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ui.R
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ui.R
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pkgss = c("Rgraphviz","shiny","tidyverse","arules","arulesViz","colorspace","visNetwork","plotly","igraph","shinythemes","readxl", "DT")
lapply(pkgss,require,character.only=TRUE)
shinyUI(
navbarPage("Association Rule Miner",theme = shinythemes::shinytheme("cerulean"),
tabPanel("Rules",
fillPage(
sidebarPanel(width = 4,
fluidRow(offset=1,style="border: 4px inset;",
h4(tags$strong(("Data upload"))),
fileInput("file1", "Choose CSV File",
accept = c(
"text/csv",
"text/comma-separated-values,text/plain",
".csv")
),
checkboxInput("header", "Header", TRUE),
selectInput("csv", "file type",
c("csv","excel"))
),
fluidRow(offset=1,style="border: 4px inset;",
h4(tags$strong(("Rules inputs"))),
fluidRow(
column(4,offset=1,
# minimum support
numericInput(inputId = "support",label = "Min Support",value=0)),
column(4,offset=1,
# minimum Confidence
numericInput(inputId = "confidence",label = "Min confidence",value=0))),
fluidRow(
column(4,offset=1,
# Min len
numericInput(inputId = "Minlen",label = "Min length",value=2)),
column(4,offset=1,
# max len
numericInput(inputId = "Maxlen",label = "max length",value=2))),
# Remove rules with count 0
checkboxInput("remov", "exclude zero counts", FALSE),
actionButton("extract","mine Rules"),
# Button
downloadButton("downloadData", "Download Rules")
)
),
mainPanel(
h4(tags$strong(("Rules"))),
conditionalPanel(
dataTableOutput("contents"))
)
)),
# Graph tab will be inserted here--------------------------------------------------------------------------------------------------------------
navbarMenu("Graphing",
tabPanel("Static graphs",
fillPage(
sidebarPanel(width = 4,
# Basic------------------------------------------------------------------------------------------
fluidRow(style="border: 4px inset;",
h4(tags$strong(("Static graphs Inputs"))),
fluidRow(offset=1,
column(12,
selectInput("GraphType","Graph Type",
c(Scatterplot="scatterplot",`Two key plot`="two-key plot",
Matrix="matrix",Mosaic="mosaic",
Doubledecker="doubledecker",Graph="graph",Paracoord="paracoord",
Grouped="grouped"))
)),
fluidRow(offset=1,
# show this pannel when it is scatterplot
conditionalPanel(
condition = "input.GraphType=='scatterplot'",
fluidRow(
column(4,offset=1,style="width:140px",
selectInput("measure","measure",
c(lift="lift",confidence= "confidence",support="support"))),
column(4,style="width:140px",
selectInput("shading","shading",
c(support="support",confidence= "confidence",lift="lift",order="order"))))
),
# show this pannel when it is Matrix
conditionalPanel(
condition = "input.GraphType=='matrix'",
fluidRow(
column(4,offset=1,style="width:140px",
# measure
selectInput("measure1","measure",
c(lift="lift",support="support",confidence= "confidence"))),
column(4,style="width:140px",
# shading
selectInput("shading1","shading",
c(support="support",confidence= "confidence",lift="lift",order="order")))),
column(12,
fluidRow(
column(12,
selectInput("engine","engine",
c("3d","default")))))),
# show this pannel when it is two-key plot
conditionalPanel(
condition = "input.GraphType=='two-key plot'",
fluidRow()
),
# show this pannel when it is doubledecker
conditionalPanel(
condition = "input.GraphType=='doubledecker'",
column(12,
fluidRow(
column(12,
textInput("rule","Rule Number",value=1))))
),
# show this pannel when it is mosaic
conditionalPanel(
condition = "input.GraphType=='mosaic'",
column(12,
fluidRow(
column(12,
textInput("rule1","Rule Number",value=1))))),
# show this pannel when it is paracoord.
conditionalPanel(
condition = "input.GraphType=='paracoord'",
fluidRow()
),
# show this pannel when it is graph
conditionalPanel(
condition = "input.GraphType=='graph'",
fluidRow(
column(4,offset=1,style="width:140px",
# measure
selectInput("measure2","measure",
c(lift="lift",support="support",confidence= "confidence"))),
column(4,style="width:140px",
# shading
selectInput("shading2","shading",
c(support="support",confidence= "confidence",lift="lift",order="order"))))
),
# show this pannel when it is grouped
conditionalPanel(
condition = "input.GraphType=='grouped'",
fluidRow(
column(4,offset=1,style="width:140px",
# measure
selectInput("measure3","measure",
c(lift="lift",support="support",confidence= "confidence"))),
column(4,style="width:140px",
# shading
selectInput("shading3","shading",
c(support="support",confidence= "confidence",lift="lift",order="order"))),
fluidRow(
column(12,offset=1,style="width:300px",
textInput("max","RHS max",value = 10))
))
),
# show this pannel when it is Iplots
conditionalPanel(
condition = "input.GraphType=='iplots'",
fluidRow(
column(12,
selectInput("engine1","engine",
c("default","interactive")))))
),
fluidRow(offset=1,
column(12,
actionButton("Go1","Go",style="width:140px"))
),
tags$hr(),
fluidRow(offset=1,
column(12,
downloadButton("downloadgraph", "Download Graph"))
)
)),
mainPanel(style="border: 4px inset;",
h4(tags$strong(("Static graphs"))),
plotOutput(outputId ="baseplot",height = "530px",width = "100%")
)
)),
tabPanel("Interactive graphs",
fillPage(
sidebarPanel(width = 4,
h4(tags$strong(("Interactive graphs Inputs"))),
fluidRow(style="border: 4px inset;",
fluidRow(offset=1,
column(12,
selectInput("GraphType1","Graph Type",
c(Scatterplot="scatterplot",`Two key plot`="two-key plot",
Matrix="matrix",Graph="graph")))
),
fluidRow(offset=1,
# show this pannel when it is scatterplot
conditionalPanel(
condition = "input.GraphType1=='scatterplot'",
fluidRow(
column(4,offset=1,style="width:140px",
selectInput("measure11","measure",
c(lift="lift",confidence= "confidence",support="support"))),
column(4,style="width:140px",
selectInput("shading11","shading",
c(support="support",confidence= "confidence",lift="lift",order="order")))),
column(12,
fluidRow(
column(12,
selectInput("engine11","engine",
c("htmlwidget","plotly")))))
),
# show this pannel when it is Matrix
conditionalPanel(
condition = "input.GraphType1=='matrix'",
fluidRow(
column(4,offset=1,style="width:140px",
# measure
selectInput("measure12","measure",
c(lift="lift",support="support",confidence= "confidence"))),
column(4,style="width:140px",
# shading
selectInput("shading12","shading",
c(support="support",confidence= "confidence",lift="lift",order="order")))),
column(12,
fluidRow(
column(12,
selectInput("engine12","engine",
c("htmlwidget","plotly")))))),
# show this pannel when it is two-key plot
conditionalPanel(
condition = "input.GraphType1=='two-key plot'",
column(12,
fluidRow(
column(12,
selectInput("engine13","engine",
c("htmlwidget","plotly")))))
),
# show this pannel when it is graph
conditionalPanel(
condition = "input.GraphType1=='graph'",
fluidRow(
column(4,offset=1,style="width:140px",
# measure
selectInput("measure22","measure",
c(lift="lift",support="support",confidence= "confidence"))),
column(4,style="width:140px",
# shading
selectInput("shading22","shading",
c(support="support",confidence= "confidence",lift="lift",order="order")))),
column(12,
fluidRow(
column(12,
selectInput("engine14","engine",
c("htmlwidget","visNetwork")))))
),
# show this pannel when it is grouped
conditionalPanel(
condition = "input.GraphType1=='grouped'",
fluidRow(
column(4,offset=1,style="width:140px",
# measure
selectInput("measure32","measure",
c(lift="lift",support="support",confidence= "confidence"))),
column(4,style="width:140px",
# shading
selectInput("shading32","shading",
c(support="support",confidence= "confidence",lift="lift",order="order")))),
),
# show this pannel when it is Iplots
conditionalPanel(
condition = "input.GraphType1=='iplots'",
fluidRow(
column(12,
selectInput("engine16","engine",
c("default")))))
),
fluidRow(offset=1,
column(12,
actionButton("Go2","Go",style="width:140px"))
),
tags$hr()
)),
mainPanel(
fluidRow(style="border: 4px inset;",
h4(tags$strong(("Interactive graphs"))),
conditionalPanel(
condition = "input.GraphType1=='graph'",
fluidRow(
visNetwork::visNetworkOutput("plot",height = "530px")),
),
conditionalPanel(
condition = "input.GraphType1!='graph'",
fluidRow(
plotly::plotlyOutput("plotly",height = "530px"))
))
)
)
)
)
)
)