,46.244
+26,Tigress,46.3855
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_73.csv
new file mode 100644
index 0000000..9b21dd4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.724
+2,BCorrU,42.1
+3,BF_BCmean,41.1635
+4,BF_BCmedian,41.1635
+5,BF_PF_BCmean,41.2665
+6,BF_PF_BCmedian,41.2625
+7,BF_PFmean,41.384
+8,BF_PFmedian,41.384
+9,PCohF,45.21
+10,PF_BCmean,41.159
+11,PF_BCmedian,41.159
+12,T_BCmean,46.1965
+13,T_BCmedian,46.1965
+14,T_BF_BCmean,45.7915
+15,T_BF_BCmedian,45.6
+16,T_BF_PF_BCmean,45.407
+17,T_BF_PF_BCmedian,44.581
+18,T_BF_PFmean,45.788
+19,T_BF_PFmedian,42.302
+20,T_BFmean,46.2285
+21,T_BFmedian,46.2285
+22,T_PF_BCmean,45.7785
+23,T_PF_BCmedian,45.7875
+24,T_PFmean,46.244
+25,T_PFmedian,46.244
+26,Tigress,46.3855
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..10b84a7
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.9133333333333
+2,BCorrU,42.1666666666667
+3,BF_BCmean,40.6325
+4,BF_BCmedian,40.6325
+5,BF_PF_BCmean,40.8575
+6,BF_PF_BCmedian,40.7975
+7,BF_PFmean,41.08
+8,BF_PFmedian,41.08
+9,PCohF,45.3233333333333
+10,PF_BCmean,40.705
+11,PF_BCmedian,40.705
+12,T_BCmean,46.1675
+13,T_BCmedian,46.1675
+14,T_BF_BCmean,45.7325
+15,T_BF_BCmedian,45.6
+16,T_BF_PF_BCmean,45.305
+17,T_BF_PF_BCmedian,44.595
+18,T_BF_PFmean,45.78
+19,T_BF_PFmedian,42.13
+20,T_BFmean,46.2475
+21,T_BFmedian,46.2475
+22,T_PF_BCmean,45.7375
+23,T_PF_BCmedian,45.8325
+24,T_PFmean,46.3
+25,T_PFmedian,46.3
+26,Tigress,46.4825
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..4e22d47
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.44
+2,BCorrU,42
+3,BF_BCmean,41.96
+4,BF_BCmedian,41.96
+5,BF_PF_BCmean,41.88
+6,BF_PF_BCmedian,41.96
+7,BF_PFmean,41.84
+8,BF_PFmedian,41.84
+9,PCohF,45.04
+10,PF_BCmean,41.84
+11,PF_BCmedian,41.84
+12,T_BCmean,46.24
+13,T_BCmedian,46.24
+14,T_BF_BCmean,45.88
+15,T_BF_BCmedian,45.6
+16,T_BF_PF_BCmean,45.56
+17,T_BF_PF_BCmedian,44.56
+18,T_BF_PFmean,45.8
+19,T_BF_PFmedian,42.56
+20,T_BFmean,46.2
+21,T_BFmedian,46.2
+22,T_PF_BCmean,45.84
+23,T_PF_BCmedian,45.72
+24,T_PFmean,46.16
+25,T_PFmedian,46.16
+26,Tigress,46.24
diff --git a/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..7c379d1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim27/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.3866666666667
+2,BCorrU,42.3333333333333
+3,BF_BCmean,39.305
+4,BF_BCmedian,39.305
+5,BF_PF_BCmean,39.835
+6,BF_PF_BCmedian,39.635
+7,BF_PFmean,40.32
+8,BF_PFmedian,40.32
+9,PCohF,45.6066666666667
+10,PF_BCmean,39.57
+11,PF_BCmedian,39.57
+12,T_BCmean,46.095
+13,T_BCmedian,46.095
+14,T_BF_BCmean,45.585
+15,T_BF_BCmedian,45.6
+16,T_BF_PF_BCmean,45.05
+17,T_BF_PF_BCmedian,44.63
+18,T_BF_PFmean,45.76
+19,T_BF_PFmedian,41.7
+20,T_BFmean,46.295
+21,T_BFmedian,46.295
+22,T_PF_BCmean,45.635
+23,T_PF_BCmedian,45.945
+24,T_PFmean,46.44
+25,T_PFmedian,46.44
+26,Tigress,46.725
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..ed6885e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim28Sub001,sim28Sub002,sim28Sub003,sim28Sub004,sim28Sub005,sim28Sub006,sim28Sub007,sim28Sub008,sim28Sub009,sim28Sub010,sim28Sub011,sim28Sub012,sim28Sub013,sim28Sub014,sim28Sub015,sim28Sub016,sim28Sub017,sim28Sub018,sim28Sub019,sim28Sub020,sim28Sub021,sim28Sub022,sim28Sub023,sim28Sub024,sim28Sub025,sim28Sub026,sim28Sub027,sim28Sub028,sim28Sub029,sim28Sub030,sim28Sub031,sim28Sub032,sim28Sub033,sim28Sub034,sim28Sub035,sim28Sub036,sim28Sub037,sim28Sub038,sim28Sub039,sim28Sub040,sim28Sub041,sim28Sub042,sim28Sub043,sim28Sub044,sim28Sub045,sim28Sub046,sim28Sub047,sim28Sub048,sim28Sub049,sim28Sub050
+1,BCohF,0.92,0.92,0.84,0.84,0.84,0.84,0.92,0.92,0.92,0.92,1,0.84,0.92,0.92,0.92,0.84,1,0.92,0.92,0.92,0.84,0.84,0.76,0.92,0.84,0.92,1,0.92,0.84,1,0.92,1,1,0.92,0.92,0.84,0.92,1,0.76,0.92,0.92,1,0.84,0.92,0.76,0.84,0.84,0.84,0.92,0.92
+2,BCorrU,0.92,1,0.84,0.84,0.76,0.92,0.84,0.92,0.76,0.92,1,0.92,0.84,0.92,0.92,0.84,0.92,0.84,0.92,0.84,0.84,0.76,0.68,0.92,0.84,0.84,1,0.92,0.92,0.92,0.92,0.92,1,1,0.84,0.68,0.92,1,0.84,0.92,0.84,0.92,0.84,1,0.84,0.84,0.76,0.76,0.92,0.92
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+9,PCohF,0.92,1,0.84,0.92,0.84,0.92,0.92,1,0.92,0.92,1,0.92,0.84,0.92,0.92,0.84,1,0.92,0.92,1,0.84,0.84,0.84,0.92,0.84,0.92,1,1,0.92,1,1,1,1,0.92,0.92,1,0.92,1,0.76,0.92,0.92,1,0.84,0.92,0.76,0.92,0.92,0.76,0.92,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+12,T_BCmean,0.88,0.96,0.92,0.88,0.92,0.96,1,0.96,0.88,1,0.96,0.92,0.92,0.96,0.96,0.84,0.92,0.92,1,0.92,0.88,0.84,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.96,1,0.96,1,0.92,0.96,0.88,1,0.96,0.92,0.96,0.96,0.96,0.92,1,0.92,0.96,0.92,0.88,0.96,0.92
+13,T_BCmedian,0.92,0.96,0.92,0.88,0.92,0.96,0.96,0.96,0.88,1,0.96,0.92,0.92,0.96,0.96,0.84,0.92,0.92,1,0.92,0.88,0.84,0.88,0.96,0.92,0.96,1,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,0.96,0.96,0.96,0.96,0.96,0.92,1,0.92,0.92,0.92,0.84,0.96,0.92
+14,T_BF_BCmean,0.88,0.96,0.92,0.88,0.92,0.96,0.96,0.96,0.88,1,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,1,0.92,0.88,0.88,0.92,0.96,0.92,0.88,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.88,1,1,0.96,0.96,0.96,0.96,0.92,0.96,0.92,0.96,0.92,0.88,0.96,0.92
+15,T_BF_BCmedian,0.88,1,0.92,0.88,0.96,1,0.92,0.92,0.88,1,0.96,0.88,0.96,1,0.96,0.88,0.96,0.88,0.92,0.92,0.92,0.88,0.84,1,0.88,0.96,1,1,0.88,1,0.92,0.92,1,0.92,0.96,0.88,0.96,1,1,0.96,0.88,0.88,0.92,1,0.92,0.92,0.88,0.84,1,0.92
+16,T_BF_PF_BCmean,0.88,0.96,0.92,0.88,0.92,0.96,0.92,0.92,0.92,1,0.96,0.92,0.92,0.96,0.96,0.88,0.96,0.88,0.96,0.92,0.88,0.88,0.88,0.96,0.92,0.88,1,0.92,0.96,1,1,0.92,1,0.96,0.96,0.88,0.96,1,0.92,0.92,0.96,1,0.92,0.96,0.88,0.96,0.92,0.88,0.96,0.92
+17,T_BF_PF_BCmedian,0.88,0.96,0.88,0.88,0.88,0.92,0.92,0.88,0.88,0.88,0.96,0.88,0.92,0.96,0.92,0.88,0.88,0.84,0.84,0.92,0.92,0.84,0.84,0.92,0.88,0.88,0.92,0.92,0.84,0.96,0.88,0.88,1,0.92,0.92,0.92,0.96,1,0.92,0.92,0.88,0.84,0.88,0.96,0.92,0.96,0.92,0.84,0.92,0.92
+18,T_BF_PFmean,0.88,0.96,0.92,0.88,0.92,0.96,0.96,0.92,0.92,1,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,1,0.92,0.88,0.92,0.92,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,1,0.92,0.96,0.96,1,0.92,0.96,0.92,0.96,0.96,0.88,0.96,0.92
+19,T_BF_PFmedian,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.88,0.84,0.84,0.92,0.84,0.88,0.92,0.88,0.84,0.88,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.92,0.84,0.88,0.84,0.88,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.88,0.84
+20,T_BFmean,0.92,0.96,0.92,0.88,0.92,0.96,1,0.96,0.88,1,0.96,0.92,0.92,0.96,0.96,0.84,0.96,0.92,1,0.92,0.84,0.92,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,1,0.96,0.92,0.96,0.96,0.96,0.92,1,0.92,0.96,0.96,0.88,0.96,0.96
+21,T_BFmedian,0.92,0.96,0.92,0.88,0.92,0.96,1,0.96,0.88,1,0.96,0.92,0.92,0.96,0.96,0.84,0.96,0.92,1,0.92,0.88,0.88,0.92,0.92,0.92,0.92,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,0.96,0.96,0.96,0.96,0.96,0.92,1,0.92,0.96,0.92,0.88,1,0.92
+22,T_PF_BCmean,0.88,0.96,0.92,0.88,0.92,0.96,0.96,0.96,0.88,1,0.96,0.92,0.92,0.96,0.96,0.88,0.92,0.92,1,0.92,0.88,0.88,0.92,0.96,0.92,0.88,0.96,0.96,0.96,1,1,0.96,1,0.92,0.96,0.88,1,1,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,0.92,0.88,0.96,0.92
+23,T_PF_BCmedian,0.88,1,0.92,0.88,0.96,1,0.92,0.96,0.88,1,1,0.88,0.96,1,0.96,0.88,0.96,0.92,0.92,0.92,0.92,0.88,0.84,1,0.92,0.96,1,1,0.88,1,0.92,0.92,1,0.92,0.96,0.88,0.96,1,1,0.96,0.88,0.88,0.92,1,0.92,0.92,0.88,0.84,1,0.92
+24,T_PFmean,0.92,0.96,0.92,0.88,0.92,0.96,1,0.96,0.92,1,0.96,0.92,0.92,0.96,0.96,0.84,0.96,0.92,1,0.92,0.88,0.92,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,1,1,0.92,0.96,0.96,1,0.92,1,0.92,0.96,0.96,0.88,0.96,0.96
+25,T_PFmedian,0.92,0.96,0.92,0.88,0.92,0.96,1,0.96,0.92,1,0.96,0.92,0.92,0.96,0.96,0.84,0.96,0.88,0.96,0.96,0.84,0.88,0.92,0.92,0.92,0.92,0.96,0.96,0.92,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,1,0.96,0.96,0.96,0.96,0.92,1,0.92,0.92,0.92,0.88,1,0.92
+26,Tigress,0.92,0.96,0.88,0.88,0.92,0.96,1,0.96,0.92,1,0.96,0.88,0.92,0.96,0.96,0.84,0.96,0.92,1,0.92,0.88,0.92,0.96,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.92,0.96,0.88,0.96,0.96,0.96,1,0.96,0.96,0.92,1,0.96,0.96,0.96,0.84,0.96,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..4e84b80
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim28Sub001,sim28Sub002,sim28Sub003,sim28Sub004,sim28Sub005,sim28Sub006,sim28Sub007,sim28Sub008,sim28Sub009,sim28Sub010,sim28Sub011,sim28Sub012,sim28Sub013,sim28Sub014,sim28Sub015,sim28Sub016,sim28Sub017,sim28Sub018,sim28Sub019,sim28Sub020,sim28Sub021,sim28Sub022,sim28Sub023,sim28Sub024,sim28Sub025,sim28Sub026,sim28Sub027,sim28Sub028,sim28Sub029,sim28Sub030,sim28Sub031,sim28Sub032,sim28Sub033,sim28Sub034,sim28Sub035,sim28Sub036,sim28Sub037,sim28Sub038,sim28Sub039,sim28Sub040,sim28Sub041,sim28Sub042,sim28Sub043,sim28Sub044,sim28Sub045,sim28Sub046,sim28Sub047,sim28Sub048,sim28Sub049,sim28Sub050
+1,BCohF,0.893333333333333,0.973333333333333,0.92,0.8,0.906666666666667,0.893333333333333,0.92,0.973333333333333,0.893333333333333,0.92,1,0.866666666666667,0.946666666666667,0.92,0.946666666666667,0.893333333333333,1,0.893333333333333,0.973333333333333,0.973333333333333,0.893333333333333,0.866666666666667,0.84,0.973333333333333,0.866666666666667,0.946666666666667,1,0.946666666666667,0.866666666666667,1,0.973333333333333,1,1,0.92,0.946666666666667,0.84,0.946666666666667,1,0.813333333333333,0.906666666666667,0.933333333333333,1,0.786666666666667,0.973333333333333,0.746666666666667,0.893333333333333,0.88,0.84,0.973333333333333,0.973333333333333
+2,BCorrU,0.92,1,0.893333333333333,0.88,0.786666666666667,0.986666666666667,0.866666666666667,0.946666666666667,0.72,0.973333333333333,1,0.893333333333333,0.866666666666667,0.973333333333333,0.866666666666667,0.84,0.933333333333333,0.813333333333333,0.986666666666667,0.84,0.84,0.8,0.706666666666667,0.92,0.813333333333333,0.88,1,0.973333333333333,0.893333333333333,0.92,0.96,0.946666666666667,1,1,0.786666666666667,0.706666666666667,0.973333333333333,1,0.906666666666667,0.92,0.84,0.946666666666667,0.84,1,0.866666666666667,0.76,0.853333333333333,0.733333333333333,0.866666666666667,0.946666666666667
+3,BF_BCmean,0.82,0.885,0.815,0.8,0.78,0.86,0.82,0.86,0.765,0.84,0.88,0.81,0.8,0.82,0.8,0.78,0.88,0.78,0.88,0.86,0.79,0.72,0.72,0.83,0.76,0.8,0.88,0.88,0.76,0.88,0.86,0.88,0.88,0.855,0.74,0.72,0.85,0.88,0.82,0.82,0.82,0.86,0.75,0.88,0.72,0.74,0.8,0.7,0.825,0.86
+4,BF_BCmedian,0.8,0.82,0.77,0.7,0.8,0.85,0.78,0.74,0.675,0.82,0.84,0.8,0.82,0.86,0.85,0.76,0.77,0.72,0.79,0.86,0.78,0.68,0.6,0.76,0.78,0.88,0.88,0.88,0.71,0.84,0.8,0.83,0.88,0.82,0.7,0.76,0.82,0.88,0.72,0.8,0.76,0.68,0.72,0.88,0.8,0.575,0.72,0.69,0.88,0.84
+5,BF_PF_BCmean,0.82,0.88,0.84,0.8,0.78,0.87,0.82,0.86,0.775,0.84,0.88,0.82,0.82,0.84,0.81,0.78,0.88,0.78,0.88,0.88,0.8,0.79,0.74,0.855,0.76,0.805,0.88,0.88,0.78,0.88,0.88,0.88,0.88,0.82,0.75,0.77,0.84,0.88,0.825,0.815,0.81,0.88,0.74,0.88,0.72,0.77,0.81,0.7,0.82,0.885
+6,BF_PF_BCmedian,0.8,0.82,0.8,0.7,0.78,0.79,0.8,0.8,0.84,0.82,0.82,0.76,0.845,0.85,0.84,0.76,0.78,0.73,0.78,0.88,0.8,0.76,0.69,0.76,0.8,0.86,0.88,0.83,0.76,0.86,0.75,0.8,0.86,0.82,0.68,0.83,0.8,0.88,0.675,0.76,0.78,0.65,0.7,0.8,0.84,0.615,0.68,0.7,0.88,0.84
+7,BF_PFmean,0.8,0.87,0.82,0.8,0.8,0.82,0.84,0.86,0.8,0.82,0.88,0.825,0.84,0.85,0.86,0.82,0.88,0.8,0.86,0.875,0.8,0.79,0.76,0.85,0.81,0.84,0.88,0.87,0.8,0.88,0.88,0.88,0.88,0.82,0.84,0.82,0.84,0.88,0.75,0.815,0.83,0.88,0.72,0.86,0.68,0.8,0.8,0.72,0.84,0.88
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diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_37.csv
new file mode 100644
index 0000000..c804097
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_73.csv
new file mode 100644
index 0000000..c804097
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_equal.csv
new file mode 100644
index 0000000..7dee85e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_equal.csv
@@ -0,0 +1,27 @@
+,sim28Sub001,sim28Sub002,sim28Sub003,sim28Sub004,sim28Sub005,sim28Sub006,sim28Sub007,sim28Sub008,sim28Sub009,sim28Sub010,sim28Sub011,sim28Sub012,sim28Sub013,sim28Sub014,sim28Sub015,sim28Sub016,sim28Sub017,sim28Sub018,sim28Sub019,sim28Sub020,sim28Sub021,sim28Sub022,sim28Sub023,sim28Sub024,sim28Sub025,sim28Sub026,sim28Sub027,sim28Sub028,sim28Sub029,sim28Sub030,sim28Sub031,sim28Sub032,sim28Sub033,sim28Sub034,sim28Sub035,sim28Sub036,sim28Sub037,sim28Sub038,sim28Sub039,sim28Sub040,sim28Sub041,sim28Sub042,sim28Sub043,sim28Sub044,sim28Sub045,sim28Sub046,sim28Sub047,sim28Sub048,sim28Sub049,sim28Sub050
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+23,0.89,1,0.915,0.8925,0.96,1,0.935,0.96,0.9025,1,1,0.9,0.96,1,0.97,0.835,0.97,0.905,0.935,0.93,0.935,0.865,0.805,1,0.88,0.965,1,1,0.88,1,0.935,0.945,1,0.945,0.945,0.8975,0.96,1,1,0.965,0.9,0.8925,0.8825,1,0.94,0.94,0.8825,0.845,1,0.94
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diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_37.csv
new file mode 100644
index 0000000..6272bd6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.908
+3,BF_BCmean,0.834
+4,BF_BCmedian,0.828
+5,BF_PF_BCmean,0.834
+6,BF_PF_BCmedian,0.828
+7,BF_PFmean,0.8355
+8,BF_PFmedian,0.828
+9,PCohF,0.928
+10,PF_BCmean,0.8325
+11,PF_BCmedian,0.828
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.95775
+15,T_BF_BCmedian,0.9305
+16,T_BF_PF_BCmean,0.93425
+17,T_BF_PF_BCmedian,0.91175
+18,T_BF_PFmean,0.94875
+19,T_BF_PFmedian,0.84675
+20,T_BFmean,0.963
+21,T_BFmedian,0.9615
+22,T_PF_BCmean,0.9585
+23,T_PF_BCmedian,0.9335
+24,T_PFmean,0.963
+25,T_PFmedian,0.9615
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_73.csv
new file mode 100644
index 0000000..6272bd6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.908
+3,BF_BCmean,0.834
+4,BF_BCmedian,0.828
+5,BF_PF_BCmean,0.834
+6,BF_PF_BCmedian,0.828
+7,BF_PFmean,0.8355
+8,BF_PFmedian,0.828
+9,PCohF,0.928
+10,PF_BCmean,0.8325
+11,PF_BCmedian,0.828
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.95775
+15,T_BF_BCmedian,0.9305
+16,T_BF_PF_BCmean,0.93425
+17,T_BF_PF_BCmedian,0.91175
+18,T_BF_PFmean,0.94875
+19,T_BF_PFmedian,0.84675
+20,T_BFmean,0.963
+21,T_BFmedian,0.9615
+22,T_PF_BCmean,0.9585
+23,T_PF_BCmedian,0.9335
+24,T_PFmean,0.963
+25,T_PFmedian,0.9615
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_equal.csv
new file mode 100644
index 0000000..3d70f1c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.9
+3,BF_BCmean,0.83
+4,BF_BCmedian,0.82
+5,BF_PF_BCmean,0.83
+6,BF_PF_BCmedian,0.82
+7,BF_PFmean,0.83625
+8,BF_PFmedian,0.82
+9,PCohF,0.933333333333334
+10,PF_BCmean,0.82875
+11,PF_BCmedian,0.82
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.95625
+15,T_BF_BCmedian,0.9375
+16,T_BF_PF_BCmean,0.94
+17,T_BF_PF_BCmedian,0.91125
+18,T_BF_PFmean,0.9475
+19,T_BF_PFmedian,0.84875
+20,T_BFmean,0.965
+21,T_BFmedian,0.9625
+22,T_PF_BCmean,0.9575
+23,T_PF_BCmedian,0.9425
+24,T_PFmean,0.965
+25,T_PFmedian,0.9625
+26,Tigress,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..20dec79
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..2af6b3b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.893333333333333
+3,BF_BCmean,0.82
+4,BF_BCmedian,0.8
+5,BF_PF_BCmean,0.82
+6,BF_PF_BCmedian,0.8
+7,BF_PFmean,0.835
+8,BF_PFmedian,0.8
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.82
+11,PF_BCmedian,0.8
+12,T_BCmean,0.97
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.97
+15,T_BF_BCmedian,0.95
+16,T_BF_PF_BCmean,0.9475
+17,T_BF_PF_BCmedian,0.9275
+18,T_BF_PFmean,0.97
+19,T_BF_PFmedian,0.8475
+20,T_BFmean,0.97
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.97
+23,T_PF_BCmedian,0.96
+24,T_PFmean,0.97
+25,T_PFmedian,0.97
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_37.csv
new file mode 100644
index 0000000..8ce996a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.288
+2,BCorrU,44.176
+3,BF_BCmean,41.6165
+4,BF_BCmedian,41.095
+5,BF_PF_BCmean,41.642
+6,BF_PF_BCmedian,41.1445
+7,BF_PFmean,41.7405
+8,BF_PFmedian,41.0965
+9,PCohF,46.336
+10,PF_BCmean,41.6295
+11,PF_BCmedian,41.1295
+12,T_BCmean,47.1325
+13,T_BCmedian,46.975
+14,T_BF_BCmean,47.054
+15,T_BF_BCmedian,46.7605
+16,T_BF_PF_BCmean,46.802
+17,T_BF_PF_BCmedian,45.3675
+18,T_BF_PFmean,47.165
+19,T_BF_PFmedian,42.5955
+20,T_BFmean,47.3285
+21,T_BFmedian,47.147
+22,T_PF_BCmean,47.0885
+23,T_PF_BCmedian,46.955
+24,T_PFmean,47.454
+25,T_PFmedian,47.1375
+26,Tigress,47.3485
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_73.csv
new file mode 100644
index 0000000..8ce996a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.288
+2,BCorrU,44.176
+3,BF_BCmean,41.6165
+4,BF_BCmedian,41.095
+5,BF_PF_BCmean,41.642
+6,BF_PF_BCmedian,41.1445
+7,BF_PFmean,41.7405
+8,BF_PFmedian,41.0965
+9,PCohF,46.336
+10,PF_BCmean,41.6295
+11,PF_BCmedian,41.1295
+12,T_BCmean,47.1325
+13,T_BCmedian,46.975
+14,T_BF_BCmean,47.054
+15,T_BF_BCmedian,46.7605
+16,T_BF_PF_BCmean,46.802
+17,T_BF_PF_BCmedian,45.3675
+18,T_BF_PFmean,47.165
+19,T_BF_PFmedian,42.5955
+20,T_BFmean,47.3285
+21,T_BFmedian,47.147
+22,T_PF_BCmean,47.0885
+23,T_PF_BCmedian,46.955
+24,T_PFmean,47.454
+25,T_PFmedian,47.1375
+26,Tigress,47.3485
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..c6efbdb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.5066666666667
+2,BCorrU,44.2933333333333
+3,BF_BCmean,41.3875
+4,BF_BCmedian,40.545
+5,BF_PF_BCmean,41.51
+6,BF_PF_BCmedian,40.6275
+7,BF_PFmean,41.6475
+8,BF_PFmedian,40.7075
+9,PCohF,46.56
+10,PF_BCmean,41.4625
+11,PF_BCmedian,40.6825
+12,T_BCmean,47.2475
+13,T_BCmedian,47.065
+14,T_BF_BCmean,47.09
+15,T_BF_BCmedian,46.7875
+16,T_BF_PF_BCmean,46.83
+17,T_BF_PF_BCmedian,45.4525
+18,T_BF_PFmean,47.275
+19,T_BF_PFmedian,42.4325
+20,T_BFmean,47.4675
+21,T_BFmedian,47.245
+22,T_PF_BCmean,47.1475
+23,T_PF_BCmedian,47.005
+24,T_PFmean,47.57
+25,T_PFmedian,47.2825
+26,Tigress,47.4475
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..d38d9c2
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.96
+2,BCorrU,44
+3,BF_BCmean,41.96
+4,BF_BCmedian,41.92
+5,BF_PF_BCmean,41.84
+6,BF_PF_BCmedian,41.92
+7,BF_PFmean,41.88
+8,BF_PFmedian,41.68
+9,PCohF,46
+10,PF_BCmean,41.88
+11,PF_BCmedian,41.8
+12,T_BCmean,46.96
+13,T_BCmedian,46.84
+14,T_BF_BCmean,47
+15,T_BF_BCmedian,46.72
+16,T_BF_PF_BCmean,46.76
+17,T_BF_PF_BCmedian,45.24
+18,T_BF_PFmean,47
+19,T_BF_PFmedian,42.84
+20,T_BFmean,47.12
+21,T_BFmedian,47
+22,T_PF_BCmean,47
+23,T_PF_BCmedian,46.88
+24,T_PFmean,47.28
+25,T_PFmedian,46.92
+26,Tigress,47.2
diff --git a/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..a076f1a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim28/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.0533333333333
+2,BCorrU,44.5866666666667
+3,BF_BCmean,40.815
+4,BF_BCmedian,39.17
+5,BF_PF_BCmean,41.18
+6,BF_PF_BCmedian,39.335
+7,BF_PFmean,41.415
+8,BF_PFmedian,39.735
+9,PCohF,47.12
+10,PF_BCmean,41.045
+11,PF_BCmedian,39.565
+12,T_BCmean,47.535
+13,T_BCmedian,47.29
+14,T_BF_BCmean,47.18
+15,T_BF_BCmedian,46.855
+16,T_BF_PF_BCmean,46.9
+17,T_BF_PF_BCmedian,45.665
+18,T_BF_PFmean,47.55
+19,T_BF_PFmedian,42.025
+20,T_BFmean,47.815
+21,T_BFmedian,47.49
+22,T_PF_BCmean,47.295
+23,T_PF_BCmedian,47.13
+24,T_PFmean,47.86
+25,T_PFmedian,47.645
+26,Tigress,47.695
diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..a7b2e78
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim3Sub001,sim3Sub002,sim3Sub003,sim3Sub004,sim3Sub005,sim3Sub006,sim3Sub007,sim3Sub008,sim3Sub009,sim3Sub010,sim3Sub011,sim3Sub012,sim3Sub013,sim3Sub014,sim3Sub015,sim3Sub016,sim3Sub017,sim3Sub018,sim3Sub019,sim3Sub020,sim3Sub021,sim3Sub022,sim3Sub023,sim3Sub024,sim3Sub025,sim3Sub026,sim3Sub027,sim3Sub028,sim3Sub029,sim3Sub030,sim3Sub031,sim3Sub032,sim3Sub033,sim3Sub034,sim3Sub035,sim3Sub036,sim3Sub037,sim3Sub038,sim3Sub039,sim3Sub040,sim3Sub041,sim3Sub042,sim3Sub043,sim3Sub044,sim3Sub045,sim3Sub046,sim3Sub047,sim3Sub048,sim3Sub049,sim3Sub050
+1,BCohF,0.928888888888889,0.937777777777778,0.92,0.937777777777778,0.911111111111111,0.928888888888889,0.893333333333333,0.92,0.928888888888889,0.946666666666667,0.92,0.937777777777778,0.946666666666667,0.911111111111111,0.946666666666667,0.911111111111111,0.928888888888889,0.928888888888889,0.937777777777778,0.928888888888889,0.937777777777778,0.92,0.928888888888889,0.92,0.937777777777778,0.946666666666667,0.928888888888889,0.92,0.937777777777778,0.928888888888889,0.937777777777778,0.884444444444444,0.946666666666667,0.928888888888889,0.92,0.928888888888889,0.911111111111111,0.92,0.946666666666667,0.902222222222222,0.902222222222222,0.911111111111111,0.911111111111111,0.911111111111111,0.92,0.893333333333333,0.893333333333333,0.928888888888889,0.937777777777778,0.92
+2,BCorrU,0.911111111111111,0.92,0.875555555555556,0.928888888888889,0.902222222222222,0.875555555555556,0.884444444444444,0.911111111111111,0.92,0.92,0.92,0.884444444444444,0.92,0.955555555555556,0.92,0.928888888888889,0.911111111111111,0.911111111111111,0.92,0.946666666666667,0.893333333333333,0.911111111111111,0.893333333333333,0.92,0.893333333333333,0.92,0.893333333333333,0.875555555555556,0.911111111111111,0.902222222222222,0.911111111111111,0.866666666666667,0.902222222222222,0.902222222222222,0.893333333333333,0.884444444444444,0.884444444444444,0.92,0.92,0.92,0.875555555555556,0.911111111111111,0.902222222222222,0.92,0.893333333333333,0.884444444444444,0.893333333333333,0.911111111111111,0.937777777777778,0.911111111111111
+3,BF_BCmean,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444
+4,BF_BCmedian,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.924444444444444,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.92
+5,BF_PF_BCmean,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.92,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444,0.924444444444444
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..881c475
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_37.csv
new file mode 100644
index 0000000..374e118
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_73.csv
new file mode 100644
index 0000000..374e118
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_equal.csv
new file mode 100644
index 0000000..cdc7122
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_37.csv
new file mode 100644
index 0000000..387d292
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922992945326279
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_73.csv
new file mode 100644
index 0000000..387d292
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922992945326279
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_equal.csv
new file mode 100644
index 0000000..8aa5c29
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922263374485597
+2,BCorrU,0.890114638447972
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..e2be4a3
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.928888888888889
+2,BCorrU,0.911111111111111
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..e2849a0
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922839506172839
+2,BCorrU,0.874485596707819
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diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_37.csv
new file mode 100644
index 0000000..1f99067
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.1330194003527
+2,BCorrU,44.9088571428571
+3,BF_BCmean,45.541344605475
+4,BF_BCmedian,43.5292624798712
+5,BF_PF_BCmean,45.5923800322061
+6,BF_PF_BCmedian,43.5576731078905
+7,BF_PFmean,45.5559066022544
+8,BF_PFmedian,43.5769677938808
+9,PCohF,45.9892169312169
+10,PF_BCmean,45.4642109500805
+11,PF_BCmedian,43.4166505636071
+12,T_BCmean,47.841230273752
+13,T_BCmedian,47.563652173913
+14,T_BF_BCmean,47.8258405797101
+15,T_BF_BCmedian,47.1826714975845
+16,T_BF_PF_BCmean,47.8139806763285
+17,T_BF_PF_BCmedian,46.6586972624799
+18,T_BF_PFmean,47.8155475040258
+19,T_BF_PFmedian,44.782
+20,T_BFmean,47.891114331723
+21,T_BFmedian,47.6867938808374
+22,T_PF_BCmean,47.8006231884058
+23,T_PF_BCmedian,47.332309178744
+24,T_PFmean,47.8372109500805
+25,T_PFmedian,47.6514267310789
+26,Tigress,47.753421900161
diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_73.csv
new file mode 100644
index 0000000..1f99067
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.1330194003527
+2,BCorrU,44.9088571428571
+3,BF_BCmean,45.541344605475
+4,BF_BCmedian,43.5292624798712
+5,BF_PF_BCmean,45.5923800322061
+6,BF_PF_BCmedian,43.5576731078905
+7,BF_PFmean,45.5559066022544
+8,BF_PFmedian,43.5769677938808
+9,PCohF,45.9892169312169
+10,PF_BCmean,45.4642109500805
+11,PF_BCmedian,43.4166505636071
+12,T_BCmean,47.841230273752
+13,T_BCmedian,47.563652173913
+14,T_BF_BCmean,47.8258405797101
+15,T_BF_BCmedian,47.1826714975845
+16,T_BF_PF_BCmean,47.8139806763285
+17,T_BF_PF_BCmedian,46.6586972624799
+18,T_BF_PFmean,47.8155475040258
+19,T_BF_PFmedian,44.782
+20,T_BFmean,47.891114331723
+21,T_BFmedian,47.6867938808374
+22,T_PF_BCmean,47.8006231884058
+23,T_PF_BCmedian,47.332309178744
+24,T_PFmean,47.8372109500805
+25,T_PFmedian,47.6514267310789
+26,Tigress,47.753421900161
diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..9fdcb2d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.0794767783657
+2,BCorrU,44.6317989417989
+3,BF_BCmean,45.0874261943102
+4,BF_BCmedian,41.7458078368223
+5,BF_PF_BCmean,45.175448201825
+6,BF_PF_BCmedian,41.7961218464842
+7,BF_PFmean,45.1146591519055
+8,BF_PFmedian,41.8253166935051
+9,PCohF,45.7627689594356
+10,PF_BCmean,44.958870101986
+11,PF_BCmedian,41.5610842726785
+12,T_BCmean,47.7442726784756
+13,T_BCmedian,47.3349758454106
+14,T_BF_BCmean,47.7215861513688
+15,T_BF_BCmedian,46.928156199678
+16,T_BF_PF_BCmean,47.6870048309179
+17,T_BF_PF_BCmedian,46.3037546967257
+18,T_BF_PFmean,47.7222088030059
+19,T_BF_PFmedian,43.6114814814815
+20,T_BFmean,47.8155609232421
+21,T_BFmedian,47.5313231347289
+22,T_PF_BCmean,47.6943719806763
+23,T_PF_BCmedian,47.1034782608696
+24,T_PFmean,47.7464626945786
+25,T_PFmedian,47.4990445517982
+26,Tigress,47.6631105743425
diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..a2ba97d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.2133333333333
+2,BCorrU,45.3244444444444
+3,BF_BCmean,46.2222222222222
+4,BF_BCmedian,46.2044444444444
+5,BF_PF_BCmean,46.2177777777778
+6,BF_PF_BCmedian,46.2
+7,BF_PFmean,46.2177777777778
+8,BF_PFmedian,46.2044444444444
+9,PCohF,46.3288888888889
+10,PF_BCmean,46.2222222222222
+11,PF_BCmedian,46.2
+12,T_BCmean,47.9866666666667
+13,T_BCmedian,47.9066666666667
+14,T_BF_BCmean,47.9822222222222
+15,T_BF_BCmedian,47.5644444444444
+16,T_BF_PF_BCmean,48.0044444444444
+17,T_BF_PF_BCmedian,47.1911111111111
+18,T_BF_PFmean,47.9555555555556
+19,T_BF_PFmedian,46.5377777777778
+20,T_BFmean,48.0044444444444
+21,T_BFmedian,47.92
+22,T_PF_BCmean,47.96
+23,T_PF_BCmedian,47.6755555555556
+24,T_PFmean,47.9733333333333
+25,T_PFmedian,47.88
+26,Tigress,47.8888888888889
diff --git a/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..e2ad093
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim3/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.945620223398
+2,BCorrU,43.9391534391534
+3,BF_BCmean,43.9526301663983
+4,BF_BCmedian,37.2871712292002
+5,BF_PF_BCmean,44.1331186258723
+6,BF_PF_BCmedian,37.3922436929683
+7,BF_PFmean,44.0115405260333
+8,BF_PFmedian,37.4461889425658
+9,PCohF,45.1966490299824
+10,PF_BCmean,43.6955179817499
+11,PF_BCmedian,36.922168545357
+12,T_BCmean,47.5018786902845
+13,T_BCmedian,46.7632850241546
+14,T_BF_BCmean,47.4609500805153
+15,T_BF_BCmedian,46.2918679549115
+16,T_BF_PF_BCmean,47.3695652173913
+17,T_BF_PF_BCmedian,45.4163982823403
+18,T_BF_PFmean,47.4888620504563
+19,T_BF_PFmedian,40.6851851851852
+20,T_BFmean,47.6266774020397
+21,T_BFmedian,47.1426462694579
+22,T_PF_BCmean,47.4287439613527
+23,T_PF_BCmedian,46.5314009661836
+24,T_PFmean,47.5195920558239
+25,T_PFmedian,47.1180891035964
+26,Tigress,47.437332259796
diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..b625fb1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim4Sub001,sim4Sub002,sim4Sub003,sim4Sub004,sim4Sub005,sim4Sub006,sim4Sub007,sim4Sub008,sim4Sub009,sim4Sub010,sim4Sub011,sim4Sub012,sim4Sub013,sim4Sub014,sim4Sub015,sim4Sub016,sim4Sub017,sim4Sub018,sim4Sub019,sim4Sub020,sim4Sub021,sim4Sub022,sim4Sub023,sim4Sub024,sim4Sub025,sim4Sub026,sim4Sub027,sim4Sub028,sim4Sub029,sim4Sub030,sim4Sub031,sim4Sub032,sim4Sub033,sim4Sub034,sim4Sub035,sim4Sub036,sim4Sub037,sim4Sub038,sim4Sub039,sim4Sub040,sim4Sub041,sim4Sub042,sim4Sub043,sim4Sub044,sim4Sub045,sim4Sub046,sim4Sub047,sim4Sub048,sim4Sub049,sim4Sub050
+1,BCohF,0.9696,0.9696,0.9688,0.9688,0.9688,0.9696,0.9656,0.9704,0.9704,0.9704,0.9696,0.9696,0.9704,0.9696,0.972,0.9696,0.9712,0.9648,0.9688,0.9656,0.9728,0.9688,0.9752,0.968,0.9752,0.9688,0.968,0.9688,0.9704,0.9648,0.9664,0.9712,0.9672,0.9744,0.9632,0.9688,0.9696,0.9696,0.9728,0.9672,0.9656,0.9664,0.9728,0.9744,0.9664,0.9664,0.9688,0.972,0.968,0.964
+2,BCorrU,0.9664,0.964,0.9624,0.9624,0.964,0.9648,0.9608,0.9568,0.9616,0.9616,0.9608,0.9616,0.9672,0.964,0.9632,0.9648,0.9584,0.9648,0.9656,0.96,0.96,0.9624,0.9688,0.964,0.9656,0.9608,0.9624,0.9608,0.9672,0.9608,0.9616,0.9656,0.956,0.9592,0.9632,0.9704,0.9648,0.9624,0.9608,0.9648,0.9592,0.9608,0.96,0.9624,0.964,0.96,0.9632,0.9648,0.9624,0.9616
+3,BF_BCmean,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976
+4,BF_BCmedian,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.9756,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976
+5,BF_PF_BCmean,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976
+6,BF_PF_BCmedian,0.9756,0.976,0.976,0.976,0.976,0.9756,0.9756,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.976,0.9756,0.9756,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976
+7,BF_PFmean,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976
+8,BF_PFmedian,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.9756,0.976,0.976,0.976,0.976
+9,PCohF,0.9712,0.9688,0.9672,0.9704,0.964,0.9632,0.9648,0.9672,0.9656,0.9656,0.968,0.9704,0.9656,0.9632,0.9696,0.968,0.9696,0.9624,0.968,0.9616,0.968,0.9688,0.9696,0.9664,0.9696,0.964,0.9632,0.96,0.972,0.964,0.9632,0.9712,0.9624,0.968,0.9608,0.9672,0.9672,0.9696,0.9688,0.9672,0.9632,0.9648,0.9632,0.9712,0.9608,0.9616,0.9672,0.9704,0.9672,0.9616
+10,PF_BCmean,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976
+11,PF_BCmedian,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.9756,0.9756,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.976,0.9756,0.976,0.976,0.976,0.976,0.976
+12,T_BCmean,0.9856,0.9872,0.99,0.9868,0.9848,0.99,0.9856,0.9856,0.984,0.986,0.9856,0.986,0.9856,0.9872,0.988,0.988,0.986,0.9848,0.9872,0.9876,0.9852,0.9872,0.9876,0.9856,0.9864,0.9876,0.9868,0.9864,0.9868,0.9848,0.9844,0.988,0.9876,0.9872,0.9832,0.9892,0.9876,0.988,0.988,0.986,0.9856,0.988,0.9868,0.986,0.9884,0.9864,0.9876,0.9876,0.9876,0.986
+13,T_BCmedian,0.984,0.9864,0.9876,0.986,0.984,0.9888,0.986,0.986,0.9836,0.9852,0.9852,0.9856,0.9852,0.9868,0.9864,0.9872,0.9856,0.984,0.9872,0.9876,0.9844,0.9868,0.9872,0.9856,0.986,0.9864,0.9848,0.986,0.9864,0.9856,0.9828,0.9884,0.9872,0.9868,0.9832,0.9884,0.988,0.9864,0.988,0.9864,0.9852,0.9868,0.9856,0.9844,0.9892,0.9852,0.9868,0.9876,0.988,0.9848
+14,T_BF_BCmean,0.986,0.9876,0.9888,0.9868,0.9848,0.9904,0.9856,0.986,0.9844,0.986,0.9856,0.9856,0.9856,0.9872,0.9884,0.988,0.9868,0.9844,0.9872,0.988,0.986,0.9868,0.9872,0.986,0.9872,0.9868,0.9868,0.9864,0.9872,0.986,0.984,0.9884,0.9876,0.9868,0.9836,0.9888,0.9876,0.9884,0.988,0.986,0.9856,0.9876,0.9868,0.9872,0.9888,0.9864,0.9868,0.9876,0.9868,0.9864
+15,T_BF_BCmedian,0.9808,0.9836,0.9844,0.9832,0.9816,0.9872,0.984,0.984,0.9824,0.982,0.9824,0.9848,0.9848,0.9856,0.9864,0.9848,0.9832,0.984,0.9852,0.9828,0.9832,0.9832,0.9812,0.9832,0.9836,0.9824,0.982,0.9812,0.9856,0.9848,0.9812,0.9872,0.9848,0.9864,0.9812,0.9856,0.9844,0.982,0.9832,0.984,0.9816,0.9828,0.9848,0.9796,0.9852,0.9864,0.984,0.9832,0.9848,0.9828
+16,T_BF_PF_BCmean,0.9864,0.9872,0.9876,0.986,0.9848,0.9896,0.9856,0.9856,0.984,0.9864,0.986,0.9852,0.9864,0.9876,0.9888,0.9876,0.9872,0.9844,0.9868,0.9872,0.986,0.9864,0.988,0.9856,0.9872,0.9864,0.986,0.9872,0.988,0.986,0.9848,0.9884,0.9868,0.9864,0.9844,0.988,0.9872,0.988,0.9876,0.986,0.9856,0.9864,0.9864,0.9872,0.9888,0.9868,0.9864,0.9872,0.9872,0.9868
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..4814f59
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim4Sub001,sim4Sub002,sim4Sub003,sim4Sub004,sim4Sub005,sim4Sub006,sim4Sub007,sim4Sub008,sim4Sub009,sim4Sub010,sim4Sub011,sim4Sub012,sim4Sub013,sim4Sub014,sim4Sub015,sim4Sub016,sim4Sub017,sim4Sub018,sim4Sub019,sim4Sub020,sim4Sub021,sim4Sub022,sim4Sub023,sim4Sub024,sim4Sub025,sim4Sub026,sim4Sub027,sim4Sub028,sim4Sub029,sim4Sub030,sim4Sub031,sim4Sub032,sim4Sub033,sim4Sub034,sim4Sub035,sim4Sub036,sim4Sub037,sim4Sub038,sim4Sub039,sim4Sub040,sim4Sub041,sim4Sub042,sim4Sub043,sim4Sub044,sim4Sub045,sim4Sub046,sim4Sub047,sim4Sub048,sim4Sub049,sim4Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_37.csv
new file mode 100644
index 0000000..c724486
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_73.csv
new file mode 100644
index 0000000..c724486
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_73.csv
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_equal.csv
new file mode 100644
index 0000000..00edf27
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_37.csv
new file mode 100644
index 0000000..381eafc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.955205733430766
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_73.csv
new file mode 100644
index 0000000..381eafc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.955205733430766
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_equal.csv
new file mode 100644
index 0000000..c85cf48
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.946142889051276
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..30f1c5c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.9692
+2,BCorrU,0.9624
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..9dee095
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.922910146286313
+2,BCorrU,0.877273228639579
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diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_37.csv
new file mode 100644
index 0000000..f1f7d22
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.7582135664355
+2,BCorrU,46.8489713708999
+3,BF_BCmean,47.7464708729054
+4,BF_BCmedian,45.6436769221463
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+6,BF_PF_BCmedian,45.5584971169318
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+14,T_BF_BCmean,48.9442779400319
+15,T_BF_BCmedian,48.4553307982981
+16,T_BF_PF_BCmean,48.9219044494183
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+18,T_BF_PFmean,49.0024835513076
+19,T_BF_PFmedian,46.9282657375033
+20,T_BFmean,49.0643017514569
+21,T_BFmedian,48.8384368923033
+22,T_PF_BCmean,48.9383500373036
+23,T_PF_BCmedian,48.5259262347509
+24,T_PFmean,49.0431574085052
+25,T_PFmedian,48.8596866114169
+26,Tigress,49.0594843869094
diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_73.csv
new file mode 100644
index 0000000..f1f7d22
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.7582135664355
+2,BCorrU,46.8489713708999
+3,BF_BCmean,47.7464708729054
+4,BF_BCmedian,45.6436769221463
+5,BF_PF_BCmean,47.8061885330591
+6,BF_PF_BCmedian,45.5584971169318
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+9,PCohF,47.1568383824401
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+11,PF_BCmedian,45.4296415574779
+12,T_BCmean,48.9650666731192
+13,T_BCmedian,48.6515111543968
+14,T_BF_BCmean,48.9442779400319
+15,T_BF_BCmedian,48.4553307982981
+16,T_BF_PF_BCmean,48.9219044494183
+17,T_BF_PF_BCmedian,48.1748334837578
+18,T_BF_PFmean,49.0024835513076
+19,T_BF_PFmedian,46.9282657375033
+20,T_BFmean,49.0643017514569
+21,T_BFmedian,48.8384368923033
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+23,T_PF_BCmedian,48.5259262347509
+24,T_PFmean,49.0431574085052
+25,T_PFmedian,48.8596866114169
+26,Tigress,49.0594843869094
diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..b8ddf36
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,47.2908892773925
+2,BCorrU,45.9914856181665
+3,BF_BCmean,47.0441181215091
+4,BF_BCmedian,43.5421282035771
+5,BF_PF_BCmean,47.1441808884318
+6,BF_PF_BCmedian,43.4006951948864
+7,BF_PFmean,47.0870290444216
+8,BF_PFmedian,43.4289453054531
+9,PCohF,46.3835306374002
+10,PF_BCmean,46.7902499290895
+11,PF_BCmedian,43.1843359291298
+12,T_BCmean,48.7183111218653
+13,T_BCmedian,48.2146519239946
+14,T_BF_BCmean,48.6812632333864
+15,T_BF_BCmedian,47.9703513304969
+16,T_BF_PF_BCmean,48.6474407490304
+17,T_BF_PF_BCmedian,47.6049891395963
+18,T_BF_PFmean,48.7857392521794
+19,T_BF_PFmedian,45.6489762291721
+20,T_BFmean,48.8887695857614
+21,T_BFmedian,48.5253948205056
+22,T_PF_BCmean,48.6745833955061
+23,T_PF_BCmedian,48.0381437245848
+24,T_PFmean,48.8628623475087
+25,T_PFmedian,48.5653443523616
+26,Tigress,48.9044739781824
diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..f63b20f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.4592
+2,BCorrU,48.1352
+3,BF_BCmean,48.8
+4,BF_BCmedian,48.796
+5,BF_PF_BCmean,48.7992
+6,BF_PF_BCmedian,48.7952
+7,BF_PFmean,48.7996
+8,BF_PFmedian,48.7968
+9,PCohF,48.3168
+10,PF_BCmean,48.7996
+11,PF_BCmedian,48.7976
+12,T_BCmean,49.3352
+13,T_BCmedian,49.3068
+14,T_BF_BCmean,49.3388
+15,T_BF_BCmedian,49.1828
+16,T_BF_PF_BCmean,49.3336
+17,T_BF_PF_BCmedian,49.0296
+18,T_BF_PFmean,49.3276
+19,T_BF_PFmedian,48.8472
+20,T_BFmean,49.3276
+21,T_BFmedian,49.308
+22,T_PF_BCmean,49.334
+23,T_PF_BCmedian,49.2576
+24,T_PFmean,49.3136
+25,T_PFmedian,49.3012
+26,Tigress,49.292
diff --git a/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..d5580e1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim4/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,46.122578554785
+2,BCorrU,43.8477712363331
+3,BF_BCmean,45.2882362430182
+4,BF_BCmedian,38.2882564071542
+5,BF_PF_BCmean,45.4891617768637
+6,BF_PF_BCmedian,38.0061903897727
+7,BF_PFmean,45.3744580888432
+8,BF_PFmedian,38.0610906109061
+9,PCohF,44.4502612748004
+10,PF_BCmean,44.7808998581789
+11,PF_BCmedian,37.5710718582596
+12,T_BCmean,48.1014222437306
+13,T_BCmedian,47.1225038479893
+14,T_BF_BCmean,48.0237264667729
+15,T_BF_BCmedian,46.7579026609938
+16,T_BF_PF_BCmean,47.9612814980609
+17,T_BF_PF_BCmedian,46.1803782791926
+18,T_BF_PFmean,48.2438785043588
+19,T_BF_PFmedian,42.4507524583442
+20,T_BFmean,48.4499391715229
+21,T_BFmedian,47.7427896410112
+22,T_PF_BCmean,48.0151667910122
+23,T_PF_BCmedian,46.8186874491696
+24,T_PFmean,48.4121246950174
+25,T_PFmedian,47.8294887047231
+26,Tigress,48.5169479563648
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..681bac8
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim5Sub001,sim5Sub002,sim5Sub003,sim5Sub004,sim5Sub005,sim5Sub006,sim5Sub007,sim5Sub008,sim5Sub009,sim5Sub010,sim5Sub011,sim5Sub012,sim5Sub013,sim5Sub014,sim5Sub015,sim5Sub016,sim5Sub017,sim5Sub018,sim5Sub019,sim5Sub020,sim5Sub021,sim5Sub022,sim5Sub023,sim5Sub024,sim5Sub025,sim5Sub026,sim5Sub027,sim5Sub028,sim5Sub029,sim5Sub030,sim5Sub031,sim5Sub032,sim5Sub033,sim5Sub034,sim5Sub035,sim5Sub036,sim5Sub037,sim5Sub038,sim5Sub039,sim5Sub040,sim5Sub041,sim5Sub042,sim5Sub043,sim5Sub044,sim5Sub045,sim5Sub046,sim5Sub047,sim5Sub048,sim5Sub049,sim5Sub050
+1,BCohF,1,1,1,1,0.92,1,1,1,1,0.92,0.92,1,0.92,1,1,1,1,1,1,1,0.92,1,0.84,0.92,1,1,1,1,1,1,1,1,1,0.92,0.92,0.92,1,1,1,1,1,1,1,1,1,0.92,0.92,0.84,1,0.92
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+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84
+9,PCohF,1,1,1,1,1,1,1,1,1,0.92,1,1,0.92,1,1,1,1,1,1,1,1,1,0.84,1,1,1,1,1,1,1,1,1,1,0.92,0.92,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84
+12,T_BCmean,0.96,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1
+13,T_BCmedian,0.96,0.96,0.96,1,0.96,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96
+14,T_BF_BCmean,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+15,T_BF_BCmedian,0.92,0.92,0.96,0.92,1,0.92,0.96,0.96,0.96,1,0.88,1,0.96,0.92,0.92,0.92,0.96,1,0.96,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.88,0.92,0.92,1,0.96,0.92,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,1,0.92,0.96,0.92,0.92,1,0.96,1,1
+16,T_BF_PF_BCmean,0.96,1,1,1,1,0.96,0.96,1,0.96,0.96,0.92,0.96,0.96,0.96,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,1,0.96,1,0.96,0.96,1,0.96,0.96,1
+17,T_BF_PF_BCmedian,0.88,0.88,0.96,0.92,0.92,0.88,0.92,0.96,0.92,0.96,0.84,0.96,0.88,0.96,0.96,0.92,0.92,0.96,0.96,0.96,0.96,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.88,0.88,0.96,0.96,0.88,0.92,0.88,0.96,0.92,0.96,0.92,0.92,0.96,0.96,0.92,0.96,0.84,0.88,0.88,0.88,1,0.96
+18,T_BF_PFmean,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+19,T_BF_PFmedian,0.88,0.84,0.84,0.88,0.88,0.84,0.88,0.88,0.88,0.88,0.84,0.84,0.84,0.88,0.88,0.88,0.88,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.92,0.84,0.88,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.88,0.88,0.88,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84
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+21,T_BFmedian,0.96,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+22,T_PF_BCmean,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+23,T_PF_BCmedian,0.96,0.92,0.96,0.92,1,0.92,0.96,0.96,0.96,1,0.92,1,1,0.92,0.92,0.96,0.96,1,0.96,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.92,1,0.96,0.92,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,1,0.92,0.96,0.92,0.92,1,0.96,1,1
+24,T_PFmean,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,1,1,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1
+25,T_PFmedian,0.96,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.92,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
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diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..e5b8f3c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim5Sub001,sim5Sub002,sim5Sub003,sim5Sub004,sim5Sub005,sim5Sub006,sim5Sub007,sim5Sub008,sim5Sub009,sim5Sub010,sim5Sub011,sim5Sub012,sim5Sub013,sim5Sub014,sim5Sub015,sim5Sub016,sim5Sub017,sim5Sub018,sim5Sub019,sim5Sub020,sim5Sub021,sim5Sub022,sim5Sub023,sim5Sub024,sim5Sub025,sim5Sub026,sim5Sub027,sim5Sub028,sim5Sub029,sim5Sub030,sim5Sub031,sim5Sub032,sim5Sub033,sim5Sub034,sim5Sub035,sim5Sub036,sim5Sub037,sim5Sub038,sim5Sub039,sim5Sub040,sim5Sub041,sim5Sub042,sim5Sub043,sim5Sub044,sim5Sub045,sim5Sub046,sim5Sub047,sim5Sub048,sim5Sub049,sim5Sub050
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+24,T_PFmean,0.99,1,1,1,1,0.97,0.97,0.99,0.97,0.98,0.955,0.97,0.97,0.96,1,1,0.98,0.97,0.97,1,0.98,0.98,0.97,0.97,0.97,1,1,1,1,1,0.98,0.98,0.975,0.96,0.99,0.96,0.97,0.99,0.97,1,0.97,1,0.97,0.97,0.96,0.965,0.99,0.98,0.97,1
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+26,Tigress,0.98,0.995,0.975,0.98,0.98,0.97,0.95,0.97,0.965,0.98,0.95,0.97,0.97,0.96,1,0.995,0.98,0.97,0.97,0.99,0.98,0.98,0.97,0.97,0.96,0.985,1,0.97,1,0.99,0.98,0.97,0.97,0.96,0.99,0.955,0.95,0.98,0.955,1,0.96,0.99,0.97,0.97,0.96,0.96,0.98,0.98,0.96,0.995
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_37.csv
new file mode 100644
index 0000000..8d7856f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_37.csv
@@ -0,0 +1,27 @@
+,sim5Sub001,sim5Sub002,sim5Sub003,sim5Sub004,sim5Sub005,sim5Sub006,sim5Sub007,sim5Sub008,sim5Sub009,sim5Sub010,sim5Sub011,sim5Sub012,sim5Sub013,sim5Sub014,sim5Sub015,sim5Sub016,sim5Sub017,sim5Sub018,sim5Sub019,sim5Sub020,sim5Sub021,sim5Sub022,sim5Sub023,sim5Sub024,sim5Sub025,sim5Sub026,sim5Sub027,sim5Sub028,sim5Sub029,sim5Sub030,sim5Sub031,sim5Sub032,sim5Sub033,sim5Sub034,sim5Sub035,sim5Sub036,sim5Sub037,sim5Sub038,sim5Sub039,sim5Sub040,sim5Sub041,sim5Sub042,sim5Sub043,sim5Sub044,sim5Sub045,sim5Sub046,sim5Sub047,sim5Sub048,sim5Sub049,sim5Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_73.csv
new file mode 100644
index 0000000..8d7856f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_equal.csv
new file mode 100644
index 0000000..e5053ba
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_equal.csv
@@ -0,0 +1,27 @@
+,sim5Sub001,sim5Sub002,sim5Sub003,sim5Sub004,sim5Sub005,sim5Sub006,sim5Sub007,sim5Sub008,sim5Sub009,sim5Sub010,sim5Sub011,sim5Sub012,sim5Sub013,sim5Sub014,sim5Sub015,sim5Sub016,sim5Sub017,sim5Sub018,sim5Sub019,sim5Sub020,sim5Sub021,sim5Sub022,sim5Sub023,sim5Sub024,sim5Sub025,sim5Sub026,sim5Sub027,sim5Sub028,sim5Sub029,sim5Sub030,sim5Sub031,sim5Sub032,sim5Sub033,sim5Sub034,sim5Sub035,sim5Sub036,sim5Sub037,sim5Sub038,sim5Sub039,sim5Sub040,sim5Sub041,sim5Sub042,sim5Sub043,sim5Sub044,sim5Sub045,sim5Sub046,sim5Sub047,sim5Sub048,sim5Sub049,sim5Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_37.csv
new file mode 100644
index 0000000..ef57bfd
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.852
+4,BF_BCmedian,0.819
+5,BF_PF_BCmean,0.852
+6,BF_PF_BCmedian,0.816
+7,BF_PFmean,0.852
+8,BF_PFmedian,0.8175
+9,PCohF,1
+10,PF_BCmean,0.852
+11,PF_BCmedian,0.816
+12,T_BCmean,0.966
+13,T_BCmedian,0.966
+14,T_BF_BCmean,0.966
+15,T_BF_BCmedian,0.966
+16,T_BF_PF_BCmean,0.969
+17,T_BF_PF_BCmedian,0.9275
+18,T_BF_PFmean,0.966
+19,T_BF_PFmedian,0.834
+20,T_BFmean,0.966
+21,T_BFmedian,0.966
+22,T_PF_BCmean,0.966
+23,T_PF_BCmedian,0.96675
+24,T_PFmean,0.966
+25,T_PFmedian,0.966
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_73.csv
new file mode 100644
index 0000000..ef57bfd
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.852
+4,BF_BCmedian,0.819
+5,BF_PF_BCmean,0.852
+6,BF_PF_BCmedian,0.816
+7,BF_PFmean,0.852
+8,BF_PFmedian,0.8175
+9,PCohF,1
+10,PF_BCmean,0.852
+11,PF_BCmedian,0.816
+12,T_BCmean,0.966
+13,T_BCmedian,0.966
+14,T_BF_BCmean,0.966
+15,T_BF_BCmedian,0.966
+16,T_BF_PF_BCmean,0.969
+17,T_BF_PF_BCmedian,0.9275
+18,T_BF_PFmean,0.966
+19,T_BF_PFmedian,0.834
+20,T_BFmean,0.966
+21,T_BFmedian,0.966
+22,T_PF_BCmean,0.966
+23,T_PF_BCmedian,0.96675
+24,T_PFmean,0.966
+25,T_PFmedian,0.966
+26,Tigress,0.963
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_equal.csv
new file mode 100644
index 0000000..1a00816
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.86
+4,BF_BCmedian,0.805
+5,BF_PF_BCmean,0.86
+6,BF_PF_BCmedian,0.8
+7,BF_PFmean,0.86
+8,BF_PFmedian,0.8025
+9,PCohF,1
+10,PF_BCmean,0.86
+11,PF_BCmedian,0.8025
+12,T_BCmean,0.97
+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.97
+15,T_BF_BCmedian,0.97
+16,T_BF_PF_BCmean,0.975
+17,T_BF_PF_BCmedian,0.9325
+18,T_BF_PFmean,0.97
+19,T_BF_PFmedian,0.825
+20,T_BFmean,0.97
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.97
+23,T_PF_BCmedian,0.97125
+24,T_PFmean,0.97
+25,T_PFmedian,0.97
+26,Tigress,0.965
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..c89a985
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,0.96
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.96
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.96
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..b0e6c55
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.88
+4,BF_BCmedian,0.77
+5,BF_PF_BCmean,0.88
+6,BF_PF_BCmedian,0.76
+7,BF_PFmean,0.88
+8,BF_PFmedian,0.77
+9,PCohF,1
+10,PF_BCmean,0.88
+11,PF_BCmedian,0.77
+12,T_BCmean,0.98
+13,T_BCmedian,0.98
+14,T_BF_BCmean,0.98
+15,T_BF_BCmedian,0.98
+16,T_BF_PF_BCmean,0.99
+17,T_BF_PF_BCmedian,0.9425
+18,T_BF_PFmean,0.98
+19,T_BF_PFmedian,0.8025
+20,T_BFmean,0.98
+21,T_BFmedian,0.98
+22,T_PF_BCmean,0.98
+23,T_PF_BCmedian,0.9825
+24,T_PFmean,0.98
+25,T_PFmedian,0.98
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_37.csv
new file mode 100644
index 0000000..9a2a53f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.896
+2,BCorrU,48.392
+3,BF_BCmean,42.474
+4,BF_BCmedian,40.752
+5,BF_PF_BCmean,42.4655
+6,BF_PF_BCmedian,40.6635
+7,BF_PFmean,42.4275
+8,BF_PFmedian,40.745
+9,PCohF,49.524
+10,PF_BCmean,42.4925
+11,PF_BCmedian,40.714
+12,T_BCmean,48.722
+13,T_BCmedian,48.564
+14,T_BF_BCmean,48.817
+15,T_BF_BCmedian,48.082
+16,T_BF_PF_BCmean,48.937
+17,T_BF_PF_BCmedian,46.493
+18,T_BF_PFmean,48.8065
+19,T_BF_PFmedian,41.994
+20,T_BFmean,48.716
+21,T_BFmedian,48.5695
+22,T_PF_BCmean,48.811
+23,T_PF_BCmedian,48.3205
+24,T_PFmean,48.7115
+25,T_PFmedian,48.531
+26,Tigress,48.306
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_73.csv
new file mode 100644
index 0000000..9a2a53f
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.896
+2,BCorrU,48.392
+3,BF_BCmean,42.474
+4,BF_BCmedian,40.752
+5,BF_PF_BCmean,42.4655
+6,BF_PF_BCmedian,40.6635
+7,BF_PFmean,42.4275
+8,BF_PFmedian,40.745
+9,PCohF,49.524
+10,PF_BCmean,42.4925
+11,PF_BCmedian,40.714
+12,T_BCmean,48.722
+13,T_BCmedian,48.564
+14,T_BF_BCmean,48.817
+15,T_BF_BCmedian,48.082
+16,T_BF_PF_BCmean,48.937
+17,T_BF_PF_BCmedian,46.493
+18,T_BF_PFmean,48.8065
+19,T_BF_PFmedian,41.994
+20,T_BFmean,48.716
+21,T_BFmedian,48.5695
+22,T_PF_BCmean,48.811
+23,T_PF_BCmedian,48.3205
+24,T_PFmean,48.7115
+25,T_PFmedian,48.531
+26,Tigress,48.306
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..17ca2bb
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.0133333333333
+2,BCorrU,48.5466666666667
+3,BF_BCmean,42.79
+4,BF_BCmedian,40
+5,BF_PF_BCmean,42.8025
+6,BF_PF_BCmedian,39.8525
+7,BF_PFmean,42.7925
+8,BF_PFmedian,40.015
+9,PCohF,49.58
+10,PF_BCmean,42.8475
+11,PF_BCmedian,39.99
+12,T_BCmean,48.83
+13,T_BCmedian,48.7
+14,T_BF_BCmean,48.935
+15,T_BF_BCmedian,48.27
+16,T_BF_PF_BCmean,49.055
+17,T_BF_PF_BCmedian,46.635
+18,T_BF_PFmean,48.9175
+19,T_BF_PFmedian,41.51
+20,T_BFmean,48.82
+21,T_BFmedian,48.6825
+22,T_PF_BCmean,48.925
+23,T_PF_BCmedian,48.5075
+24,T_PFmean,48.8125
+25,T_PFmedian,48.645
+26,Tigress,48.43
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..7a78051
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.72
+2,BCorrU,48.16
+3,BF_BCmean,42
+4,BF_BCmedian,41.88
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.88
+7,BF_PFmean,41.88
+8,BF_PFmedian,41.84
+9,PCohF,49.44
+10,PF_BCmean,41.96
+11,PF_BCmedian,41.8
+12,T_BCmean,48.56
+13,T_BCmedian,48.36
+14,T_BF_BCmean,48.64
+15,T_BF_BCmedian,47.8
+16,T_BF_PF_BCmean,48.76
+17,T_BF_PF_BCmedian,46.28
+18,T_BF_PFmean,48.64
+19,T_BF_PFmedian,42.72
+20,T_BFmean,48.56
+21,T_BFmedian,48.4
+22,T_PF_BCmean,48.64
+23,T_PF_BCmedian,48.04
+24,T_PFmean,48.56
+25,T_PFmedian,48.36
+26,Tigress,48.12
diff --git a/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..8ad0ef3
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim5/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.3066666666667
+2,BCorrU,48.9333333333333
+3,BF_BCmean,43.58
+4,BF_BCmedian,38.12
+5,BF_PF_BCmean,43.645
+6,BF_PF_BCmedian,37.825
+7,BF_PFmean,43.705
+8,BF_PFmedian,38.19
+9,PCohF,49.72
+10,PF_BCmean,43.735
+11,PF_BCmedian,38.18
+12,T_BCmean,49.1
+13,T_BCmedian,49.04
+14,T_BF_BCmean,49.23
+15,T_BF_BCmedian,48.74
+16,T_BF_PF_BCmean,49.35
+17,T_BF_PF_BCmedian,46.99
+18,T_BF_PFmean,49.195
+19,T_BF_PFmedian,40.3
+20,T_BFmean,49.08
+21,T_BFmedian,48.965
+22,T_PF_BCmean,49.21
+23,T_PF_BCmedian,48.975
+24,T_PFmean,49.065
+25,T_PFmedian,48.93
+26,Tigress,48.74
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..21945e6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim6Sub001,sim6Sub002,sim6Sub003,sim6Sub004,sim6Sub005,sim6Sub006,sim6Sub007,sim6Sub008,sim6Sub009,sim6Sub010,sim6Sub011,sim6Sub012,sim6Sub013,sim6Sub014,sim6Sub015,sim6Sub016,sim6Sub017,sim6Sub018,sim6Sub019,sim6Sub020,sim6Sub021,sim6Sub022,sim6Sub023,sim6Sub024,sim6Sub025,sim6Sub026,sim6Sub027,sim6Sub028,sim6Sub029,sim6Sub030,sim6Sub031,sim6Sub032,sim6Sub033,sim6Sub034,sim6Sub035,sim6Sub036,sim6Sub037,sim6Sub038,sim6Sub039,sim6Sub040,sim6Sub041,sim6Sub042,sim6Sub043,sim6Sub044,sim6Sub045,sim6Sub046,sim6Sub047,sim6Sub048,sim6Sub049,sim6Sub050
+1,BCohF,0.98,1,0.96,0.98,0.96,1,0.98,0.96,1,1,0.94,0.96,0.96,0.98,1,0.98,0.96,0.96,0.96,0.98,1,0.98,0.96,0.98,0.98,0.94,1,0.98,0.94,0.98,0.94,0.96,1,0.98,0.98,0.98,0.98,0.96,0.96,0.96,0.98,0.98,0.96,0.94,0.94,0.98,0.98,0.94,0.96,1
+2,BCorrU,0.98,0.96,0.96,0.98,0.96,0.96,0.96,0.94,0.96,0.98,0.9,0.92,0.96,0.94,0.98,0.96,0.96,0.94,1,0.96,1,1,0.96,0.94,1,0.94,0.98,0.98,0.9,0.96,0.96,1,0.98,0.98,0.98,0.94,0.98,0.94,0.94,0.98,0.96,0.98,0.94,0.94,0.94,0.96,0.98,0.96,0.96,0.96
+3,BF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+4,BF_BCmedian,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9
+5,BF_PF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9
+6,BF_PF_BCmedian,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9
+7,BF_PFmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+8,BF_PFmedian,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9
+9,PCohF,0.98,1,0.96,1,0.96,1,1,0.98,1,1,0.96,0.96,1,0.98,1,1,0.96,1,0.98,0.98,1,1,0.96,0.98,1,0.96,1,1,0.98,0.98,0.96,0.98,1,1,1,0.98,0.98,0.98,1,0.98,0.98,0.98,0.98,0.96,0.94,0.98,0.98,0.96,0.98,1
+10,PF_BCmean,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9
+11,PF_BCmedian,0.89,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.89,0.9,0.9,0.9,0.9,0.9,0.9,0.89,0.9,0.9,0.9,0.9,0.89,0.89,0.9,0.9,0.89,0.9,0.9,0.89,0.9,0.9,0.9,0.89,0.9
+12,T_BCmean,0.98,0.99,0.97,0.97,0.96,0.97,0.97,0.98,0.98,0.97,0.97,0.97,0.98,0.98,0.97,0.97,0.96,0.97,0.97,0.97,0.98,0.98,0.98,0.97,0.98,0.96,0.99,0.97,0.98,0.98,0.96,0.99,0.98,0.99,0.97,0.97,0.97,0.97,0.98,0.98,0.97,0.97,0.97,0.98,0.98,0.96,0.98,0.98,0.98,0.98
+13,T_BCmedian,0.97,0.97,0.97,0.97,0.96,0.97,0.98,0.97,0.98,0.97,0.96,0.97,0.98,0.97,0.98,0.97,0.96,0.96,0.97,0.97,0.98,0.98,0.98,0.97,0.98,0.97,0.99,0.97,0.98,0.98,0.97,0.98,0.98,0.98,0.97,0.97,0.97,0.98,0.98,0.98,0.96,0.97,0.96,0.98,0.98,0.95,0.97,0.98,0.98,0.97
+14,T_BF_BCmean,0.98,0.99,0.97,0.97,0.97,0.97,0.97,0.98,0.98,0.97,0.97,0.97,0.98,0.97,0.98,0.97,0.96,0.97,0.97,0.97,0.98,0.98,0.98,0.97,0.98,0.96,0.99,0.98,0.98,0.98,0.97,0.99,0.98,0.99,0.97,0.97,0.97,0.97,0.98,0.98,0.97,0.98,0.97,0.98,0.98,0.95,0.98,0.98,0.99,0.98
+15,T_BF_BCmedian,0.96,0.95,0.96,0.96,0.95,0.96,0.98,0.94,1,0.96,0.93,0.94,0.94,0.94,0.97,0.94,0.94,0.97,0.95,0.94,0.95,0.93,0.96,0.96,0.98,0.97,0.98,0.96,0.93,0.96,0.94,0.96,0.95,0.94,0.94,0.98,0.97,0.96,0.97,0.98,0.97,0.93,0.96,0.96,0.96,0.95,0.97,0.96,0.99,0.95
+16,T_BF_PF_BCmean,0.97,0.99,0.97,0.98,0.97,0.98,0.98,0.98,0.99,0.97,0.97,0.97,0.98,0.97,0.98,0.97,0.97,0.97,0.97,0.97,0.98,0.98,0.98,0.97,0.98,0.96,0.99,0.98,0.98,0.98,0.97,0.99,0.98,0.99,0.97,0.96,0.97,0.97,0.98,0.98,0.97,0.98,0.97,0.98,0.98,0.96,0.98,0.98,0.99,0.98
+17,T_BF_PF_BCmedian,0.95,0.93,0.94,0.93,0.92,0.95,0.96,0.92,0.97,0.93,0.92,0.95,0.93,0.93,0.95,0.92,0.93,0.93,0.95,0.94,0.96,0.91,0.95,0.93,0.94,0.93,0.96,0.94,0.91,0.94,0.94,0.94,0.93,0.92,0.94,0.96,0.95,0.93,0.93,0.97,0.95,0.92,0.95,0.92,0.96,0.92,0.93,0.95,0.98,0.92
+18,T_BF_PFmean,0.98,0.99,0.97,0.98,0.96,0.97,0.97,0.98,0.98,0.97,0.97,0.97,0.98,0.98,0.97,0.97,0.96,0.97,0.97,0.97,0.98,0.98,0.98,0.97,0.98,0.96,0.99,0.98,0.98,0.98,0.97,0.99,0.98,0.99,0.97,0.97,0.97,0.97,0.98,0.98,0.97,0.97,0.97,0.98,0.97,0.96,0.98,0.98,0.99,0.98
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diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..f8ef72d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_37.csv
new file mode 100644
index 0000000..f3f7258
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_73.csv
new file mode 100644
index 0000000..f3f7258
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_equal.csv
new file mode 100644
index 0000000..05f2a3b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_37.csv
new file mode 100644
index 0000000..50d2dc5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.982153846153846
+2,BCorrU,0.96693006993007
+3,BF_BCmean,0.91023493360572
+4,BF_BCmedian,0.853850868232891
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+6,BF_PF_BCmedian,0.850786516853933
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+24,T_PFmean,0.975935648621042
+25,T_PFmedian,0.975399387129724
+26,Tigress,0.974709908069459
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_73.csv
new file mode 100644
index 0000000..50d2dc5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.982153846153846
+2,BCorrU,0.96693006993007
+3,BF_BCmean,0.91023493360572
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+26,Tigress,0.974709908069459
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_equal.csv
new file mode 100644
index 0000000..c00e0a4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.983589743589743
+2,BCorrU,0.971550116550116
+3,BF_BCmean,0.9170582226762
+4,BF_BCmedian,0.82461695607763
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+26,Tigress,0.977849846782431
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..a47bffc
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.98
+2,BCorrU,0.96
+3,BF_BCmean,0.9
+4,BF_BCmedian,0.9
+5,BF_PF_BCmean,0.9
+6,BF_PF_BCmedian,0.9
+7,BF_PFmean,0.9
+8,BF_PFmedian,0.9
+9,PCohF,0.98
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+13,T_BCmedian,0.97
+14,T_BF_BCmean,0.98
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,0.98
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+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.975
+23,T_PF_BCmedian,0.96
+24,T_PFmean,0.97
+25,T_PFmedian,0.97
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..1d424b4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.993006993006993
+2,BCorrU,0.983100233100233
+3,BF_BCmean,0.9341164453524
+4,BF_BCmedian,0.74923391215526
+5,BF_PF_BCmean,0.93488253319714
+6,BF_PF_BCmedian,0.73953013278856
+7,BF_PFmean,0.934627170582227
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+9,PCohF,0.997668997668998
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+11,PF_BCmedian,0.745658835546475
+12,T_BCmean,0.98953013278856
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+14,T_BF_BCmean,0.990296220633299
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+24,T_PFmean,0.987997957099081
+25,T_PFmedian,0.985955056179775
+26,Tigress,0.984933605720123
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_37.csv
new file mode 100644
index 0000000..c5b839a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.8234965034965
+2,BCorrU,48.349006993007
+3,BF_BCmean,45.4093973442288
+4,BF_BCmedian,42.7062093973442
+5,BF_PF_BCmean,45.4368712972421
+6,BF_PF_BCmedian,42.5246945863126
+7,BF_PFmean,45.4163309499489
+8,BF_PFmedian,42.5553861082737
+9,PCohF,49.2948671328671
+10,PF_BCmean,45.4283391215526
+11,PF_BCmedian,42.6011409601634
+12,T_BCmean,48.9452185903984
+13,T_BCmedian,48.8327293156282
+14,T_BF_BCmean,48.9788876404494
+15,T_BF_BCmedian,48.1465832482125
+16,T_BF_PF_BCmean,49.0085730337079
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+18,T_BF_PFmean,48.973113381001
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+22,T_PF_BCmean,48.9718876404494
+23,T_PF_BCmedian,48.4305301327886
+24,T_PFmean,48.9046547497446
+25,T_PFmedian,48.7536802860061
+26,Tigress,48.7511327885598
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_73.csv
new file mode 100644
index 0000000..c5b839a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.8234965034965
+2,BCorrU,48.349006993007
+3,BF_BCmean,45.4093973442288
+4,BF_BCmedian,42.7062093973442
+5,BF_PF_BCmean,45.4368712972421
+6,BF_PF_BCmedian,42.5246945863126
+7,BF_PFmean,45.4163309499489
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+9,PCohF,49.2948671328671
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+11,PF_BCmedian,42.6011409601634
+12,T_BCmean,48.9452185903984
+13,T_BCmedian,48.8327293156282
+14,T_BF_BCmean,48.9788876404494
+15,T_BF_BCmedian,48.1465832482125
+16,T_BF_PF_BCmean,49.0085730337079
+17,T_BF_PF_BCmedian,47.1465056179775
+18,T_BF_PFmean,48.973113381001
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+21,T_BFmedian,48.7729948927477
+22,T_PF_BCmean,48.9718876404494
+23,T_PF_BCmedian,48.4305301327886
+24,T_PFmean,48.9046547497446
+25,T_PFmedian,48.7536802860061
+26,Tigress,48.7511327885598
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..cd12e24
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.9724941724942
+2,BCorrU,48.528344988345
+3,BF_BCmean,45.682328907048
+4,BF_BCmedian,41.223682328907
+5,BF_PF_BCmean,45.7347854954035
+6,BF_PF_BCmedian,40.9278243105209
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+9,PCohF,49.3847785547786
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+11,PF_BCmedian,41.0752349336057
+12,T_BCmean,49.0886976506639
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+15,T_BF_BCmedian,48.3443054136874
+16,T_BF_PF_BCmean,49.1409550561798
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+18,T_BF_PFmean,49.115188968335
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+20,T_BFmean,49.0654187946885
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+22,T_PF_BCmean,49.1131460674157
+23,T_PF_BCmedian,48.6308835546476
+24,T_PFmean,49.0477579162411
+25,T_PFmedian,48.9161338100102
+26,Tigress,48.8985546475996
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..7c34293
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,48.6
+2,BCorrU,48.08
+3,BF_BCmean,45
+4,BF_BCmedian,44.93
+5,BF_PF_BCmean,44.99
+6,BF_PF_BCmedian,44.92
+7,BF_PFmean,44.96
+8,BF_PFmedian,44.91
+9,PCohF,49.16
+10,PF_BCmean,44.98
+11,PF_BCmedian,44.89
+12,T_BCmean,48.73
+13,T_BCmedian,48.64
+14,T_BF_BCmean,48.77
+15,T_BF_BCmedian,47.85
+16,T_BF_PF_BCmean,48.81
+17,T_BF_PF_BCmedian,46.93
+18,T_BF_PFmean,48.76
+19,T_BF_PFmedian,45.28
+20,T_BFmean,48.71
+21,T_BFmedian,48.54
+22,T_PF_BCmean,48.76
+23,T_PF_BCmedian,48.13
+24,T_PFmean,48.69
+25,T_PFmedian,48.51
+26,Tigress,48.53
diff --git a/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..ceaae8a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim6/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.3449883449883
+2,BCorrU,48.97668997669
+3,BF_BCmean,46.364657814096
+4,BF_BCmedian,37.5173646578141
+5,BF_PF_BCmean,46.4795709908069
+6,BF_PF_BCmedian,36.9356486210419
+7,BF_PFmean,46.4811031664964
+8,BF_PFmedian,37.0612870275792
+9,PCohF,49.6095571095571
+10,PF_BCmean,46.4744637385087
+11,PF_BCmedian,37.2604698672114
+12,T_BCmean,49.4473953013279
+13,T_BCmedian,49.282431052094
+14,T_BF_BCmean,49.4662921348315
+15,T_BF_BCmedian,48.8386108273749
+16,T_BF_PF_BCmean,49.4719101123596
+17,T_BF_PF_BCmedian,47.6516853932584
+18,T_BF_PFmean,49.4703779366701
+19,T_BF_PFmedian,40.673646578141
+20,T_BFmean,49.4208375893769
+21,T_BFmedian,49.3166496424923
+22,T_PF_BCmean,49.4662921348315
+23,T_PF_BCmedian,49.1317671092952
+24,T_PFmean,49.4055158324821
+25,T_PFmedian,49.3222676200204
+26,Tigress,49.2671092951992
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..5db4c53
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim7Sub001,sim7Sub002,sim7Sub003,sim7Sub004,sim7Sub005,sim7Sub006,sim7Sub007,sim7Sub008,sim7Sub009,sim7Sub010,sim7Sub011,sim7Sub012,sim7Sub013,sim7Sub014,sim7Sub015,sim7Sub016,sim7Sub017,sim7Sub018,sim7Sub019,sim7Sub020,sim7Sub021,sim7Sub022,sim7Sub023,sim7Sub024,sim7Sub025,sim7Sub026,sim7Sub027,sim7Sub028,sim7Sub029,sim7Sub030,sim7Sub031,sim7Sub032,sim7Sub033,sim7Sub034,sim7Sub035,sim7Sub036,sim7Sub037,sim7Sub038,sim7Sub039,sim7Sub040,sim7Sub041,sim7Sub042,sim7Sub043,sim7Sub044,sim7Sub045,sim7Sub046,sim7Sub047,sim7Sub048,sim7Sub049,sim7Sub050
+1,BCohF,1,1,1,1,0.92,1,1,1,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1
+2,BCorrU,1,1,1,0.92,0.92,1,0.92,1,1,0.92,0.92,1,0.92,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.92,1,1,1,0.92,1,1,0.92,1,1,1,0.92,1,1,1,1,1,0.92,1,1
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8
+9,PCohF,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+13,T_BCmedian,0.96,1,0.96,0.96,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,1,1,0.96,1,0.96,0.96,1,1,1,0.96,0.96,1,1,0.96,1,0.96,0.92,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96
+14,T_BF_BCmean,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+15,T_BF_BCmedian,0.92,0.88,0.92,0.92,0.96,1,0.92,0.96,0.92,0.88,0.96,0.96,0.96,0.92,0.88,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.92,0.92,0.92,0.92,0.96,0.92,0.88,0.96,0.92,0.96,0.88,0.92,0.92,0.88,0.96,0.96,0.88,0.96,0.92,0.92,0.92,0.96
+16,T_BF_PF_BCmean,1,1,1,1,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+17,T_BF_PF_BCmedian,0.92,0.88,0.88,0.92,0.88,0.96,0.92,0.92,0.88,0.88,0.92,0.88,0.92,0.88,0.88,0.92,0.96,0.96,0.96,0.88,0.96,0.92,0.92,0.92,1,0.88,0.96,0.88,0.92,0.92,0.92,0.88,0.92,0.88,0.84,0.92,0.88,0.92,0.92,0.84,0.88,0.88,0.92,0.92,0.84,0.96,0.88,0.88,0.84,0.96
+18,T_BF_PFmean,1,1,0.96,1,1,1,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+19,T_BF_PFmedian,0.88,0.8,0.84,0.84,0.84,0.88,0.84,0.8,0.88,0.84,0.92,0.8,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.8,0.88,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.88,0.84,0.84,0.84,0.84
+20,T_BFmean,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+21,T_BFmedian,0.96,1,0.96,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,1,0.96,0.96,1,0.96,0.96,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+22,T_PF_BCmean,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+23,T_PF_BCmedian,0.92,0.92,0.92,0.96,0.96,1,0.92,0.96,0.92,0.88,0.96,0.96,0.96,0.92,0.88,0.96,0.96,0.96,0.96,0.96,1,0.96,1,0.96,1,0.96,0.96,0.96,0.92,0.92,0.92,0.92,0.96,0.96,0.88,0.96,0.92,0.96,0.88,0.92,0.92,0.88,0.96,0.96,0.88,0.96,0.96,0.92,0.92,0.96
+24,T_PFmean,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,0.96,1,1,0.96,0.96,1,0.96,0.96,1,1,1,1,1,1,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+25,T_PFmedian,0.96,1,0.96,0.96,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,1,0.96,0.96,1,0.96,0.96,1,1,1,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,1
+26,Tigress,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,1,0.96,0.96,1,0.96,0.96,1,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96,0.96,0.96,0.96,0.96,1,0.96,0.96,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..5e665b8
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim7Sub001,sim7Sub002,sim7Sub003,sim7Sub004,sim7Sub005,sim7Sub006,sim7Sub007,sim7Sub008,sim7Sub009,sim7Sub010,sim7Sub011,sim7Sub012,sim7Sub013,sim7Sub014,sim7Sub015,sim7Sub016,sim7Sub017,sim7Sub018,sim7Sub019,sim7Sub020,sim7Sub021,sim7Sub022,sim7Sub023,sim7Sub024,sim7Sub025,sim7Sub026,sim7Sub027,sim7Sub028,sim7Sub029,sim7Sub030,sim7Sub031,sim7Sub032,sim7Sub033,sim7Sub034,sim7Sub035,sim7Sub036,sim7Sub037,sim7Sub038,sim7Sub039,sim7Sub040,sim7Sub041,sim7Sub042,sim7Sub043,sim7Sub044,sim7Sub045,sim7Sub046,sim7Sub047,sim7Sub048,sim7Sub049,sim7Sub050
+1,BCohF,1,1,1,1,0.946666666666667,1,1,1,1,0.96,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.973333333333333,1,1,0.973333333333333,1,1,1,1,1,1,1,1,1,1,1,1,0.973333333333333,1,1
+2,BCorrU,1,1,1,0.986666666666667,0.96,1,0.96,1,1,0.973333333333333,0.973333333333333,1,0.973333333333333,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.986666666666667,1,1,1,0.92,1,1,0.973333333333333,1,1,1,0.986666666666667,1,1,1,1,1,0.986666666666667,1,1
+3,BF_BCmean,0.88,0.88,0.88,0.88,0.85,0.88,0.88,0.88,0.88,0.87,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.86,0.88,0.88
+4,BF_BCmedian,0.7,0.735,0.74,0.68,0.8,0.81,0.69,0.635,0.685,0.73,0.74,0.605,0.71,0.73,0.74,0.76,0.84,0.69,0.78,0.72,0.84,0.72,0.76,0.68,0.775,0.825,0.7,0.81,0.56,0.7,0.74,0.595,0.74,0.615,0.71,0.69,0.56,0.83,0.74,0.62,0.71,0.7,0.82,0.8,0.6,0.78,0.765,0.63,0.71,0.74
+5,BF_PF_BCmean,0.88,0.88,0.88,0.88,0.85,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.885,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.84,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.875,0.88,0.88,0.88,0.88
+6,BF_PF_BCmedian,0.74,0.775,0.7,0.715,0.78,0.76,0.8,0.515,0.77,0.76,0.76,0.605,0.7,0.73,0.82,0.77,0.82,0.78,0.745,0.72,0.8,0.76,0.74,0.76,0.8,0.83,0.655,0.75,0.66,0.68,0.77,0.635,0.7,0.58,0.74,0.62,0.7,0.76,0.75,0.55,0.7,0.7,0.74,0.78,0.61,0.78,0.84,0.74,0.76,0.79
+7,BF_PFmean,0.88,0.88,0.88,0.88,0.86,0.88,0.88,0.88,0.88,0.875,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.875,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.88,0.885,0.87,0.88,0.88
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diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_37.csv
new file mode 100644
index 0000000..7ef9859
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_73.csv
new file mode 100644
index 0000000..7ef9859
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_73.csv
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diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_equal.csv
new file mode 100644
index 0000000..d015a29
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_equal.csv
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+8,0.79,0.7875,0.77,0.7475,0.82,0.815,0.815,0.6575,0.8,0.8,0.7675,0.7075,0.77,0.79,0.83,0.82,0.84,0.82,0.79,0.78,0.82,0.8,0.785,0.805,0.82,0.84,0.7075,0.81,0.76,0.76,0.83,0.7375,0.785,0.71,0.79,0.74,0.77,0.8,0.79,0.69,0.77,0.78,0.8,0.83,0.695,0.81,0.84,0.79,0.79,0.7975
+9,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+10,0.86,0.86,0.86,0.86,0.855,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.8375,0.86,0.86,0.86,0.8625,0.86,0.86,0.86,0.8375,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.84,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.86,0.8625,0.86,0.86,0.86,0.86,0.86
+11,0.785,0.7575,0.79,0.765,0.82,0.84,0.77,0.7175,0.7275,0.79,0.8,0.7025,0.775,0.78,0.795,0.8,0.84,0.77,0.8,0.77,0.85,0.78,0.8,0.76,0.7875,0.825,0.77,0.83,0.71,0.77,0.79,0.6975,0.795,0.7075,0.775,0.755,0.7,0.84,0.7675,0.73,0.78,0.78,0.82,0.83,0.72,0.81,0.8,0.73,0.79,0.8
+12,1,1,0.965,1,1,0.975,0.965,1,0.965,0.975,0.96,0.965,0.97,1,1,1,0.97,1,1,0.975,0.97,1,0.965,0.97,1,1,1,1,1,1,0.9725,0.96,1,0.965,0.975,0.96,0.965,0.965,1,1,1,1,0.965,0.965,0.965,0.97,1,0.9675,0.965,1
+13,0.975,1,0.965,0.9725,1,1,0.965,1,0.97,0.975,0.96,0.965,0.97,0.975,1,0.975,0.9675,0.975,1,1,0.9675,1,0.965,0.955,1,1,1,0.975,0.97,1,1,0.96,1,0.965,0.945,0.96,0.96,0.96,0.975,0.975,0.9775,0.9725,0.965,0.965,0.9675,0.97,0.97,0.965,0.9575,0.9775
+14,1,1,0.9775,1,1,0.9775,0.965,1,0.9675,0.975,0.96,0.965,0.97,1,1,1,0.97,1,1,0.975,0.97,1,0.965,0.97,1,1,1,1,1,1,0.975,0.96,1,0.965,0.975,0.965,0.965,0.965,1,1,1,1,0.965,0.965,0.97,0.97,1,0.975,0.97,1
+15,0.925,0.905,0.94,0.93,0.97,1,0.94,0.975,0.94,0.905,0.965,0.975,0.965,0.91,0.905,0.975,0.9775,0.975,0.955,0.97,0.9775,0.945,1,0.96,1,0.9625,0.9725,0.965,0.925,0.94,0.94,0.91,0.975,0.93,0.9,0.975,0.93,0.9675,0.8925,0.9225,0.925,0.8975,0.975,0.97,0.8825,0.9525,0.9425,0.915,0.925,0.975
+16,1,1,1,1,1,1,0.9675,1,0.9725,0.9775,0.96,0.965,0.975,1,1,1,0.97,1,1,0.9775,0.97,1,0.965,0.97,1,1,1,1,1,1,0.975,0.965,1,0.965,0.975,0.97,0.965,0.965,1,1,1,1,0.965,0.975,0.97,0.97,1,0.9775,0.97,1
+17,0.91,0.89,0.895,0.91,0.91,0.975,0.935,0.94,0.895,0.89,0.915,0.9,0.935,0.8625,0.8925,0.935,0.965,0.97,0.945,0.8875,0.9675,0.9,0.935,0.93,1,0.9,0.96,0.91,0.92,0.89,0.935,0.87,0.9275,0.86,0.8475,0.935,0.8725,0.93,0.9025,0.8375,0.88,0.885,0.9375,0.93,0.8175,0.94,0.915,0.8475,0.8675,0.975
+18,1,1,0.9775,1,1,1,0.965,1,0.965,0.975,0.96,0.965,0.97,1,1,1,0.97,1,1,0.975,0.97,1,0.965,0.97,1,1,1,1,1,1,0.975,0.96,1,0.965,0.975,0.965,0.965,0.965,1,1,1,1,0.965,0.965,0.97,0.97,1,0.975,0.97,1
+19,0.85,0.8175,0.7975,0.8125,0.83,0.88,0.8375,0.6725,0.8475,0.805,0.875,0.7675,0.785,0.8,0.8375,0.8475,0.845,0.8225,0.8375,0.8175,0.8675,0.8075,0.8075,0.8225,0.83,0.8475,0.75,0.835,0.7625,0.7675,0.8725,0.7925,0.7925,0.7225,0.8025,0.7825,0.7875,0.85,0.8125,0.7175,0.7875,0.7875,0.845,0.825,0.7425,0.85,0.8525,0.8,0.8125,0.8175
+20,1,1,0.965,1,1,0.975,0.965,1,0.965,0.975,0.96,0.9625,0.97,1,1,1,0.965,1,1,0.975,0.97,1,0.965,0.97,1,1,1,1,1,1,0.97,0.96,1,0.965,0.9725,0.96,0.965,0.965,1,1,1,1,0.965,0.965,0.965,0.97,1,0.97,0.9675,1
+21,0.97,1,0.975,1,1,1,0.9625,0.9725,0.965,0.975,0.96,0.965,0.965,0.975,1,0.975,0.96,0.975,1,0.975,0.97,1,0.965,0.9625,1,1,1,0.97,0.97,0.975,0.975,0.96,0.97,0.965,0.97,0.96,0.965,0.965,1,0.97,0.975,0.975,0.965,0.965,0.965,0.97,1,0.965,0.965,1
+22,1,1,0.975,1,1,0.9775,0.965,1,0.9675,0.975,0.96,0.965,0.97,1,1,1,0.97,1,1,0.975,0.97,1,0.965,0.97,1,1,1,1,1,1,0.975,0.96,1,0.965,0.975,0.965,0.965,0.965,1,1,1,1,0.965,0.965,0.97,0.97,1,0.975,0.97,1
+23,0.94,0.9375,0.945,0.97,0.97,1,0.945,0.975,0.945,0.9075,0.965,0.975,0.965,0.92,0.905,0.975,0.9775,0.975,0.97,0.97,1,0.945,1,0.96,1,0.9625,0.9725,0.97,0.925,0.94,0.94,0.9175,0.975,0.97,0.9,0.975,0.93,0.9675,0.8925,0.9225,0.93,0.8975,0.975,0.975,0.89,0.9575,0.965,0.915,0.925,0.975
+24,1,1,0.965,1,1,0.975,0.965,1,0.965,0.975,0.96,0.9625,0.97,1,1,1,0.965,1,1,0.975,0.97,1,0.965,0.97,1,1,1,1,1,1,0.97,0.96,1,0.965,0.9725,0.96,0.965,0.965,1,1,1,1,0.965,0.965,0.965,0.97,1,0.97,0.965,1
+25,0.9725,1,0.975,0.975,1,1,0.965,0.975,0.965,0.975,0.96,0.96,0.965,0.975,1,0.975,0.96,0.9775,1,0.975,0.97,1,0.965,0.9625,1,1,1,1,0.97,0.975,0.975,0.96,0.97,0.965,0.97,0.96,0.965,0.965,1,0.97,0.975,0.9725,0.965,0.965,0.9625,0.97,1,0.965,0.965,1
+26,0.975,0.9775,0.965,0.975,0.9725,0.97,0.955,0.975,0.965,0.97,0.96,0.96,0.965,1,0.9775,0.965,0.9625,0.975,1,0.9675,0.96,1,0.965,0.96,1,0.9725,1,0.9725,0.975,0.975,0.97,0.96,0.975,0.965,0.97,0.96,0.965,0.965,1,0.9775,0.9725,0.9725,0.965,0.965,0.96,0.965,1,0.965,0.9575,0.9775
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_37.csv
new file mode 100644
index 0000000..fea9b87
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.852
+4,BF_BCmedian,0.8025
+5,BF_PF_BCmean,0.852
+6,BF_PF_BCmedian,0.81075
+7,BF_PFmean,0.852
+8,BF_PFmedian,0.81
+9,PCohF,1
+10,PF_BCmean,0.852
+11,PF_BCmedian,0.804
+12,T_BCmean,0.969
+13,T_BCmedian,0.9675
+14,T_BF_BCmean,0.9705
+15,T_BF_BCmedian,0.95325
+16,T_BF_PF_BCmean,1
+17,T_BF_PF_BCmedian,0.91175
+18,T_BF_PFmean,0.98525
+19,T_BF_PFmedian,0.8235
+20,T_BFmean,0.969
+21,T_BFmedian,0.966
+22,T_PF_BCmean,0.96975
+23,T_PF_BCmedian,0.96225
+24,T_PFmean,0.969
+25,T_PFmedian,0.9675
+26,Tigress,0.966
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_73.csv
new file mode 100644
index 0000000..fea9b87
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.852
+4,BF_BCmedian,0.8025
+5,BF_PF_BCmean,0.852
+6,BF_PF_BCmedian,0.81075
+7,BF_PFmean,0.852
+8,BF_PFmedian,0.81
+9,PCohF,1
+10,PF_BCmean,0.852
+11,PF_BCmedian,0.804
+12,T_BCmean,0.969
+13,T_BCmedian,0.9675
+14,T_BF_BCmean,0.9705
+15,T_BF_BCmedian,0.95325
+16,T_BF_PF_BCmean,1
+17,T_BF_PF_BCmedian,0.91175
+18,T_BF_PFmean,0.98525
+19,T_BF_PFmedian,0.8235
+20,T_BFmean,0.969
+21,T_BFmedian,0.966
+22,T_PF_BCmean,0.96975
+23,T_PF_BCmedian,0.96225
+24,T_PFmean,0.969
+25,T_PFmedian,0.9675
+26,Tigress,0.966
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_equal.csv
new file mode 100644
index 0000000..886fe6c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.86
+4,BF_BCmedian,0.78
+5,BF_PF_BCmean,0.86
+6,BF_PF_BCmedian,0.79125
+7,BF_PFmean,0.86
+8,BF_PFmedian,0.79
+9,PCohF,1
+10,PF_BCmean,0.86
+11,PF_BCmedian,0.78
+12,T_BCmean,0.975
+13,T_BCmedian,0.9725
+14,T_BF_BCmean,0.9775
+15,T_BF_BCmedian,0.94875
+16,T_BF_PF_BCmean,1
+17,T_BF_PF_BCmedian,0.91
+18,T_BF_PFmean,0.98875
+19,T_BF_PFmedian,0.815
+20,T_BFmean,0.975
+21,T_BFmedian,0.97
+22,T_PF_BCmean,0.97625
+23,T_PF_BCmedian,0.96375
+24,T_PFmean,0.975
+25,T_PFmedian,0.9725
+26,Tigress,0.97
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..ce6ad8a
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,1
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.96
+13,T_BCmedian,0.96
+14,T_BF_BCmean,0.96
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,1
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.98
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.96
+21,T_BFmedian,0.96
+22,T_PF_BCmean,0.96
+23,T_PF_BCmedian,0.96
+24,T_PFmean,0.96
+25,T_PFmedian,0.96
+26,Tigress,0.96
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..cd3e76c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,1
+2,BCorrU,1
+3,BF_BCmean,0.88
+4,BF_BCmedian,0.725
+5,BF_PF_BCmean,0.88
+6,BF_PF_BCmedian,0.7475
+7,BF_PFmean,0.88
+8,BF_PFmedian,0.74
+9,PCohF,1
+10,PF_BCmean,0.88
+11,PF_BCmedian,0.725
+12,T_BCmean,0.99
+13,T_BCmedian,0.985
+14,T_BF_BCmean,0.995
+15,T_BF_BCmedian,0.96
+16,T_BF_PF_BCmean,1
+17,T_BF_PF_BCmedian,0.92
+18,T_BF_PFmean,0.9975
+19,T_BF_PFmedian,0.7875
+20,T_BFmean,0.99
+21,T_BFmedian,0.98
+22,T_PF_BCmean,0.9925
+23,T_PF_BCmedian,0.97
+24,T_PFmean,0.99
+25,T_PFmedian,0.985
+26,Tigress,0.98
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_37.csv
new file mode 100644
index 0000000..ef368d6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.668
+2,BCorrU,49.288
+3,BF_BCmean,42.57
+4,BF_BCmedian,39.9995
+5,BF_PF_BCmean,42.551
+6,BF_PF_BCmedian,40.1655
+7,BF_PFmean,42.5335
+8,BF_PFmedian,40.174
+9,PCohF,50
+10,PF_BCmean,42.529
+11,PF_BCmedian,40.009
+12,T_BCmean,49.074
+13,T_BCmedian,48.706
+14,T_BF_BCmean,49.0995
+15,T_BF_BCmedian,47.1635
+16,T_BF_PF_BCmean,49.1825
+17,T_BF_PF_BCmedian,45.4935
+18,T_BF_PFmean,49.1275
+19,T_BF_PFmedian,41.265
+20,T_BFmean,49.0695
+21,T_BFmedian,48.7045
+22,T_PF_BCmean,49.098
+23,T_PF_BCmedian,47.3935
+24,T_PFmean,49.068
+25,T_PFmedian,48.7075
+26,Tigress,48.484
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_73.csv
new file mode 100644
index 0000000..ef368d6
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.668
+2,BCorrU,49.288
+3,BF_BCmean,42.57
+4,BF_BCmedian,39.9995
+5,BF_PF_BCmean,42.551
+6,BF_PF_BCmedian,40.1655
+7,BF_PFmean,42.5335
+8,BF_PFmedian,40.174
+9,PCohF,50
+10,PF_BCmean,42.529
+11,PF_BCmedian,40.009
+12,T_BCmean,49.074
+13,T_BCmedian,48.706
+14,T_BF_BCmean,49.0995
+15,T_BF_BCmedian,47.1635
+16,T_BF_PF_BCmean,49.1825
+17,T_BF_PF_BCmedian,45.4935
+18,T_BF_PFmean,49.1275
+19,T_BF_PFmedian,41.265
+20,T_BFmean,49.0695
+21,T_BFmedian,48.7045
+22,T_PF_BCmean,49.098
+23,T_PF_BCmedian,47.3935
+24,T_PFmean,49.068
+25,T_PFmedian,48.7075
+26,Tigress,48.484
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..934718c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.7133333333333
+2,BCorrU,49.4
+3,BF_BCmean,42.95
+4,BF_BCmedian,38.8525
+5,BF_PF_BCmean,42.945
+6,BF_PF_BCmedian,39.1025
+7,BF_PFmean,42.9425
+8,BF_PFmedian,39.17
+9,PCohF,50
+10,PF_BCmean,42.935
+11,PF_BCmedian,38.895
+12,T_BCmean,49.15
+13,T_BCmedian,48.83
+14,T_BF_BCmean,49.1925
+15,T_BF_BCmedian,47.3525
+16,T_BF_PF_BCmean,49.2775
+17,T_BF_PF_BCmedian,45.5825
+18,T_BF_PFmean,49.2125
+19,T_BF_PFmedian,40.535
+20,T_BFmean,49.1425
+21,T_BFmedian,48.8275
+22,T_PF_BCmean,49.19
+23,T_PF_BCmedian,47.6025
+24,T_PFmean,49.14
+25,T_PFmedian,48.8325
+26,Tigress,48.62
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..c9966f3
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.6
+2,BCorrU,49.12
+3,BF_BCmean,42
+4,BF_BCmedian,41.72
+5,BF_PF_BCmean,41.96
+6,BF_PF_BCmedian,41.76
+7,BF_PFmean,41.92
+8,BF_PFmedian,41.68
+9,PCohF,50
+10,PF_BCmean,41.92
+11,PF_BCmedian,41.68
+12,T_BCmean,48.96
+13,T_BCmedian,48.52
+14,T_BF_BCmean,48.96
+15,T_BF_BCmedian,46.88
+16,T_BF_PF_BCmean,49.04
+17,T_BF_PF_BCmedian,45.36
+18,T_BF_PFmean,49
+19,T_BF_PFmedian,42.36
+20,T_BFmean,48.96
+21,T_BFmedian,48.52
+22,T_PF_BCmean,48.96
+23,T_PF_BCmedian,47.08
+24,T_PFmean,48.96
+25,T_PFmedian,48.52
+26,Tigress,48.28
diff --git a/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..d413383
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim7/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,49.8266666666667
+2,BCorrU,49.68
+3,BF_BCmean,43.9
+4,BF_BCmedian,35.985
+5,BF_PF_BCmean,43.93
+6,BF_PF_BCmedian,36.445
+7,BF_PFmean,43.965
+8,BF_PFmedian,36.66
+9,PCohF,50
+10,PF_BCmean,43.95
+11,PF_BCmedian,36.11
+12,T_BCmean,49.34
+13,T_BCmedian,49.14
+14,T_BF_BCmean,49.425
+15,T_BF_BCmedian,47.825
+16,T_BF_PF_BCmean,49.515
+17,T_BF_PF_BCmedian,45.805
+18,T_BF_PFmean,49.425
+19,T_BF_PFmedian,38.71
+20,T_BFmean,49.325
+21,T_BFmedian,49.135
+22,T_PF_BCmean,49.42
+23,T_PF_BCmedian,48.125
+24,T_PFmean,49.32
+25,T_PFmedian,49.145
+26,Tigress,48.96
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..6766b1b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim8Sub001,sim8Sub002,sim8Sub003,sim8Sub004,sim8Sub005,sim8Sub006,sim8Sub007,sim8Sub008,sim8Sub009,sim8Sub010,sim8Sub011,sim8Sub012,sim8Sub013,sim8Sub014,sim8Sub015,sim8Sub016,sim8Sub017,sim8Sub018,sim8Sub019,sim8Sub020,sim8Sub021,sim8Sub022,sim8Sub023,sim8Sub024,sim8Sub025,sim8Sub026,sim8Sub027,sim8Sub028,sim8Sub029,sim8Sub030,sim8Sub031,sim8Sub032,sim8Sub033,sim8Sub034,sim8Sub035,sim8Sub036,sim8Sub037,sim8Sub038,sim8Sub039,sim8Sub040,sim8Sub041,sim8Sub042,sim8Sub043,sim8Sub044,sim8Sub045,sim8Sub046,sim8Sub047,sim8Sub048,sim8Sub049,sim8Sub050
+1,BCohF,0.76,0.92,0.92,0.92,0.84,0.84,0.92,0.76,0.84,0.92,1,0.84,0.84,0.92,0.92,0.76,0.84,0.84,0.92,0.84,0.76,0.84,0.92,1,0.84,0.76,0.84,1,0.92,0.84,0.84,0.92,0.92,0.76,0.92,0.92,0.84,1,0.76,0.92,0.68,0.92,0.84,0.76,0.92,0.84,0.76,0.84,0.92,0.84
+2,BCorrU,0.84,0.92,0.84,0.92,0.84,0.84,0.92,0.76,0.76,0.92,0.92,0.84,0.84,0.92,0.92,0.68,0.84,0.84,0.84,0.84,0.68,0.84,0.84,0.92,0.76,0.76,0.84,0.92,1,0.84,0.84,0.76,0.84,0.76,0.92,0.92,0.84,1,0.84,0.92,0.68,0.84,0.76,0.76,0.92,0.84,0.76,1,1,0.84
+3,BF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+6,BF_PF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+7,BF_PFmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+8,BF_PFmedian,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.8,0.84,0.8,0.84,0.84,0.8,0.8,0.84,0.84,0.8,0.84,0.84,0.84
+9,PCohF,0.84,1,0.92,1,0.92,0.84,0.92,0.92,0.84,0.92,1,0.84,0.92,0.92,1,0.68,0.92,0.92,0.92,0.92,0.84,0.84,0.92,1,0.84,0.76,0.84,1,0.92,0.84,0.92,0.92,0.92,0.76,0.92,0.92,0.92,1,0.84,0.92,0.84,1,0.84,0.76,0.84,0.84,0.76,0.84,0.92,0.92
+10,PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+11,PF_BCmedian,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.84,0.84,0.84
+12,T_BCmean,0.88,0.92,0.96,0.96,0.92,0.92,0.96,0.88,0.88,0.84,0.92,0.92,0.96,0.92,1,0.84,0.84,0.92,0.92,0.96,0.84,0.8,0.92,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.92,0.88,0.92,0.92,0.96,0.96,0.88,0.92,0.84,0.92,0.8,0.84,0.92,0.88,0.88,0.92,0.96,0.88
+13,T_BCmedian,0.84,0.96,0.96,0.96,0.88,0.88,0.96,0.88,0.88,0.88,0.92,0.92,0.96,0.92,1,0.84,0.8,0.92,0.88,0.96,0.84,0.84,0.92,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.88,0.88,0.92,0.92,0.96,0.96,0.88,0.88,0.84,0.88,0.8,0.8,0.92,0.88,0.92,0.92,0.96,0.92
+14,T_BF_BCmean,0.88,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.88,0.84,0.92,0.88,0.92,0.92,1,0.84,0.84,0.92,0.92,0.92,0.84,0.8,0.88,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.92,0.88,0.96,0.92,0.92,1,0.88,0.92,0.84,0.92,0.8,0.84,0.92,0.88,0.88,0.96,0.92,0.88
+15,T_BF_BCmedian,0.88,0.92,0.96,0.92,0.84,0.92,0.96,0.8,0.84,0.84,0.96,0.88,0.88,0.92,1,0.84,0.84,0.88,0.84,0.96,0.84,0.84,0.92,0.96,0.92,0.84,0.92,0.92,0.92,0.88,0.88,0.84,0.88,0.84,0.96,0.92,0.96,0.92,0.88,0.92,0.84,0.88,0.8,0.84,0.92,0.96,0.88,0.88,0.88,0.88
+16,T_BF_PF_BCmean,0.84,0.92,0.92,0.96,0.88,0.92,0.92,0.88,0.88,0.84,0.96,0.88,0.92,0.92,1,0.84,0.8,0.88,0.92,0.92,0.84,0.88,0.88,0.96,0.88,0.84,0.92,0.96,0.96,0.88,0.88,0.88,0.92,0.88,0.96,0.92,0.92,1,0.88,0.92,0.84,0.92,0.8,0.84,0.96,0.88,0.88,0.92,0.92,0.88
+17,T_BF_PF_BCmedian,0.88,0.92,0.96,0.92,0.84,0.92,0.96,0.8,0.84,0.84,0.96,0.88,0.88,0.88,0.96,0.84,0.84,0.88,0.84,0.92,0.84,0.88,0.88,0.88,0.84,0.88,0.92,0.92,0.92,0.84,0.88,0.88,0.88,0.84,0.92,0.88,0.92,0.88,0.84,0.88,0.84,0.84,0.8,0.84,0.92,0.92,0.84,0.88,0.92,0.88
+18,T_BF_PFmean,0.88,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.88,0.84,0.92,0.88,0.92,0.92,0.96,0.84,0.84,0.92,0.92,0.96,0.84,0.8,0.88,0.96,0.88,0.84,0.96,0.96,0.96,0.88,0.88,0.88,0.92,0.88,0.92,0.92,0.92,1,0.88,0.88,0.84,0.92,0.84,0.84,0.96,0.88,0.84,0.96,0.92,0.88
+19,T_BF_PFmedian,0.88,0.84,0.84,0.84,0.84,0.88,0.92,0.8,0.84,0.84,0.88,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.8,0.88,0.84,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.84,0.84,0.88,0.84,0.84,0.84,0.88,0.88,0.84,0.88,0.84,0.84,0.8,0.84,0.88,0.88,0.84,0.84,0.84,0.84
+20,T_BFmean,0.88,0.92,0.96,0.96,0.88,0.88,0.96,0.88,0.88,0.84,0.96,0.92,0.96,0.92,0.96,0.84,0.84,0.92,0.92,0.96,0.88,0.8,0.96,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.92,0.88,0.92,0.92,0.96,0.96,0.88,0.88,0.84,0.92,0.8,0.84,0.92,0.88,0.84,0.96,0.96,0.88
+21,T_BFmedian,0.88,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.88,0.84,0.96,0.92,0.96,0.88,1,0.84,0.8,0.88,0.92,0.96,0.84,0.8,0.92,0.96,0.88,0.84,0.96,0.96,0.96,0.88,0.88,0.88,0.92,0.88,0.92,0.92,0.96,0.96,0.88,0.88,0.84,0.88,0.8,0.84,0.92,0.88,0.88,0.92,0.96,0.88
+22,T_PF_BCmean,0.88,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.88,0.84,0.92,0.88,0.92,0.92,1,0.84,0.84,0.92,0.92,0.92,0.84,0.84,0.88,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.92,0.88,0.92,0.92,0.92,1,0.88,0.92,0.84,0.92,0.8,0.84,0.92,0.88,0.88,0.96,0.92,0.88
+23,T_PF_BCmedian,0.88,0.92,0.96,0.92,0.84,0.92,0.96,0.8,0.84,0.84,1,0.88,0.88,0.92,1,0.84,0.84,0.88,0.84,0.96,0.84,0.84,0.92,0.96,0.92,0.84,0.92,0.92,0.92,0.88,0.88,0.84,0.88,0.84,0.96,0.92,0.96,0.92,0.88,0.92,0.84,0.88,0.8,0.84,0.92,0.96,0.88,0.88,0.92,0.88
+24,T_PFmean,0.88,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.88,0.84,0.96,0.92,0.96,0.92,0.96,0.84,0.84,0.88,0.92,0.96,0.88,0.8,0.96,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.92,0.88,0.92,0.92,0.96,0.96,0.88,0.88,0.84,0.92,0.8,0.84,0.92,0.88,0.88,0.96,0.96,0.88
+25,T_PFmedian,0.88,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.88,0.84,0.96,0.92,0.96,0.92,0.96,0.84,0.84,0.88,0.92,0.96,0.84,0.8,0.92,0.96,0.88,0.84,0.96,0.96,1,0.88,0.88,0.88,0.92,0.84,0.92,0.92,0.92,0.96,0.88,0.88,0.84,0.88,0.8,0.8,0.92,0.88,0.88,0.92,0.96,0.88
+26,Tigress,0.84,0.92,0.96,0.96,0.88,0.92,0.96,0.88,0.84,0.84,0.96,0.92,0.96,0.92,0.96,0.8,0.84,0.88,0.88,0.96,0.84,0.8,0.96,0.96,0.88,0.8,0.92,0.96,1,0.88,0.88,0.88,0.92,0.84,0.92,0.96,0.96,0.96,0.88,0.88,0.84,0.92,0.8,0.84,0.92,0.88,0.88,0.92,0.96,0.84
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..0420d1d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim8Sub001,sim8Sub002,sim8Sub003,sim8Sub004,sim8Sub005,sim8Sub006,sim8Sub007,sim8Sub008,sim8Sub009,sim8Sub010,sim8Sub011,sim8Sub012,sim8Sub013,sim8Sub014,sim8Sub015,sim8Sub016,sim8Sub017,sim8Sub018,sim8Sub019,sim8Sub020,sim8Sub021,sim8Sub022,sim8Sub023,sim8Sub024,sim8Sub025,sim8Sub026,sim8Sub027,sim8Sub028,sim8Sub029,sim8Sub030,sim8Sub031,sim8Sub032,sim8Sub033,sim8Sub034,sim8Sub035,sim8Sub036,sim8Sub037,sim8Sub038,sim8Sub039,sim8Sub040,sim8Sub041,sim8Sub042,sim8Sub043,sim8Sub044,sim8Sub045,sim8Sub046,sim8Sub047,sim8Sub048,sim8Sub049,sim8Sub050
+1,BCohF,0.84,0.92,0.946666666666667,0.973333333333333,0.84,0.84,0.933333333333333,0.84,0.826666666666667,0.946666666666667,1,0.84,0.866666666666667,0.893333333333333,0.973333333333333,0.733333333333333,0.84,0.866666666666667,0.906666666666667,0.853333333333333,0.813333333333333,0.76,0.96,1,0.813333333333333,0.746666666666667,0.866666666666667,1,0.973333333333333,0.893333333333333,0.893333333333333,0.92,0.893333333333333,0.76,0.946666666666667,0.92,0.92,1,0.813333333333333,0.893333333333333,0.706666666666667,0.933333333333333,0.893333333333333,0.76,0.893333333333333,0.746666666666667,0.733333333333333,0.92,0.973333333333333,0.893333333333333
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diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_37.csv
new file mode 100644
index 0000000..6de14de
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_37.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_73.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_73.csv
new file mode 100644
index 0000000..6de14de
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_73.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_equal.csv
new file mode 100644
index 0000000..c8ff27c
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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+22,0.895,0.94,0.97,0.955,0.905,0.9275,0.97,0.8875,0.805,0.865,0.94,0.8975,0.91,0.945,1,0.725,0.845,0.915,0.91,0.9325,0.8575,0.8425,0.9,0.96,0.8825,0.83,0.96,0.975,1,0.9025,0.9,0.885,0.9,0.8,0.9425,0.935,0.9375,1,0.875,0.9075,0.7525,0.9175,0.8025,0.8225,0.94,0.9025,0.89,0.9675,0.94,0.86
+23,0.8975,0.9275,0.9725,0.945,0.8625,0.9425,0.965,0.8125,0.7975,0.86,1,0.905,0.86,0.94,1,0.77,0.8475,0.89,0.835,0.95,0.865,0.8525,0.9325,0.97,0.9275,0.855,0.9375,0.9325,0.935,0.9025,0.895,0.8625,0.86,0.7675,0.97,0.9375,0.97,0.93,0.8725,0.9075,0.7425,0.8725,0.76,0.8275,0.935,0.9525,0.9,0.895,0.935,0.865
+24,0.895,0.935,0.965,0.965,0.91,0.93,0.97,0.88,0.82,0.86,0.965,0.925,0.945,0.94,0.975,0.75,0.8425,0.8975,0.9125,0.9675,0.885,0.81,0.965,0.96,0.8925,0.835,0.96,0.975,1,0.895,0.9,0.8975,0.91,0.8075,0.94,0.94,0.975,0.975,0.87,0.88,0.7625,0.9175,0.79,0.82,0.9375,0.9025,0.9,0.97,0.965,0.855
+25,0.89,0.9425,0.96,0.955,0.8875,0.93,0.97,0.88,0.815,0.8425,0.965,0.9275,0.945,0.93,0.975,0.7525,0.845,0.865,0.905,0.9675,0.86,0.8175,0.94,0.965,0.8875,0.8425,0.96,0.975,1,0.9,0.9,0.8975,0.9075,0.77,0.94,0.94,0.9475,0.975,0.865,0.8925,0.745,0.885,0.785,0.7875,0.94,0.9025,0.9,0.9375,0.965,0.865
+26,0.8575,0.9275,0.955,0.97,0.9125,0.93,0.97,0.87,0.8075,0.865,0.96,0.9275,0.945,0.93,0.97,0.7325,0.845,0.9,0.885,0.975,0.86,0.805,0.9625,0.96,0.8925,0.815,0.935,0.97,1,0.905,0.8975,0.895,0.9075,0.81,0.945,0.965,0.9775,0.97,0.865,0.88,0.7725,0.92,0.7675,0.81,0.94,0.9075,0.9,0.945,0.96,0.835
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_37.csv
new file mode 100644
index 0000000..a49f1c9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.856
+2,BCorrU,0.85
+3,BF_BCmean,0.828
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.8325
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.828
+8,BF_PFmedian,0.81
+9,PCohF,0.916
+10,PF_BCmean,0.8295
+11,PF_BCmedian,0.81
+12,T_BCmean,0.92075
+13,T_BCmedian,0.8985
+14,T_BF_BCmean,0.911
+15,T_BF_BCmedian,0.88975
+16,T_BF_PF_BCmean,0.89925
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.90375
+19,T_BF_PFmedian,0.8325
+20,T_BFmean,0.91625
+21,T_BFmedian,0.8965
+22,T_PF_BCmean,0.91025
+23,T_PF_BCmedian,0.89275
+24,T_PFmean,0.91475
+25,T_PFmedian,0.90225
+26,Tigress,0.906
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_73.csv
new file mode 100644
index 0000000..a49f1c9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.856
+2,BCorrU,0.85
+3,BF_BCmean,0.828
+4,BF_BCmedian,0.81
+5,BF_PF_BCmean,0.8325
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.828
+8,BF_PFmedian,0.81
+9,PCohF,0.916
+10,PF_BCmean,0.8295
+11,PF_BCmedian,0.81
+12,T_BCmean,0.92075
+13,T_BCmedian,0.8985
+14,T_BF_BCmean,0.911
+15,T_BF_BCmedian,0.88975
+16,T_BF_PF_BCmean,0.89925
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.90375
+19,T_BF_PFmedian,0.8325
+20,T_BFmean,0.91625
+21,T_BFmedian,0.8965
+22,T_PF_BCmean,0.91025
+23,T_PF_BCmedian,0.89275
+24,T_PFmean,0.91475
+25,T_PFmedian,0.90225
+26,Tigress,0.906
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_equal.csv
new file mode 100644
index 0000000..d080b9d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.866666666666666
+2,BCorrU,0.856666666666667
+3,BF_BCmean,0.82
+4,BF_BCmedian,0.79
+5,BF_PF_BCmean,0.8275
+6,BF_PF_BCmedian,0.79
+7,BF_PFmean,0.82
+8,BF_PFmedian,0.79
+9,PCohF,0.913333333333333
+10,PF_BCmean,0.825
+11,PF_BCmedian,0.79
+12,T_BCmean,0.92125
+13,T_BCmedian,0.90125
+14,T_BF_BCmean,0.90625
+15,T_BF_BCmedian,0.89625
+16,T_BF_PF_BCmean,0.89875
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.90625
+19,T_BF_PFmedian,0.82375
+20,T_BFmean,0.91375
+21,T_BFmedian,0.9075
+22,T_PF_BCmean,0.90625
+23,T_PF_BCmedian,0.90125
+24,T_PFmean,0.91125
+25,T_PFmedian,0.90375
+26,Tigress,0.91
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..7ff31c1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.84
+2,BCorrU,0.84
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.92
+13,T_BCmedian,0.9
+14,T_BF_BCmean,0.92
+15,T_BF_BCmedian,0.88
+16,T_BF_PF_BCmean,0.9
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.9
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.92
+21,T_BFmedian,0.88
+22,T_PF_BCmean,0.92
+23,T_PF_BCmedian,0.88
+24,T_PFmean,0.92
+25,T_PFmedian,0.9
+26,Tigress,0.9
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..4531d1e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.893333333333333
+2,BCorrU,0.873333333333334
+3,BF_BCmean,0.8
+4,BF_BCmedian,0.74
+5,BF_PF_BCmean,0.815
+6,BF_PF_BCmedian,0.74
+7,BF_PFmean,0.8
+8,BF_PFmedian,0.74
+9,PCohF,0.92
+10,PF_BCmean,0.81
+11,PF_BCmedian,0.745
+12,T_BCmean,0.925
+13,T_BCmedian,0.9175
+14,T_BF_BCmean,0.9125
+15,T_BF_BCmedian,0.9075
+16,T_BF_PF_BCmean,0.9075
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.8
+20,T_BFmean,0.9225
+21,T_BFmedian,0.9225
+22,T_PF_BCmean,0.9175
+23,T_PF_BCmedian,0.9175
+24,T_PFmean,0.9225
+25,T_PFmedian,0.92
+26,Tigress,0.93
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_37.csv
new file mode 100644
index 0000000..397aa52
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.416
+2,BCorrU,42.816
+3,BF_BCmean,41.159
+4,BF_BCmedian,40.484
+5,BF_PF_BCmean,41.2655
+6,BF_PF_BCmedian,40.2955
+7,BF_PFmean,41.2255
+8,BF_PFmedian,40.238
+9,PCohF,44.688
+10,PF_BCmean,41.174
+11,PF_BCmedian,40.486
+12,T_BCmean,45.347
+13,T_BCmedian,45.163
+14,T_BF_BCmean,45.1345
+15,T_BF_BCmedian,44.522
+16,T_BF_PF_BCmean,44.892
+17,T_BF_PF_BCmedian,43.7805
+18,T_BF_PFmean,45.074
+19,T_BF_PFmedian,41.6525
+20,T_BFmean,45.2875
+21,T_BFmedian,45.08
+22,T_PF_BCmean,45.1405
+23,T_PF_BCmedian,44.7205
+24,T_PFmean,45.3335
+25,T_PFmedian,45.043
+26,Tigress,45.05
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_73.csv
new file mode 100644
index 0000000..397aa52
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.416
+2,BCorrU,42.816
+3,BF_BCmean,41.159
+4,BF_BCmedian,40.484
+5,BF_PF_BCmean,41.2655
+6,BF_PF_BCmedian,40.2955
+7,BF_PFmean,41.2255
+8,BF_PFmedian,40.238
+9,PCohF,44.688
+10,PF_BCmean,41.174
+11,PF_BCmedian,40.486
+12,T_BCmean,45.347
+13,T_BCmedian,45.163
+14,T_BF_BCmean,45.1345
+15,T_BF_BCmedian,44.522
+16,T_BF_PF_BCmean,44.892
+17,T_BF_PF_BCmedian,43.7805
+18,T_BF_PFmean,45.074
+19,T_BF_PFmedian,41.6525
+20,T_BFmean,45.2875
+21,T_BFmedian,45.08
+22,T_PF_BCmean,45.1405
+23,T_PF_BCmedian,44.7205
+24,T_PFmean,45.3335
+25,T_PFmedian,45.043
+26,Tigress,45.05
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..2be6b37
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.56
+2,BCorrU,43.04
+3,BF_BCmean,40.705
+4,BF_BCmedian,39.58
+5,BF_PF_BCmean,40.8825
+6,BF_PF_BCmedian,39.2925
+7,BF_PFmean,40.8425
+8,BF_PFmedian,39.33
+9,PCohF,44.7733333333333
+10,PF_BCmean,40.81
+11,PF_BCmedian,39.61
+12,T_BCmean,45.365
+13,T_BCmedian,45.165
+14,T_BF_BCmean,45.1175
+15,T_BF_BCmedian,44.47
+16,T_BF_PF_BCmean,44.82
+17,T_BF_PF_BCmedian,43.6075
+18,T_BF_PFmean,45.07
+19,T_BF_PFmedian,41.1275
+20,T_BFmean,45.2925
+21,T_BFmedian,45.08
+22,T_PF_BCmean,45.1275
+23,T_PF_BCmedian,44.7475
+24,T_PFmean,45.3425
+25,T_PFmedian,45.045
+26,Tigress,45.11
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..243d2a1
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.2
+2,BCorrU,42.48
+3,BF_BCmean,41.84
+4,BF_BCmedian,41.84
+5,BF_PF_BCmean,41.84
+6,BF_PF_BCmedian,41.8
+7,BF_PFmean,41.8
+8,BF_PFmedian,41.6
+9,PCohF,44.56
+10,PF_BCmean,41.72
+11,PF_BCmedian,41.8
+12,T_BCmean,45.32
+13,T_BCmedian,45.16
+14,T_BF_BCmean,45.16
+15,T_BF_BCmedian,44.6
+16,T_BF_PF_BCmean,45
+17,T_BF_PF_BCmedian,44.04
+18,T_BF_PFmean,45.08
+19,T_BF_PFmedian,42.44
+20,T_BFmean,45.28
+21,T_BFmedian,45.08
+22,T_PF_BCmean,45.16
+23,T_PF_BCmedian,44.68
+24,T_PFmean,45.32
+25,T_PFmedian,45.04
+26,Tigress,44.96
diff --git a/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..dd08c22
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim8/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,43.92
+2,BCorrU,43.6
+3,BF_BCmean,39.57
+4,BF_BCmedian,37.32
+5,BF_PF_BCmean,39.925
+6,BF_PF_BCmedian,36.785
+7,BF_PFmean,39.885
+8,BF_PFmedian,37.06
+9,PCohF,44.9866666666667
+10,PF_BCmean,39.9
+11,PF_BCmedian,37.42
+12,T_BCmean,45.41
+13,T_BCmedian,45.17
+14,T_BF_BCmean,45.075
+15,T_BF_BCmedian,44.34
+16,T_BF_PF_BCmean,44.64
+17,T_BF_PF_BCmedian,43.175
+18,T_BF_PFmean,45.06
+19,T_BF_PFmedian,39.815
+20,T_BFmean,45.305
+21,T_BFmedian,45.08
+22,T_PF_BCmean,45.095
+23,T_PF_BCmedian,44.815
+24,T_PFmean,45.365
+25,T_PFmedian,45.05
+26,Tigress,45.26
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_Data_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_Data_onlyACC.csv
new file mode 100755
index 0000000..3287d4d
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_Data_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim9Sub001,sim9Sub002,sim9Sub003,sim9Sub004,sim9Sub005,sim9Sub006,sim9Sub007,sim9Sub008,sim9Sub009,sim9Sub010,sim9Sub011,sim9Sub012,sim9Sub013,sim9Sub014,sim9Sub015,sim9Sub016,sim9Sub017,sim9Sub018,sim9Sub019,sim9Sub020,sim9Sub021,sim9Sub022,sim9Sub023,sim9Sub024,sim9Sub025,sim9Sub026,sim9Sub027,sim9Sub028,sim9Sub029,sim9Sub030,sim9Sub031,sim9Sub032,sim9Sub033,sim9Sub034,sim9Sub035,sim9Sub036,sim9Sub037,sim9Sub038,sim9Sub039,sim9Sub040,sim9Sub041,sim9Sub042,sim9Sub043,sim9Sub044,sim9Sub045,sim9Sub046,sim9Sub047,sim9Sub048,sim9Sub049,sim9Sub050
+1,BCohF,0.84,0.92,1,0.92,0.84,0.84,0.92,0.84,0.76,0.92,0.84,0.92,1,1,0.92,0.76,0.92,0.84,0.92,0.92,0.92,0.84,0.92,1,0.92,0.84,1,1,0.92,0.92,0.84,0.92,0.84,0.76,0.92,0.84,0.92,0.92,1,0.92,0.76,0.92,0.76,0.92,0.92,0.92,0.84,0.92,1,0.84
+2,BCorrU,0.84,0.92,1,0.92,0.84,0.84,0.92,0.92,0.76,0.92,0.84,0.92,1,1,0.92,0.76,0.92,0.84,0.92,0.92,0.92,0.84,0.92,1,0.92,0.92,1,1,0.92,0.92,0.92,0.92,0.84,0.76,0.92,0.84,0.92,1,1,0.92,0.76,0.92,0.84,0.92,0.92,0.92,0.84,0.92,1,0.84
+3,BF_BCmean,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+4,BF_BCmedian,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.8,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
+5,BF_PF_BCmean,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.8,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84,0.84
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+25,T_PFmedian,0.84,0.92,0.96,0.96,0.92,0.92,0.96,0.92,0.84,0.92,0.92,0.96,0.96,0.96,0.92,0.8,0.88,0.92,0.92,0.96,0.92,0.92,0.96,0.96,0.88,0.96,0.96,0.96,0.96,0.92,0.92,0.92,0.92,0.84,0.88,0.92,0.92,0.96,0.96,0.88,0.84,0.84,0.92,0.88,0.96,0.92,0.92,0.96,0.96,0.88
+26,Tigress,0.84,0.92,0.96,0.96,0.92,0.88,0.96,0.92,0.84,0.88,0.92,0.96,0.96,0.96,0.92,0.8,0.88,0.92,0.92,0.88,0.92,0.88,0.96,0.96,0.84,0.96,0.96,0.96,0.96,0.96,0.88,0.92,0.92,0.84,0.88,0.92,0.96,0.96,0.96,0.88,0.8,0.88,0.88,0.88,0.92,0.92,0.88,0.96,0.96,0.88
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_Data_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_Data_onlyAUC.csv
new file mode 100755
index 0000000..1b99dd5
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_Data_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,sim9Sub001,sim9Sub002,sim9Sub003,sim9Sub004,sim9Sub005,sim9Sub006,sim9Sub007,sim9Sub008,sim9Sub009,sim9Sub010,sim9Sub011,sim9Sub012,sim9Sub013,sim9Sub014,sim9Sub015,sim9Sub016,sim9Sub017,sim9Sub018,sim9Sub019,sim9Sub020,sim9Sub021,sim9Sub022,sim9Sub023,sim9Sub024,sim9Sub025,sim9Sub026,sim9Sub027,sim9Sub028,sim9Sub029,sim9Sub030,sim9Sub031,sim9Sub032,sim9Sub033,sim9Sub034,sim9Sub035,sim9Sub036,sim9Sub037,sim9Sub038,sim9Sub039,sim9Sub040,sim9Sub041,sim9Sub042,sim9Sub043,sim9Sub044,sim9Sub045,sim9Sub046,sim9Sub047,sim9Sub048,sim9Sub049,sim9Sub050
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diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_37.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_37.csv
new file mode 100644
index 0000000..862ea17
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_37.csv
@@ -0,0 +1,27 @@
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new file mode 100644
index 0000000..862ea17
--- /dev/null
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diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_equal.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_equal.csv
new file mode 100644
index 0000000..8c031a4
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_equal.csv
@@ -0,0 +1,27 @@
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diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_37.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_37.csv
new file mode 100644
index 0000000..40fba7e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.834
+4,BF_BCmedian,0.816
+5,BF_PF_BCmean,0.8385
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.81
+9,PCohF,0.928
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.813
+12,T_BCmean,0.9275
+13,T_BCmedian,0.92675
+14,T_BF_BCmean,0.926
+15,T_BF_BCmedian,0.917
+16,T_BF_PF_BCmean,0.926
+17,T_BF_PF_BCmedian,0.88375
+18,T_BF_PFmean,0.926
+19,T_BF_PFmedian,0.8385
+20,T_BFmean,0.9275
+21,T_BFmedian,0.929
+22,T_PF_BCmean,0.926
+23,T_PF_BCmedian,0.92525
+24,T_PFmean,0.92825
+25,T_PFmedian,0.929
+26,Tigress,0.926
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_73.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_73.csv
new file mode 100644
index 0000000..40fba7e
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.834
+4,BF_BCmedian,0.816
+5,BF_PF_BCmean,0.8385
+6,BF_PF_BCmedian,0.81
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.81
+9,PCohF,0.928
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.813
+12,T_BCmean,0.9275
+13,T_BCmedian,0.92675
+14,T_BF_BCmean,0.926
+15,T_BF_BCmedian,0.917
+16,T_BF_PF_BCmean,0.926
+17,T_BF_PF_BCmedian,0.88375
+18,T_BF_PFmean,0.926
+19,T_BF_PFmedian,0.8385
+20,T_BFmean,0.9275
+21,T_BFmedian,0.929
+22,T_PF_BCmean,0.926
+23,T_PF_BCmedian,0.92525
+24,T_PFmean,0.92825
+25,T_PFmedian,0.929
+26,Tigress,0.926
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_equal.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_equal.csv
new file mode 100644
index 0000000..37b2ecf
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.83
+4,BF_BCmedian,0.8
+5,BF_PF_BCmean,0.8375
+6,BF_PF_BCmedian,0.79
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.7925
+9,PCohF,0.933333333333334
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.79875
+12,T_BCmean,0.9325
+13,T_BCmedian,0.93125
+14,T_BF_BCmean,0.93
+15,T_BF_BCmedian,0.915
+16,T_BF_PF_BCmean,0.93
+17,T_BF_PF_BCmedian,0.88625
+18,T_BF_PFmean,0.93
+19,T_BF_PFmedian,0.83375
+20,T_BFmean,0.9325
+21,T_BFmedian,0.935
+22,T_PF_BCmean,0.93
+23,T_PF_BCmedian,0.92875
+24,T_PFmean,0.93375
+25,T_PFmedian,0.935
+26,Tigress,0.93
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_onlyACC.csv
new file mode 100644
index 0000000..6b58e77
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.84
+4,BF_BCmedian,0.84
+5,BF_PF_BCmean,0.84
+6,BF_PF_BCmedian,0.84
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.84
+9,PCohF,0.92
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.84
+12,T_BCmean,0.92
+13,T_BCmedian,0.92
+14,T_BF_BCmean,0.92
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.92
+17,T_BF_PF_BCmedian,0.88
+18,T_BF_PFmean,0.92
+19,T_BF_PFmedian,0.84
+20,T_BFmean,0.92
+21,T_BFmedian,0.92
+22,T_PF_BCmean,0.92
+23,T_PF_BCmedian,0.92
+24,T_PFmean,0.92
+25,T_PFmedian,0.92
+26,Tigress,0.92
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_onlyAUC.csv
new file mode 100644
index 0000000..cb71cc9
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_median_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Median_across_patients
+1,BCohF,0.92
+2,BCorrU,0.92
+3,BF_BCmean,0.82
+4,BF_BCmedian,0.76
+5,BF_PF_BCmean,0.835
+6,BF_PF_BCmedian,0.74
+7,BF_PFmean,0.84
+8,BF_PFmedian,0.7525
+9,PCohF,0.946666666666667
+10,PF_BCmean,0.84
+11,PF_BCmedian,0.765
+12,T_BCmean,0.945
+13,T_BCmedian,0.9425
+14,T_BF_BCmean,0.94
+15,T_BF_BCmedian,0.92
+16,T_BF_PF_BCmean,0.94
+17,T_BF_PF_BCmedian,0.8925
+18,T_BF_PFmean,0.9425
+19,T_BF_PFmedian,0.8275
+20,T_BFmean,0.945
+21,T_BFmedian,0.95
+22,T_PF_BCmean,0.94
+23,T_PF_BCmedian,0.9375
+24,T_PFmean,0.9475
+25,T_PFmedian,0.95
+26,Tigress,0.945
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_37.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_37.csv
new file mode 100644
index 0000000..719d636
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_37.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.052
+2,BCorrU,45.348
+3,BF_BCmean,41.5455
+4,BF_BCmedian,40.3555
+5,BF_PF_BCmean,41.674
+6,BF_PF_BCmedian,40.303
+7,BF_PFmean,41.6275
+8,BF_PFmedian,40.3205
+9,PCohF,46.636
+10,PF_BCmean,41.707
+11,PF_BCmedian,40.336
+12,T_BCmean,46.0405
+13,T_BCmedian,45.708
+14,T_BF_BCmean,45.867
+15,T_BF_BCmedian,45.1575
+16,T_BF_PF_BCmean,45.7825
+17,T_BF_PF_BCmedian,43.9975
+18,T_BF_PFmean,45.9335
+19,T_BF_PFmedian,41.937
+20,T_BFmean,46.048
+21,T_BFmedian,45.799
+22,T_PF_BCmean,45.873
+23,T_PF_BCmedian,45.451
+24,T_PFmean,46.153
+25,T_PFmedian,45.9615
+26,Tigress,45.733
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_73.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_73.csv
new file mode 100644
index 0000000..719d636
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_73.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.052
+2,BCorrU,45.348
+3,BF_BCmean,41.5455
+4,BF_BCmedian,40.3555
+5,BF_PF_BCmean,41.674
+6,BF_PF_BCmedian,40.303
+7,BF_PFmean,41.6275
+8,BF_PFmedian,40.3205
+9,PCohF,46.636
+10,PF_BCmean,41.707
+11,PF_BCmedian,40.336
+12,T_BCmean,46.0405
+13,T_BCmedian,45.708
+14,T_BF_BCmean,45.867
+15,T_BF_BCmedian,45.1575
+16,T_BF_PF_BCmean,45.7825
+17,T_BF_PF_BCmedian,43.9975
+18,T_BF_PFmean,45.9335
+19,T_BF_PFmedian,41.937
+20,T_BFmean,46.048
+21,T_BFmedian,45.799
+22,T_PF_BCmean,45.873
+23,T_PF_BCmedian,45.451
+24,T_PFmean,46.153
+25,T_PFmedian,45.9615
+26,Tigress,45.733
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_equal.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_equal.csv
new file mode 100644
index 0000000..b32da8b
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_equal.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.22
+2,BCorrU,45.4466666666667
+3,BF_BCmean,41.3225
+4,BF_BCmedian,39.3925
+5,BF_PF_BCmean,41.51
+6,BF_PF_BCmedian,39.305
+7,BF_PFmean,41.5125
+8,BF_PFmedian,39.4675
+9,PCohF,46.7933333333333
+10,PF_BCmean,41.565
+11,PF_BCmedian,39.44
+12,T_BCmean,46.0675
+13,T_BCmedian,45.7
+14,T_BF_BCmean,45.885
+15,T_BF_BCmedian,45.1025
+16,T_BF_PF_BCmean,45.7975
+17,T_BF_PF_BCmedian,43.9425
+18,T_BF_PFmean,45.9425
+19,T_BF_PFmedian,41.495
+20,T_BFmean,46.08
+21,T_BFmedian,45.825
+22,T_PF_BCmean,45.895
+23,T_PF_BCmedian,45.485
+24,T_PFmean,46.175
+25,T_PFmedian,45.9625
+26,Tigress,45.795
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_onlyACC.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_onlyACC.csv
new file mode 100644
index 0000000..dbb5706
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_onlyACC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,44.8
+2,BCorrU,45.2
+3,BF_BCmean,41.88
+4,BF_BCmedian,41.8
+5,BF_PF_BCmean,41.92
+6,BF_PF_BCmedian,41.8
+7,BF_PFmean,41.8
+8,BF_PFmedian,41.6
+9,PCohF,46.4
+10,PF_BCmean,41.92
+11,PF_BCmedian,41.68
+12,T_BCmean,46
+13,T_BCmedian,45.72
+14,T_BF_BCmean,45.84
+15,T_BF_BCmedian,45.24
+16,T_BF_PF_BCmean,45.76
+17,T_BF_PF_BCmedian,44.08
+18,T_BF_PFmean,45.92
+19,T_BF_PFmedian,42.6
+20,T_BFmean,46
+21,T_BFmedian,45.76
+22,T_PF_BCmean,45.84
+23,T_PF_BCmedian,45.4
+24,T_PFmean,46.12
+25,T_PFmedian,45.96
+26,Tigress,45.64
diff --git a/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_onlyAUC.csv b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_onlyAUC.csv
new file mode 100644
index 0000000..d1987b2
--- /dev/null
+++ b/2_individual_and_combined_methods_analysis/sim9/Combined_data_sums_onlyAUC.csv
@@ -0,0 +1,27 @@
+,Method_name,Sum_of_avg_across_patients
+1,BCohF,45.64
+2,BCorrU,45.6933333333333
+3,BF_BCmean,40.765
+4,BF_BCmedian,36.985
+5,BF_PF_BCmean,41.1
+6,BF_PF_BCmedian,36.81
+7,BF_PFmean,41.225
+8,BF_PFmedian,37.335
+9,PCohF,47.1866666666667
+10,PF_BCmean,41.21
+11,PF_BCmedian,37.2
+12,T_BCmean,46.135
+13,T_BCmedian,45.68
+14,T_BF_BCmean,45.93
+15,T_BF_BCmedian,44.965
+16,T_BF_PF_BCmean,45.835
+17,T_BF_PF_BCmedian,43.805
+18,T_BF_PFmean,45.965
+19,T_BF_PFmedian,40.39
+20,T_BFmean,46.16
+21,T_BFmedian,45.89
+22,T_PF_BCmean,45.95
+23,T_PF_BCmedian,45.57
+24,T_PFmean,46.23
+25,T_PFmedian,45.965
+26,Tigress,45.95

From 394c6ee062d725e442f21195cdc0bf6be1133c70 Mon Sep 17 00:00:00 2001
From: Lauren P Marazzi <laurenmarazzi@gmail.com>
Date: Sun, 6 Nov 2022 20:31:57 -0500
Subject: [PATCH 2/4] Update README.md

---
 README.md | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 295c4f1..44e9808 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,8 @@
 # Ensemble-Functional-Brain-Networks
-This repository contains the code and the computations of the Koshy et al. 2022 paper. This includes the modified MULAN code with the additional regression inference methods and the ACC metrics 
+This repository contains the code and the computations of the Koshy et al. 2022 paper. This includes the analysis of the modified MULAN output for the 28 simulated networks.
+
+## `1_individual_methods_analysis`
+This subfolder contains the code for analysis of the 40 network inference methods found in MULAN and two additional molecular biology methods.
+
+## `2_individual_and_combined_methods_analysiss`
+This subfolder contains the code for analysis of the top individual inference methods and their combinations.

From 54c1c2b35287b0706dc41d4819dbad252edc92ad Mon Sep 17 00:00:00 2001
From: Lauren P Marazzi <laurenmarazzi@gmail.com>
Date: Sun, 6 Nov 2022 20:33:53 -0500
Subject: [PATCH 3/4] Update README.md

---
 1_individual_methods_analysis/README.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/1_individual_methods_analysis/README.md b/1_individual_methods_analysis/README.md
index 6ed0b92..9b31a49 100644
--- a/1_individual_methods_analysis/README.md
+++ b/1_individual_methods_analysis/README.md
@@ -1,6 +1,9 @@
 # Individual and combined methods analysis
 
-This subfolder contains the code and data for analyzing the networks created by the 40 single methods inmplemented in MULAN and molecular biology biology methods 
+This subfolder contains the code and data for analyzing the networks created by the 40 single methods inmplemented in MULAN and molecular biology methods 
+
+
+The code to perform the analysis can be found in  `analysis.Rmd`. An rmarkdown .html file is also found within this folder (`analysis.html`)
 
 The `sim` subfolders contain the following files for each simulated network:
 

From 721064b55a903a6c58762cdbae4b024220028727 Mon Sep 17 00:00:00 2001
From: Lauren P Marazzi <laurenmarazzi@gmail.com>
Date: Sun, 6 Nov 2022 20:34:07 -0500
Subject: [PATCH 4/4] Update README.md

---
 2_individual_and_combined_methods_analysis/README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/2_individual_and_combined_methods_analysis/README.md b/2_individual_and_combined_methods_analysis/README.md
index a866245..50fcf07 100644
--- a/2_individual_and_combined_methods_analysis/README.md
+++ b/2_individual_and_combined_methods_analysis/README.md
@@ -2,6 +2,8 @@
 
 This subfolder contains the code and data for analyzing the networks created by the top singleton methods and combinations of those methods. 
 
+The code to perform the analysis can be found in  `analysis.Rmd`. An rmarkdown .html file is also found within this folder (`analysis.html`)
+
 The `sim` subfolders contain the following files for each simulated network:
 
 - Combined_Data_onlyAUC.csv: the area under the reciever operating characteristic (AUROC, abbreviated here as AUC) values for each method for the 50 time series simulations of the network calculated by MULAN