From a10ab59ab5ae79c143a8ff1605020552d02752a7 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 16:23:54 +0100 Subject: [PATCH 01/46] Fix findBMI to return NA when age less than 16 --- scripts/data_prep/SPC_functions.R | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/data_prep/SPC_functions.R b/scripts/data_prep/SPC_functions.R index 52edd58..046ad0e 100644 --- a/scripts/data_prep/SPC_functions.R +++ b/scripts/data_prep/SPC_functions.R @@ -63,7 +63,8 @@ fitted3 <- function(x,a0,a1,a2,a3){ # Find BMI depending on age, sex and ethnicity findBMI <- function(age,sex,origin,dMean,varData){ if(age < 16){ - res <- NA + # Return NA and do not calculate further + return(NA) }else{ if(sex == 2){ coef <- coefF[createAge35g(age)] From a09d23d91eafce904970008c32cfbb8d93281c4d Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 16:38:31 +0100 Subject: [PATCH 02/46] Refactor to use single region script --- scripts/data_prep/SPC_loadWorkspace.R | 3 --- scripts/data_prep/SPC_pipelineLAD.R | 9 +++++---- scripts/data_prep/SPC_single_region.R | 19 +++++++++++++++++++ 3 files changed, 24 insertions(+), 7 deletions(-) create mode 100644 scripts/data_prep/SPC_single_region.R diff --git a/scripts/data_prep/SPC_loadWorkspace.R b/scripts/data_prep/SPC_loadWorkspace.R index cfdf870..368ac0f 100644 --- a/scripts/data_prep/SPC_loadWorkspace.R +++ b/scripts/data_prep/SPC_loadWorkspace.R @@ -8,9 +8,6 @@ library(stringr) library(tidyverse) library(rgdal) -folderInOT <- "Data/test/" # Link to common data -folderOut <- "Outputs/test/" - set.seed(10091989) cores <- 4 diff --git a/scripts/data_prep/SPC_pipelineLAD.R b/scripts/data_prep/SPC_pipelineLAD.R index fcc5bcf..a716886 100644 --- a/scripts/data_prep/SPC_pipelineLAD.R +++ b/scripts/data_prep/SPC_pipelineLAD.R @@ -5,8 +5,7 @@ countryR <- ifelse(grepl("E",lad),"England",ifelse(grepl("W",lad),"Wales","Scotland")) -folderIn <- paste("/mnt/vmfileshare/SCP_Outputs/input/", countryR, "/", date, "/", sep = "") # Link to SPENSER data - +folderIn <- paste(spenserInput, countryR, "/", date, "/", sep = "") # Link to SPENSER data HS <- HST %>% filter(country == countryR) @@ -165,6 +164,8 @@ merge <- merge[order(merge$pid),c(2:3,1,5:46)] row.names(merge) <- 1:nrow(merge) print("... and writing output") - -write.table(merge,paste(folderOut, countryR,"/", date,"/",lad,".csv",sep=""),sep = ",",row.names = F) +outpath <- paste(folderOut, countryR, "/", date, "/", sep="") +outfile <- paste(outpath, lad, ".csv",sep="") +dir.create(outpath, recursive = TRUE) +write.table(merge, outfile, sep = ",", row.names = F) diff --git a/scripts/data_prep/SPC_single_region.R b/scripts/data_prep/SPC_single_region.R new file mode 100644 index 0000000..8a7e938 --- /dev/null +++ b/scripts/data_prep/SPC_single_region.R @@ -0,0 +1,19 @@ +# Positional args +args <- commandArgs(TRUE) + +# Print args +print(args) + +# Single run args +lad <- args[1] +date <- as.integer(args[2]) + +# File paths +folderInOT <- args[3] +spenserInput <- args[4] +folderOut <- args[5] + +# Run +source("SPC_loadWorkspace.R") +source("SPC_pipelineLAD.R") + From bddf5240be87b422a7ffcd9fa048dae7b0e2fade Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 16:42:19 +0100 Subject: [PATCH 03/46] Comment out unclosed function --- scripts/data_prep/legacy/fullPipeline.R | 96 ++++++++++++------------- 1 file changed, 48 insertions(+), 48 deletions(-) diff --git a/scripts/data_prep/legacy/fullPipeline.R b/scripts/data_prep/legacy/fullPipeline.R index cc267bd..4400498 100644 --- a/scripts/data_prep/legacy/fullPipeline.R +++ b/scripts/data_prep/legacy/fullPipeline.R @@ -103,54 +103,54 @@ merge$ethnicity <- sapply(merge$ethnicity, newEth) ###### Add HSE -#transformAge <- function(a){ - if(a == 0 | a == 1){ - a <- 1 - }else if(a %in% 2:4){ - a <- 2 - }else if(a %in% 5:7){ - a <- 3 - }else if(a %in% 8:10){ - a <- 4 - }else if(a %in% 11:12){ - a <- 5 - }else if(a %in% 13:15){ - a <- 6 - }else if(a %in% 16:19){ - a <- 7 - }else if(a %in% 20:24){ - a <- 8 - }else if(a %in% 25:29){ - a <- 9 - }else if(a %in% 30:34){ - a <- 10 - }else if(a %in% 35:39){ - a <- 11 - } else if(a %in% 40:44){ - a <- 12 - } else if(a %in% 45:49){ - a <- 13 - } else if(a %in% 50:54){ - a <- 14 - } else if(a %in% 55:59){ - a <-15 - } else if(a %in% 60:64){ - a <- 16 - } else if(a %in% 65:69){ - a <- 17 - } else if(a %in% 70:74){ - a <- 18 - } else if(a %in% 75:79){ - a <- 19 - } else if(a %in% 80:84){ - a <- 20 - } else if(a %in% 85:89){ - a <- 21 - }else { - a <- 22 - } - return(a) -} +# transformAge <- function(a){ +# if(a == 0 | a == 1){ +# a <- 1 +# }else if(a %in% 2:4){ +# a <- 2 +# }else if(a %in% 5:7){ +# a <- 3 +# }else if(a %in% 8:10){ +# a <- 4 +# }else if(a %in% 11:12){ +# a <- 5 +# }else if(a %in% 13:15){ +# a <- 6 +# }else if(a %in% 16:19){ +# a <- 7 +# }else if(a %in% 20:24){ +# a <- 8 +# }else if(a %in% 25:29){ +# a <- 9 +# }else if(a %in% 30:34){ +# a <- 10 +# }else if(a %in% 35:39){ +# a <- 11 +# } else if(a %in% 40:44){ +# a <- 12 +# } else if(a %in% 45:49){ +# a <- 13 +# } else if(a %in% 50:54){ +# a <- 14 +# } else if(a %in% 55:59){ +# a <-15 +# } else if(a %in% 60:64){ +# a <- 16 +# } else if(a %in% 65:69){ +# a <- 17 +# } else if(a %in% 70:74){ +# a <- 18 +# } else if(a %in% 75:79){ +# a <- 19 +# } else if(a %in% 80:84){ +# a <- 20 +# } else if(a %in% 85:89){ +# a <- 21 +# }else { +# a <- 22 +# } +# return(a) +# } transformAge <- function(a){ if(a == 0 | a == 1){ From 4338e7a9b7a73f4b74c3b5eec8861e8e2d58ed07 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 17:02:19 +0100 Subject: [PATCH 04/46] Add renv --- scripts/data_prep/.Rprofile | 1 + scripts/data_prep/renv.lock | 1770 ++++++++++++++++++++++++++ scripts/data_prep/renv/.gitignore | 7 + scripts/data_prep/renv/activate.R | 1032 +++++++++++++++ scripts/data_prep/renv/settings.json | 17 + 5 files changed, 2827 insertions(+) create mode 100644 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"Requirements": [ + "R", + "grDevices", + "graphics", + "lattice", + "stats", + "utils" + ], + "Hash": "5c715954112b45499fb1dadc6ee6ee3e" + } + } +} diff --git a/scripts/data_prep/renv/.gitignore b/scripts/data_prep/renv/.gitignore new file mode 100644 index 0000000..0ec0cbb --- /dev/null +++ b/scripts/data_prep/renv/.gitignore @@ -0,0 +1,7 @@ +library/ +local/ +cellar/ +lock/ +python/ +sandbox/ +staging/ diff --git a/scripts/data_prep/renv/activate.R b/scripts/data_prep/renv/activate.R new file mode 100644 index 0000000..a8fdc32 --- /dev/null +++ b/scripts/data_prep/renv/activate.R @@ -0,0 +1,1032 @@ + +local({ + + # the requested version of renv + version <- "0.17.3" + + # the project directory + project <- getwd() + + # figure out whether the autoloader is enabled + enabled <- local({ + + # first, check config option + override <- getOption("renv.config.autoloader.enabled") + if (!is.null(override)) + return(override) + + # next, check environment variables + # TODO: prefer using the configuration one in the future + envvars <- c( + "RENV_CONFIG_AUTOLOADER_ENABLED", + "RENV_AUTOLOADER_ENABLED", + "RENV_ACTIVATE_PROJECT" + ) + + for (envvar in envvars) { + envval <- Sys.getenv(envvar, unset = NA) + if (!is.na(envval)) + return(tolower(envval) %in% c("true", "t", "1")) + } + + # enable by default + TRUE + + }) + + if (!enabled) + return(FALSE) + + # avoid recursion + if (identical(getOption("renv.autoloader.running"), TRUE)) { + warning("ignoring recursive attempt to run renv autoloader") + return(invisible(TRUE)) + } + + # signal that we're loading renv during R startup + options(renv.autoloader.running = TRUE) + on.exit(options(renv.autoloader.running = NULL), add = TRUE) + + # signal that we've consented to use renv + options(renv.consent = TRUE) + + # load the 'utils' package eagerly -- this ensures that renv shims, which + # mask 'utils' packages, will come first on the search path + library(utils, lib.loc = .Library) + + # unload renv if it's already been loaded + if ("renv" %in% loadedNamespaces()) + unloadNamespace("renv") + + # load bootstrap tools + `%||%` <- function(x, y) { + if (is.environment(x) || length(x)) x else y + } + + `%??%` <- function(x, y) { + if (is.null(x)) y else x + } + + bootstrap <- function(version, library) { + + # attempt to download renv + tarball <- tryCatch(renv_bootstrap_download(version), error = identity) + if (inherits(tarball, "error")) + stop("failed to download renv ", version) + + # now attempt to install + status <- tryCatch(renv_bootstrap_install(version, tarball, library), error = identity) + if (inherits(status, "error")) + stop("failed to install renv ", version) + + } + + renv_bootstrap_tests_running <- function() { + getOption("renv.tests.running", default = FALSE) + } + + renv_bootstrap_repos <- function() { + + # get CRAN repository + cran <- getOption("renv.repos.cran", "https://cloud.r-project.org") + + # check for repos override + repos <- Sys.getenv("RENV_CONFIG_REPOS_OVERRIDE", unset = NA) + if (!is.na(repos)) { + + # check for RSPM; if set, use a fallback repository for renv + rspm <- Sys.getenv("RSPM", unset = NA) + if (identical(rspm, repos)) + repos <- c(RSPM = rspm, CRAN = cran) + + return(repos) + + } + + # check for lockfile repositories + repos <- tryCatch(renv_bootstrap_repos_lockfile(), error = identity) + if (!inherits(repos, "error") && length(repos)) + return(repos) + + # if we're testing, re-use the test repositories + if (renv_bootstrap_tests_running()) { + repos <- getOption("renv.tests.repos") + if (!is.null(repos)) + return(repos) + } + + # retrieve current repos + repos <- getOption("repos") + + # ensure @CRAN@ entries are resolved + repos[repos == "@CRAN@"] <- cran + + # add in renv.bootstrap.repos if set + default <- c(FALLBACK = "https://cloud.r-project.org") + extra <- getOption("renv.bootstrap.repos", default = default) + repos <- c(repos, extra) + + # remove duplicates that might've snuck in + dupes <- duplicated(repos) | duplicated(names(repos)) + repos[!dupes] + + } + + renv_bootstrap_repos_lockfile <- function() { + + lockpath <- Sys.getenv("RENV_PATHS_LOCKFILE", unset = "renv.lock") + if (!file.exists(lockpath)) + return(NULL) + + lockfile <- tryCatch(renv_json_read(lockpath), error = identity) + if (inherits(lockfile, "error")) { + warning(lockfile) + return(NULL) + } + + repos <- lockfile$R$Repositories + if (length(repos) == 0) + return(NULL) + + keys <- vapply(repos, `[[`, "Name", FUN.VALUE = character(1)) + vals <- vapply(repos, `[[`, "URL", FUN.VALUE = character(1)) + names(vals) <- keys + + return(vals) + + } + + renv_bootstrap_download <- function(version) { + + # if the renv version number has 4 components, assume it must + # be retrieved via github + nv <- numeric_version(version) + components <- unclass(nv)[[1]] + + # if this appears to be a development version of 'renv', we'll + # try to restore from github + dev <- length(components) == 4L + + # begin collecting different methods for finding renv + methods <- c( + renv_bootstrap_download_tarball, + if (dev) + renv_bootstrap_download_github + else c( + renv_bootstrap_download_cran_latest, + renv_bootstrap_download_cran_archive + ) + ) + + for (method in methods) { + path <- tryCatch(method(version), error = identity) + if (is.character(path) && file.exists(path)) + return(path) + } + + stop("failed to download renv ", version) + + } + + renv_bootstrap_download_impl <- function(url, destfile) { + + mode <- "wb" + + # https://bugs.r-project.org/bugzilla/show_bug.cgi?id=17715 + fixup <- + Sys.info()[["sysname"]] == "Windows" && + substring(url, 1L, 5L) == "file:" + + if (fixup) + mode <- "w+b" + + args <- list( + url = url, + destfile = destfile, + mode = mode, + quiet = TRUE + ) + + if ("headers" %in% names(formals(utils::download.file))) + args$headers <- renv_bootstrap_download_custom_headers(url) + + do.call(utils::download.file, args) + + } + + renv_bootstrap_download_custom_headers <- function(url) { + + headers <- getOption("renv.download.headers") + if (is.null(headers)) + return(character()) + + if (!is.function(headers)) + stopf("'renv.download.headers' is not a function") + + headers <- headers(url) + if (length(headers) == 0L) + return(character()) + + if (is.list(headers)) + headers <- unlist(headers, recursive = FALSE, use.names = TRUE) + + ok <- + is.character(headers) && + is.character(names(headers)) && + all(nzchar(names(headers))) + + if (!ok) + stop("invocation of 'renv.download.headers' did not return a named character vector") + + headers + + } + + renv_bootstrap_download_cran_latest <- function(version) { + + spec <- renv_bootstrap_download_cran_latest_find(version) + type <- spec$type + repos <- spec$repos + + message("* Downloading renv ", version, " ... ", appendLF = FALSE) + + baseurl <- utils::contrib.url(repos = repos, type = type) + ext <- if (identical(type, "source")) + ".tar.gz" + else if (Sys.info()[["sysname"]] == "Windows") + ".zip" + else + ".tgz" + name <- sprintf("renv_%s%s", version, ext) + url <- paste(baseurl, name, sep = "/") + + destfile <- file.path(tempdir(), name) + status <- tryCatch( + renv_bootstrap_download_impl(url, destfile), + condition = identity + ) + + if (inherits(status, "condition")) { + message("FAILED") + return(FALSE) + } + + # report success and return + message("OK (downloaded ", type, ")") + destfile + + } + + renv_bootstrap_download_cran_latest_find <- function(version) { + + # check whether binaries are supported on this system + binary <- + getOption("renv.bootstrap.binary", default = TRUE) && + !identical(.Platform$pkgType, "source") && + !identical(getOption("pkgType"), "source") && + Sys.info()[["sysname"]] %in% c("Darwin", "Windows") + + types <- c(if (binary) "binary", "source") + + # iterate over types + repositories + for (type in types) { + for (repos in renv_bootstrap_repos()) { + + # retrieve package database + db <- tryCatch( + as.data.frame( + utils::available.packages(type = type, repos = repos), + stringsAsFactors = FALSE + ), + error = identity + ) + + if (inherits(db, "error")) + next + + # check for compatible entry + entry <- db[db$Package %in% "renv" & db$Version %in% version, ] + if (nrow(entry) == 0) + next + + # found it; return spec to caller + spec <- list(entry = entry, type = type, repos = repos) + return(spec) + + } + } + + # if we got here, we failed to find renv + fmt <- "renv %s is not available from your declared package repositories" + stop(sprintf(fmt, version)) + + } + + renv_bootstrap_download_cran_archive <- function(version) { + + name <- sprintf("renv_%s.tar.gz", version) + repos <- renv_bootstrap_repos() + urls <- file.path(repos, "src/contrib/Archive/renv", name) + destfile <- file.path(tempdir(), name) + + message("* Downloading renv ", version, " ... ", appendLF = FALSE) + + for (url in urls) { + + status <- tryCatch( + renv_bootstrap_download_impl(url, destfile), + condition = identity + ) + + if (identical(status, 0L)) { + message("OK") + return(destfile) + } + + } + + message("FAILED") + return(FALSE) + + } + + renv_bootstrap_download_tarball <- function(version) { + + # if the user has provided the path to a tarball via + # an environment variable, then use it + tarball <- Sys.getenv("RENV_BOOTSTRAP_TARBALL", unset = NA) + if (is.na(tarball)) + return() + + # allow directories + if (dir.exists(tarball)) { + name <- sprintf("renv_%s.tar.gz", version) + tarball <- file.path(tarball, name) + } + + # bail if it doesn't exist + if (!file.exists(tarball)) { + + # let the user know we weren't able to honour their request + fmt <- "* RENV_BOOTSTRAP_TARBALL is set (%s) but does not exist." + msg <- sprintf(fmt, tarball) + warning(msg) + + # bail + return() + + } + + fmt <- "* Bootstrapping with tarball at path '%s'." + msg <- sprintf(fmt, tarball) + message(msg) + + tarball + + } + + renv_bootstrap_download_github <- function(version) { + + enabled <- Sys.getenv("RENV_BOOTSTRAP_FROM_GITHUB", unset = "TRUE") + if (!identical(enabled, "TRUE")) + return(FALSE) + + # prepare download options + pat <- Sys.getenv("GITHUB_PAT") + if (nzchar(Sys.which("curl")) && nzchar(pat)) { + fmt <- "--location --fail --header \"Authorization: token %s\"" + extra <- sprintf(fmt, pat) + saved <- options("download.file.method", "download.file.extra") + options(download.file.method = "curl", download.file.extra = extra) + on.exit(do.call(base::options, saved), add = TRUE) + } else if (nzchar(Sys.which("wget")) && nzchar(pat)) { + fmt <- "--header=\"Authorization: token %s\"" + extra <- sprintf(fmt, pat) + saved <- options("download.file.method", "download.file.extra") + options(download.file.method = "wget", download.file.extra = extra) + on.exit(do.call(base::options, saved), add = TRUE) + } + + message("* Downloading renv ", version, " from GitHub ... ", appendLF = FALSE) + + url <- file.path("https://api.github.com/repos/rstudio/renv/tarball", version) + name <- sprintf("renv_%s.tar.gz", version) + destfile <- file.path(tempdir(), name) + + status <- tryCatch( + renv_bootstrap_download_impl(url, destfile), + condition = identity + ) + + if (!identical(status, 0L)) { + message("FAILED") + return(FALSE) + } + + message("OK") + return(destfile) + + } + + renv_bootstrap_install <- function(version, tarball, library) { + + # attempt to install it into project library + message("* Installing renv ", version, " ... ", appendLF = FALSE) + dir.create(library, showWarnings = FALSE, recursive = TRUE) + + # invoke using system2 so we can capture and report output + bin <- R.home("bin") + exe <- if (Sys.info()[["sysname"]] == "Windows") "R.exe" else "R" + r <- file.path(bin, exe) + + args <- c( + "--vanilla", "CMD", "INSTALL", "--no-multiarch", + "-l", shQuote(path.expand(library)), + shQuote(path.expand(tarball)) + ) + + output <- system2(r, args, stdout = TRUE, stderr = TRUE) + message("Done!") + + # check for successful install + status <- attr(output, "status") + if (is.numeric(status) && !identical(status, 0L)) { + header <- "Error installing renv:" + lines <- paste(rep.int("=", nchar(header)), collapse = "") + text <- c(header, lines, output) + writeLines(text, con = stderr()) + } + + status + + } + + renv_bootstrap_platform_prefix <- function() { + + # construct version prefix + version <- paste(R.version$major, R.version$minor, sep = ".") + prefix <- paste("R", numeric_version(version)[1, 1:2], sep = "-") + + # include SVN revision for development versions of R + # (to avoid sharing platform-specific artefacts with released versions of R) + devel <- + identical(R.version[["status"]], "Under development (unstable)") || + identical(R.version[["nickname"]], "Unsuffered Consequences") + + if (devel) + prefix <- paste(prefix, R.version[["svn rev"]], sep = "-r") + + # build list of path components + components <- c(prefix, R.version$platform) + + # include prefix if provided by user + prefix <- renv_bootstrap_platform_prefix_impl() + if (!is.na(prefix) && nzchar(prefix)) + components <- c(prefix, components) + + # build prefix + paste(components, collapse = "/") + + } + + renv_bootstrap_platform_prefix_impl <- function() { + + # if an explicit prefix has been supplied, use it + prefix <- Sys.getenv("RENV_PATHS_PREFIX", unset = NA) + if (!is.na(prefix)) + return(prefix) + + # if the user has requested an automatic prefix, generate it + auto <- Sys.getenv("RENV_PATHS_PREFIX_AUTO", unset = NA) + if (auto %in% c("TRUE", "True", "true", "1")) + return(renv_bootstrap_platform_prefix_auto()) + + # empty string on failure + "" + + } + + renv_bootstrap_platform_prefix_auto <- function() { + + prefix <- tryCatch(renv_bootstrap_platform_os(), error = identity) + if (inherits(prefix, "error") || prefix %in% "unknown") { + + msg <- paste( + "failed to infer current operating system", + "please file a bug report at https://github.com/rstudio/renv/issues", + sep = "; " + ) + + warning(msg) + + } + + prefix + + } + + renv_bootstrap_platform_os <- function() { + + sysinfo <- Sys.info() + sysname <- sysinfo[["sysname"]] + + # handle Windows + macOS up front + if (sysname == "Windows") + return("windows") + else if (sysname == "Darwin") + return("macos") + + # check for os-release files + for (file in c("/etc/os-release", "/usr/lib/os-release")) + if (file.exists(file)) + return(renv_bootstrap_platform_os_via_os_release(file, sysinfo)) + + # check for redhat-release files + if (file.exists("/etc/redhat-release")) + return(renv_bootstrap_platform_os_via_redhat_release()) + + "unknown" + + } + + renv_bootstrap_platform_os_via_os_release <- function(file, sysinfo) { + + # read /etc/os-release + release <- utils::read.table( + file = file, + sep = "=", + quote = c("\"", "'"), + col.names = c("Key", "Value"), + comment.char = "#", + stringsAsFactors = FALSE + ) + + vars <- as.list(release$Value) + names(vars) <- release$Key + + # get os name + os <- tolower(sysinfo[["sysname"]]) + + # read id + id <- "unknown" + for (field in c("ID", "ID_LIKE")) { + if (field %in% names(vars) && nzchar(vars[[field]])) { + id <- vars[[field]] + break + } + } + + # read version + version <- "unknown" + for (field in c("UBUNTU_CODENAME", "VERSION_CODENAME", "VERSION_ID", "BUILD_ID")) { + if (field %in% names(vars) && nzchar(vars[[field]])) { + version <- vars[[field]] + break + } + } + + # join together + paste(c(os, id, version), collapse = "-") + + } + + renv_bootstrap_platform_os_via_redhat_release <- function() { + + # read /etc/redhat-release + contents <- readLines("/etc/redhat-release", warn = FALSE) + + # infer id + id <- if (grepl("centos", contents, ignore.case = TRUE)) + "centos" + else if (grepl("redhat", contents, ignore.case = TRUE)) + "redhat" + else + "unknown" + + # try to find a version component (very hacky) + version <- "unknown" + + parts <- strsplit(contents, "[[:space:]]")[[1L]] + for (part in parts) { + + nv <- tryCatch(numeric_version(part), error = identity) + if (inherits(nv, "error")) + next + + version <- nv[1, 1] + break + + } + + paste(c("linux", id, version), collapse = "-") + + } + + renv_bootstrap_library_root_name <- function(project) { + + # use project name as-is if requested + asis <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT_ASIS", unset = "FALSE") + if (asis) + return(basename(project)) + + # otherwise, disambiguate based on project's path + id <- substring(renv_bootstrap_hash_text(project), 1L, 8L) + paste(basename(project), id, sep = "-") + + } + + renv_bootstrap_library_root <- function(project) { + + prefix <- renv_bootstrap_profile_prefix() + + path <- Sys.getenv("RENV_PATHS_LIBRARY", unset = NA) + if (!is.na(path)) + return(paste(c(path, prefix), collapse = "/")) + + path <- renv_bootstrap_library_root_impl(project) + if (!is.null(path)) { + name <- renv_bootstrap_library_root_name(project) + return(paste(c(path, prefix, name), collapse = "/")) + } + + renv_bootstrap_paths_renv("library", project = project) + + } + + renv_bootstrap_library_root_impl <- function(project) { + + root <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT", unset = NA) + if (!is.na(root)) + return(root) + + type <- renv_bootstrap_project_type(project) + if (identical(type, "package")) { + userdir <- renv_bootstrap_user_dir() + return(file.path(userdir, "library")) + } + + } + + renv_bootstrap_validate_version <- function(version) { + + loadedversion <- utils::packageDescription("renv", fields = "Version") + if (version == loadedversion) + return(TRUE) + + # assume four-component versions are from GitHub; + # three-component versions are from CRAN + components <- strsplit(loadedversion, "[.-]")[[1]] + remote <- if (length(components) == 4L) + paste("rstudio/renv", loadedversion, sep = "@") + else + paste("renv", loadedversion, sep = "@") + + fmt <- paste( + "renv %1$s was loaded from project library, but this project is configured to use renv %2$s.", + "Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.", + "Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.", + sep = "\n" + ) + + msg <- sprintf(fmt, loadedversion, version, remote) + warning(msg, call. = FALSE) + + FALSE + + } + + renv_bootstrap_hash_text <- function(text) { + + hashfile <- tempfile("renv-hash-") + on.exit(unlink(hashfile), add = TRUE) + + writeLines(text, con = hashfile) + tools::md5sum(hashfile) + + } + + renv_bootstrap_load <- function(project, libpath, version) { + + # try to load renv from the project library + if (!requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) + return(FALSE) + + # warn if the version of renv loaded does not match + renv_bootstrap_validate_version(version) + + # execute renv load hooks, if any + hooks <- getHook("renv::autoload") + for (hook in hooks) + if (is.function(hook)) + tryCatch(hook(), error = warning) + + # load the project + renv::load(project) + + TRUE + + } + + renv_bootstrap_profile_load <- function(project) { + + # if RENV_PROFILE is already set, just use that + profile <- Sys.getenv("RENV_PROFILE", unset = NA) + if (!is.na(profile) && nzchar(profile)) + return(profile) + + # check for a profile file (nothing to do if it doesn't exist) + path <- renv_bootstrap_paths_renv("profile", profile = FALSE, project = project) + if (!file.exists(path)) + return(NULL) + + # read the profile, and set it if it exists + contents <- readLines(path, warn = FALSE) + if (length(contents) == 0L) + return(NULL) + + # set RENV_PROFILE + profile <- contents[[1L]] + if (!profile %in% c("", "default")) + Sys.setenv(RENV_PROFILE = profile) + + profile + + } + + renv_bootstrap_profile_prefix <- function() { + profile <- renv_bootstrap_profile_get() + if (!is.null(profile)) + return(file.path("profiles", profile, "renv")) + } + + renv_bootstrap_profile_get <- function() { + profile <- Sys.getenv("RENV_PROFILE", unset = "") + renv_bootstrap_profile_normalize(profile) + } + + renv_bootstrap_profile_set <- function(profile) { + profile <- renv_bootstrap_profile_normalize(profile) + if (is.null(profile)) + Sys.unsetenv("RENV_PROFILE") + else + Sys.setenv(RENV_PROFILE = profile) + } + + renv_bootstrap_profile_normalize <- function(profile) { + + if (is.null(profile) || profile %in% c("", "default")) + return(NULL) + + profile + + } + + renv_bootstrap_path_absolute <- function(path) { + + substr(path, 1L, 1L) %in% c("~", "/", "\\") || ( + substr(path, 1L, 1L) %in% c(letters, LETTERS) && + substr(path, 2L, 3L) %in% c(":/", ":\\") + ) + + } + + renv_bootstrap_paths_renv <- function(..., profile = TRUE, project = NULL) { + renv <- Sys.getenv("RENV_PATHS_RENV", unset = "renv") + root <- if (renv_bootstrap_path_absolute(renv)) NULL else project + prefix <- if (profile) renv_bootstrap_profile_prefix() + components <- c(root, renv, prefix, ...) + paste(components, collapse = "/") + } + + renv_bootstrap_project_type <- function(path) { + + descpath <- file.path(path, "DESCRIPTION") + if (!file.exists(descpath)) + return("unknown") + + desc <- tryCatch( + read.dcf(descpath, all = TRUE), + error = identity + ) + + if (inherits(desc, "error")) + return("unknown") + + type <- desc$Type + if (!is.null(type)) + return(tolower(type)) + + package <- desc$Package + if (!is.null(package)) + return("package") + + "unknown" + + } + + renv_bootstrap_user_dir <- function() { + dir <- renv_bootstrap_user_dir_impl() + path.expand(chartr("\\", "/", dir)) + } + + renv_bootstrap_user_dir_impl <- function() { + + # use local override if set + override <- getOption("renv.userdir.override") + if (!is.null(override)) + return(override) + + # use R_user_dir if available + tools <- asNamespace("tools") + if (is.function(tools$R_user_dir)) + return(tools$R_user_dir("renv", "cache")) + + # try using our own backfill for older versions of R + envvars <- c("R_USER_CACHE_DIR", "XDG_CACHE_HOME") + for (envvar in envvars) { + root <- Sys.getenv(envvar, unset = NA) + if (!is.na(root)) + return(file.path(root, "R/renv")) + } + + # use platform-specific default fallbacks + if (Sys.info()[["sysname"]] == "Windows") + file.path(Sys.getenv("LOCALAPPDATA"), "R/cache/R/renv") + else if (Sys.info()[["sysname"]] == "Darwin") + "~/Library/Caches/org.R-project.R/R/renv" + else + "~/.cache/R/renv" + + } + + + renv_json_read <- function(file = NULL, text = NULL) { + + jlerr <- NULL + + # if jsonlite is loaded, use that instead + if ("jsonlite" %in% loadedNamespaces()) { + + json <- catch(renv_json_read_jsonlite(file, text)) + if (!inherits(json, "error")) + return(json) + + jlerr <- json + + } + + # otherwise, fall back to the default JSON reader + json <- catch(renv_json_read_default(file, text)) + if (!inherits(json, "error")) + return(json) + + # report an error + if (!is.null(jlerr)) + stop(jlerr) + else + stop(json) + + } + + renv_json_read_jsonlite <- function(file = NULL, text = NULL) { + text <- paste(text %||% read(file), collapse = "\n") + jsonlite::fromJSON(txt = text, simplifyVector = FALSE) + } + + renv_json_read_default <- function(file = NULL, text = NULL) { + + # find strings in the JSON + text <- paste(text %||% read(file), collapse = "\n") + pattern <- '["](?:(?:\\\\.)|(?:[^"\\\\]))*?["]' + locs <- gregexpr(pattern, text, perl = TRUE)[[1]] + + # if any are found, replace them with placeholders + replaced <- text + strings <- character() + replacements <- character() + + if (!identical(c(locs), -1L)) { + + # get the string values + starts <- locs + ends <- locs + attr(locs, "match.length") - 1L + strings <- substring(text, starts, ends) + + # only keep those requiring escaping + strings <- grep("[[\\]{}:]", strings, perl = TRUE, value = TRUE) + + # compute replacements + replacements <- sprintf('"\032%i\032"', seq_along(strings)) + + # replace the strings + mapply(function(string, replacement) { + replaced <<- sub(string, replacement, replaced, fixed = TRUE) + }, strings, replacements) + + } + + # transform the JSON into something the R parser understands + transformed <- replaced + transformed <- gsub("{}", "`names<-`(list(), character())", transformed, fixed = TRUE) + transformed <- gsub("[[{]", "list(", transformed, perl = TRUE) + transformed <- gsub("[]}]", ")", transformed, perl = TRUE) + transformed <- gsub(":", "=", transformed, fixed = TRUE) + text <- paste(transformed, collapse = "\n") + + # parse it + json <- parse(text = text, keep.source = FALSE, srcfile = NULL)[[1L]] + + # construct map between source strings, replaced strings + map <- as.character(parse(text = strings)) + names(map) <- as.character(parse(text = replacements)) + + # convert to list + map <- as.list(map) + + # remap strings in object + remapped <- renv_json_remap(json, map) + + # evaluate + eval(remapped, envir = baseenv()) + + } + + renv_json_remap <- function(json, map) { + + # fix names + if (!is.null(names(json))) { + lhs <- match(names(json), names(map), nomatch = 0L) + rhs <- match(names(map), names(json), nomatch = 0L) + names(json)[rhs] <- map[lhs] + } + + # fix values + if (is.character(json)) + return(map[[json]] %||% json) + + # handle true, false, null + if (is.name(json)) { + text <- as.character(json) + if (text == "true") + return(TRUE) + else if (text == "false") + return(FALSE) + else if (text == "null") + return(NULL) + } + + # recurse + if (is.recursive(json)) { + for (i in seq_along(json)) { + json[i] <- list(renv_json_remap(json[[i]], map)) + } + } + + json + + } + + # load the renv profile, if any + renv_bootstrap_profile_load(project) + + # construct path to library root + root <- renv_bootstrap_library_root(project) + + # construct library prefix for platform + prefix <- renv_bootstrap_platform_prefix() + + # construct full libpath + libpath <- file.path(root, prefix) + + # attempt to load + if (renv_bootstrap_load(project, libpath, version)) + return(TRUE) + + # load failed; inform user we're about to bootstrap + prefix <- paste("# Bootstrapping renv", version) + postfix <- paste(rep.int("-", 77L - nchar(prefix)), collapse = "") + header <- paste(prefix, postfix) + message(header) + + # perform bootstrap + bootstrap(version, libpath) + + # exit early if we're just testing bootstrap + if (!is.na(Sys.getenv("RENV_BOOTSTRAP_INSTALL_ONLY", unset = NA))) + return(TRUE) + + # try again to load + if (requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) { + message("* Successfully installed and loaded renv ", version, ".") + return(renv::load()) + } + + # failed to download or load renv; warn the user + msg <- c( + "Failed to find an renv installation: the project will not be loaded.", + "Use `renv::activate()` to re-initialize the project." + ) + + warning(paste(msg, collapse = "\n"), call. = FALSE) + +}) diff --git a/scripts/data_prep/renv/settings.json b/scripts/data_prep/renv/settings.json new file mode 100644 index 0000000..1a06760 --- /dev/null +++ b/scripts/data_prep/renv/settings.json @@ -0,0 +1,17 @@ +{ + "bioconductor.version": null, + "external.libraries": [], + "ignored.packages": [], + "package.dependency.fields": [ + "Imports", + "Depends", + "LinkingTo" + ], + "r.version": null, + "snapshot.type": "implicit", + "use.cache": true, + "vcs.ignore.cellar": true, + "vcs.ignore.library": true, + "vcs.ignore.local": true, + "vcs.manage.ignores": true +} From 3cd6cbc815ac0794f4996b2a635ab7cb574083f6 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 17:19:04 +0100 Subject: [PATCH 05/46] Add install script --- scripts/data_prep/install.sh | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 scripts/data_prep/install.sh diff --git a/scripts/data_prep/install.sh b/scripts/data_prep/install.sh new file mode 100644 index 0000000..8f4a68d --- /dev/null +++ b/scripts/data_prep/install.sh @@ -0,0 +1,10 @@ +#!/bin/bash + +# Install gdal +# macos +brew install gdal +# linux +# TODO + +# Install R and renv +# TODO From 95c89c0d50c77bbbad188257f2a95d6c97f9935d Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 17:34:19 +0100 Subject: [PATCH 06/46] WIP: update install script requirements --- scripts/data_prep/install.sh | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/scripts/data_prep/install.sh b/scripts/data_prep/install.sh index 8f4a68d..95c9309 100644 --- a/scripts/data_prep/install.sh +++ b/scripts/data_prep/install.sh @@ -2,9 +2,15 @@ # Install gdal # macos -brew install gdal +# brew install gdal + # linux # TODO # Install R and renv +# macos +# TODO + +# linux +# sudo apt install r-base-core # TODO From fc9d254b31b7726eeaf14a788c4314320093c185 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 7 Jun 2023 17:35:08 +0100 Subject: [PATCH 07/46] Add initial script for running for specified regions and years --- scripts/data_prep/run_regions.sh | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) create mode 100755 scripts/data_prep/run_regions.sh diff --git a/scripts/data_prep/run_regions.sh b/scripts/data_prep/run_regions.sh new file mode 100755 index 0000000..c1b75bd --- /dev/null +++ b/scripts/data_prep/run_regions.sh @@ -0,0 +1,23 @@ +#!/bin/bash + +set -e + +# Get data paths from positional args +OTHER_DATA=$1 +SPENSER_INPUT=$2 +OUTPUT=$3 + +# TODO: add list of remaining incomplete regions +regions=( + "E06000058" +) + +# TODO: add full list of years to run +years=( + 2012 +) +for region in "${regions[@]}"; do + for year in "${years[@]}"; do + pueue add Rscript SPC_single_region.R $region $year $OTHER_DATA $SPENSER_INPUT $OUTPUT + done +done From 1e7de6cf6f2487fc4aab2c2e77167b33649a4863 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 8 Jun 2023 10:41:31 +0100 Subject: [PATCH 08/46] Add remaining regions and years --- scripts/data_prep/run_regions.sh | 20 +++++++++++++++++--- 1 file changed, 17 insertions(+), 3 deletions(-) diff --git a/scripts/data_prep/run_regions.sh b/scripts/data_prep/run_regions.sh index c1b75bd..7f5ec64 100755 --- a/scripts/data_prep/run_regions.sh +++ b/scripts/data_prep/run_regions.sh @@ -7,14 +7,28 @@ OTHER_DATA=$1 SPENSER_INPUT=$2 OUTPUT=$3 -# TODO: add list of remaining incomplete regions +# Remaining incomplete regions regions=( - "E06000058" + E06000028 E06000029 E06000053 E06000058 E06000059 E06000060 + E07000004 E07000005 E07000006 E07000007 E07000048 E07000049 + E07000050 E07000051 E07000052 E07000135 E07000190 E07000191 + E07000201 E07000204 E07000205 E07000206 E07000244 E07000245 + E07000246 E09000001 + S12000005 S12000006 S12000008 S12000010 S12000011 S12000013 + S12000014 S12000015 S12000017 S12000018 S12000019 S12000020 + S12000021 S12000023 S12000024 S12000026 S12000027 S12000028 + S12000029 S12000030 S12000033 S12000034 S12000035 S12000036 + S12000038 S12000039 S12000040 S12000041 S12000042 S12000044 + S12000045 S12000046 S12000047 S12000048 S12000049 S12000050 ) -# TODO: add full list of years to run +# List of years to run years=( 2012 + 2020 + 2022 + 2032 + 2039 ) for region in "${regions[@]}"; do for year in "${years[@]}"; do From 91a01e41f00ffff7d4a66b8e973340c85b1c8262 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 8 Jun 2023 11:22:56 +0100 Subject: [PATCH 09/46] Add command line args --- scripts/data_prep/toAzure_complete.R | 25 ++++++++++++++++++------- 1 file changed, 18 insertions(+), 7 deletions(-) diff --git a/scripts/data_prep/toAzure_complete.R b/scripts/data_prep/toAzure_complete.R index 5a1d825..0ff7263 100644 --- a/scripts/data_prep/toAzure_complete.R +++ b/scripts/data_prep/toAzure_complete.R @@ -1,5 +1,12 @@ -folderInOT <- "Data/" -folderOut <- "Outputs/" +# Args for file paths +args <- commandArgs(TRUE) +print(args) + +# File paths +date <- args[1] +folderInOT <- args[2] +spenserInput <- args[3] +folderOut <- args[4] ##### Load lookup table (dl for example from https://github.com/alan-turing-institute/uatk-spc/blob/main/scripts/data_prep/SAVE_SPC_required_data.zip) lu <- read.csv(paste(folderInOT,"lookUp-GB.csv", sep = "")) @@ -14,8 +21,8 @@ aref <- unique(lu$AzureRef[lu$Country == Country]) # Destination file lads <- unique(lu$LAD20CD[lu$Country == Country]) # Input file # Special case: England missing lads only -#aref <- c("dorset","buckinghamshire","leicestershire","suffolk","somerset") -#lads <- c("E06000058","E06000059","E06000060","E07000135","E07000244","E07000245","E07000246") +# aref <- c("dorset","buckinghamshire","leicestershire","suffolk","somerset") +# lads <- c("E06000058","E06000059","E06000060","E07000135","E07000244","E07000245","E07000246") df <- data.frame(lad = lads, aref = NA) for(i in 1:length(lads)){ @@ -31,14 +38,18 @@ popsize = 0 # For control for(i in 1:nrow(df2)){ ref <- unlist(df2$lad[i]) lad <- ref[1] - ladfile <- read.csv(paste("Data/",Country,"/",date,"/",lad,".csv",sep = "")) + ladfile <- read.csv(paste(spenserInput,Country,"/",date,"/",lad,".csv",sep = "")) if (length(ref) > 1){ for(j in ref[2:length(ref)]){ - ladfiletemp <- read.csv(paste("Data/",Country,"/",date,"/",j,".csv",sep = "")) + ladfiletemp <- read.csv(paste(spenserInput,Country,"/",date,"/",j,".csv",sep = "")) ladfile <- rbind(ladfile,ladfiletemp) } } popsize = popsize + nrow(ladfile) - write.table(ladfile,paste(folderOut,"/",Country,"/",date,"/","pop_",df2$aref[i],"_",date,".csv",sep = ""), row.names = F, sep = ",") + outpath <- paste(folderOut,"/",Country,"/",date,"/", sep="") + outfile <- paste(outpath, "pop_",df2$aref[i],"_",date,".csv",sep = "") + print(outfile) + dir.create(outpath, recursive=TRUE) + write.table(ladfile, outfile, row.names = F, sep = ",") } popsize \ No newline at end of file From e47feea08299ba38acbd5f3fe9e83b044c863097 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 20 Jun 2023 14:32:39 +0100 Subject: [PATCH 10/46] Add script to cover incomplete counties --- .../data_prep/toAzure_incomplete_england.R | 74 +++++++++++++++++++ 1 file changed, 74 insertions(+) create mode 100644 scripts/data_prep/toAzure_incomplete_england.R diff --git a/scripts/data_prep/toAzure_incomplete_england.R b/scripts/data_prep/toAzure_incomplete_england.R new file mode 100644 index 0000000..3688280 --- /dev/null +++ b/scripts/data_prep/toAzure_incomplete_england.R @@ -0,0 +1,74 @@ +# Args for file paths +args <- commandArgs(TRUE) +print(args) + +# File paths +date <- args[1] +folderInOT <- args[2] +spenserInput <- args[3] +folderOut <- args[4] +spenserInput2 <- args[5] + +##### Load lookup table (dl for example from https://github.com/alan-turing-institute/uatk-spc/blob/main/scripts/data_prep/SAVE_SPC_required_data.zip) +lu <- read.csv(paste(folderInOT,"lookUp-GB.csv", sep = "")) + +##### Select Country +Country <- "England" + +##### Tables to check which files from the previous step must be merged to create the new files for Azure +aref <- unique(lu$AzureRef[lu$Country == Country]) # Destination file +lads <- unique(lu$LAD20CD[lu$Country == Country]) # Input file + +# Special case: England counties with missing LADs +aref <- c("dorset","buckinghamshire","leicestershire","suffolk","somerset","greater-london","cornwall") +lads <- lu$LAD20CD[lu$AzureRef %in% aref] + +df <- data.frame(lad = lads, aref = NA) +for(i in 1:length(lads)){ + df$aref[i] <- list(unique(lu$AzureRef[lu$LAD20CD == lads[i]])) +} +df2 <- data.frame(lad = NA, aref = aref) +for(i in 1:length(aref)){ + df2$lad[i] <- list(unique(lu$LAD20CD[lu$AzureRef == aref[i]])) +} + + +# Tries to load input from two different paths +loadLADFile <- function(path1, path2) { + ladfile <- tryCatch( + { + print(paste("Trying path:", path1, sep=" ")) + read.csv(path1) + }, + warning=function(cond){ + print(paste("Trying alterntive path:", path2, sep=" ")) + return(read.csv(path2)) + }) + return(ladfile) +} + +##### Loop over counties +popsize = 0 # For control +for(i in 1:nrow(df2)){ + print(paste("County: ", df2$aref[i], sep="")) + ref <- unlist(df2$lad[i]) + lad <- ref[1] + path1 <- paste(spenserInput,Country,"/",date,"/",lad,".csv",sep = "") + path2 <- paste(spenserInput2,Country,"/",date,"/",lad,".csv",sep = "") + ladfile <- loadLADFile(path1, path2) + if (length(ref) > 1){ + for(j in ref[2:length(ref)]){ + path1 <- paste(spenserInput,Country,"/",date,"/",j,".csv",sep = "") + path2 <- paste(spenserInput2,Country,"/",date,"/",j,".csv",sep = "") + ladfiletemp <- loadLADFile(path1, path2) + ladfile <- rbind(ladfile,ladfiletemp) + } + } + popsize = popsize + nrow(ladfile) + outpath <- paste(folderOut,"/",Country,"/",date,"/", sep="") + outfile <- paste(outpath, "pop_",df2$aref[i],"_",date,".csv",sep = "") + print(outfile) + dir.create(outpath, recursive=TRUE) + write.table(ladfile, outfile, row.names = F, sep = ",") +} +popsize From 7b26355f566e7a14784f68a589c829bccda09bb3 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 22 Jun 2023 17:19:08 +0100 Subject: [PATCH 11/46] Add optional SAS token env var for download, use countydata-v2-1 --- src/init/raw_data.rs | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/src/init/raw_data.rs b/src/init/raw_data.rs index b638423..f9390b8 100644 --- a/src/init/raw_data.rs +++ b/src/init/raw_data.rs @@ -52,8 +52,12 @@ pub async fn grab_raw_data(input: &Input) -> Result { for (country, area) in pop_files_needed { results.population_files.push(gunzip( download_file( - &format!("countydata-v2/{country}/{}", input.year), - format!("pop_{area}_{}.csv.gz", input.year), + &format!("countydata-v2-1/{country}/{}", input.year), + format!( + "pop_{area}_{}.csv.gz{}", + input.year, + std::env::var("SAS_TOKEN").unwrap_or_default() + ), ) .await?, )?); @@ -68,7 +72,7 @@ pub async fn grab_raw_data(input: &Input) -> Result { // TODO .shp.zip, so we have to do basename twice let output_dir = format!( "data/raw_data/countydata-v2/OSM/{}/", - basename(&basename(&osm_url)) + basename(basename(&osm_url)) ); unzip(zip_path, &output_dir)?; results.osm_directories.push(output_dir); @@ -120,7 +124,9 @@ async fn download_file>(dir: &str, file: P) -> Result { let file = file.as_ref(); download( azure.join(dir).join(file), - Path::new("data/raw_data").join(dir).join(file), + Path::new("data/raw_data") + .join(dir) + .join(file.split('?').next().unwrap()), ) .await } From 447c5e1f6f7ce3c309221529304839547e93a936 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 29 Jun 2023 22:04:35 +0100 Subject: [PATCH 12/46] Add seed to run_pipeline_everywhere script --- scripts/run_pipeline_everywhere.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/run_pipeline_everywhere.sh b/scripts/run_pipeline_everywhere.sh index f18d627..50ba2c3 100755 --- a/scripts/run_pipeline_everywhere.sh +++ b/scripts/run_pipeline_everywhere.sh @@ -22,7 +22,7 @@ echo 'year,study_area,num_msoas,num_households,num_people,pb_file_size,runtime,c for cfg in config/*/*; do for year in 2012 2020 2022 2032 2039; do - pueue add -- ./target/release/spc $cfg --year $year --output-stats; + pueue add -- ./target/release/spc $cfg --year $year --rng-seed 0 --output-stats; done done From deeaf99e920febfb482bbf0f04567751bb0bb37a Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 6 Jul 2023 12:41:43 +0100 Subject: [PATCH 13/46] Populate OA to MSOA lookup for all OAs --- src/init/raw_data.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/init/raw_data.rs b/src/init/raw_data.rs index f9390b8..1322414 100644 --- a/src/init/raw_data.rs +++ b/src/init/raw_data.rs @@ -31,6 +31,7 @@ pub async fn grab_raw_data(input: &Input) -> Result { let mut osm_needed = BTreeSet::new(); for rec in csv::Reader::from_reader(File::open(lookup_path)?).deserialize() { let rec: LookupRow = rec?; + results.oa_to_msoa.insert(rec.oa, rec.msoa.clone()); if input.msoas.contains(&rec.msoa) { pop_files_needed.insert((rec.country, rec.azure_ref)); osm_needed.insert(rec.osm); @@ -39,7 +40,6 @@ pub async fn grab_raw_data(input: &Input) -> Result { .entry(rec.county) .or_insert_with(Vec::new) .push(rec.msoa.clone()); - results.oa_to_msoa.insert(rec.oa, rec.msoa); } } info!( From 2adb48b5dd5d08e69e2809916ac1cec3f584be69 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 15:48:09 +0100 Subject: [PATCH 14/46] Update script for all GB 2020 LADs --- scripts/data_prep/2020_lad_list.csv | 369 ++++++++++++++++++++++++++++ scripts/data_prep/run_regions.sh | 28 +-- 2 files changed, 381 insertions(+), 16 deletions(-) create mode 100644 scripts/data_prep/2020_lad_list.csv diff --git a/scripts/data_prep/2020_lad_list.csv b/scripts/data_prep/2020_lad_list.csv new file mode 100644 index 0000000..5eed849 --- /dev/null +++ b/scripts/data_prep/2020_lad_list.csv @@ -0,0 +1,369 @@ +LAD20CD,LAD20NM +E06000001,Hartlepool +E06000002,Middlesbrough +E06000003,Redcar and Cleveland +E06000004,Stockton-on-Tees +E06000005,Darlington +E06000006,Halton +E06000007,Warrington +E06000008,Blackburn with Darwen +E06000009,Blackpool +E06000010,"Kingston upon Hull, City of" +E06000011,East Riding of Yorkshire +E06000012,North East Lincolnshire +E06000013,North Lincolnshire +E06000014,York +E06000015,Derby +E06000016,Leicester +E06000017,Rutland +E06000018,Nottingham +E06000019,"Herefordshire, County of" +E06000020,Telford and Wrekin +E06000021,Stoke-on-Trent +E06000022,Bath and North East Somerset +E06000023,"Bristol, City of" +E06000024,North Somerset +E06000025,South Gloucestershire +E06000026,Plymouth +E06000027,Torbay +E06000030,Swindon +E06000031,Peterborough +E06000032,Luton +E06000033,Southend-on-Sea +E06000034,Thurrock +E06000035,Medway +E06000036,Bracknell Forest +E06000037,West Berkshire +E06000038,Reading +E06000039,Slough +E06000040,Windsor and Maidenhead +E06000041,Wokingham +E06000042,Milton Keynes +E06000043,Brighton and Hove +E06000044,Portsmouth +E06000045,Southampton +E06000046,Isle of Wight +E06000047,County Durham +E06000049,Cheshire East +E06000050,Cheshire West and Chester +E06000051,Shropshire +E06000052,Cornwall +E06000053,Isles of Scilly +E06000054,Wiltshire +E06000055,Bedford +E06000056,Central Bedfordshire +E06000057,Northumberland +E06000058,"Bournemouth, Christchurch and Poole" +E06000059,Dorset +E06000060,Buckinghamshire +E07000008,Cambridge +E07000009,East Cambridgeshire +E07000010,Fenland +E07000011,Huntingdonshire +E07000012,South Cambridgeshire +E07000026,Allerdale +E07000027,Barrow-in-Furness +E07000028,Carlisle +E07000029,Copeland +E07000030,Eden +E07000031,South Lakeland +E07000032,Amber Valley +E07000033,Bolsover +E07000034,Chesterfield +E07000035,Derbyshire Dales +E07000036,Erewash +E07000037,High Peak +E07000038,North East Derbyshire +E07000039,South Derbyshire +E07000040,East Devon +E07000041,Exeter +E07000042,Mid Devon +E07000043,North Devon +E07000044,South Hams +E07000045,Teignbridge +E07000046,Torridge +E07000047,West Devon +E07000061,Eastbourne +E07000062,Hastings +E07000063,Lewes +E07000064,Rother +E07000065,Wealden +E07000066,Basildon +E07000067,Braintree +E07000068,Brentwood +E07000069,Castle Point +E07000070,Chelmsford +E07000071,Colchester +E07000072,Epping Forest +E07000073,Harlow +E07000074,Maldon +E07000075,Rochford +E07000076,Tendring +E07000077,Uttlesford +E07000078,Cheltenham +E07000079,Cotswold +E07000080,Forest of Dean +E07000081,Gloucester +E07000082,Stroud +E07000083,Tewkesbury +E07000084,Basingstoke and Deane +E07000085,East Hampshire +E07000086,Eastleigh +E07000087,Fareham +E07000088,Gosport +E07000089,Hart +E07000090,Havant +E07000091,New Forest +E07000092,Rushmoor +E07000093,Test Valley +E07000094,Winchester +E07000095,Broxbourne +E07000096,Dacorum +E07000098,Hertsmere +E07000099,North Hertfordshire +E07000102,Three Rivers +E07000103,Watford +E07000105,Ashford +E07000106,Canterbury +E07000107,Dartford +E07000108,Dover +E07000109,Gravesham +E07000110,Maidstone +E07000111,Sevenoaks +E07000112,Folkestone and Hythe +E07000113,Swale +E07000114,Thanet +E07000115,Tonbridge and Malling +E07000116,Tunbridge Wells +E07000117,Burnley +E07000118,Chorley +E07000119,Fylde +E07000120,Hyndburn +E07000121,Lancaster +E07000122,Pendle +E07000123,Preston +E07000124,Ribble Valley +E07000125,Rossendale +E07000126,South Ribble +E07000127,West Lancashire +E07000128,Wyre +E07000129,Blaby +E07000130,Charnwood +E07000131,Harborough +E07000132,Hinckley and Bosworth +E07000133,Melton +E07000134,North West Leicestershire +E07000135,Oadby and Wigston +E07000136,Boston +E07000137,East Lindsey +E07000138,Lincoln +E07000139,North Kesteven +E07000140,South Holland +E07000141,South Kesteven +E07000142,West Lindsey +E07000143,Breckland +E07000144,Broadland +E07000145,Great Yarmouth +E07000146,King's Lynn and West Norfolk +E07000147,North Norfolk +E07000148,Norwich +E07000149,South Norfolk +E07000150,Corby +E07000151,Daventry +E07000152,East Northamptonshire +E07000153,Kettering +E07000154,Northampton +E07000155,South Northamptonshire +E07000156,Wellingborough +E07000163,Craven +E07000164,Hambleton +E07000165,Harrogate +E07000166,Richmondshire +E07000167,Ryedale +E07000168,Scarborough +E07000169,Selby +E07000170,Ashfield +E07000171,Bassetlaw +E07000172,Broxtowe +E07000173,Gedling +E07000174,Mansfield +E07000175,Newark and Sherwood +E07000176,Rushcliffe +E07000177,Cherwell +E07000178,Oxford +E07000179,South Oxfordshire +E07000180,Vale of White Horse +E07000181,West Oxfordshire +E07000187,Mendip +E07000188,Sedgemoor +E07000189,South Somerset +E07000192,Cannock Chase +E07000193,East Staffordshire +E07000194,Lichfield +E07000195,Newcastle-under-Lyme +E07000196,South Staffordshire +E07000197,Stafford +E07000198,Staffordshire Moorlands +E07000199,Tamworth +E07000200,Babergh +E07000202,Ipswich +E07000203,Mid Suffolk +E07000207,Elmbridge +E07000208,Epsom and Ewell +E07000209,Guildford +E07000210,Mole Valley +E07000211,Reigate and Banstead +E07000212,Runnymede +E07000213,Spelthorne +E07000214,Surrey Heath +E07000215,Tandridge +E07000216,Waverley +E07000217,Woking +E07000218,North Warwickshire +E07000219,Nuneaton and Bedworth +E07000220,Rugby +E07000221,Stratford-on-Avon +E07000222,Warwick +E07000223,Adur +E07000224,Arun +E07000225,Chichester +E07000226,Crawley +E07000227,Horsham +E07000228,Mid Sussex +E07000229,Worthing +E07000234,Bromsgrove +E07000235,Malvern Hills +E07000236,Redditch +E07000237,Worcester +E07000238,Wychavon +E07000239,Wyre Forest +E07000240,St Albans +E07000241,Welwyn Hatfield +E07000242,East Hertfordshire +E07000243,Stevenage +E07000244,East Suffolk +E07000245,West Suffolk +E07000246,Somerset West and Taunton +E08000001,Bolton +E08000002,Bury +E08000003,Manchester +E08000004,Oldham +E08000005,Rochdale +E08000006,Salford +E08000007,Stockport +E08000008,Tameside +E08000009,Trafford +E08000010,Wigan +E08000011,Knowsley +E08000012,Liverpool +E08000013,St. Helens +E08000014,Sefton +E08000015,Wirral +E08000016,Barnsley +E08000017,Doncaster +E08000018,Rotherham +E08000019,Sheffield +E08000021,Newcastle upon Tyne +E08000022,North Tyneside +E08000023,South Tyneside +E08000024,Sunderland +E08000025,Birmingham +E08000026,Coventry +E08000027,Dudley +E08000028,Sandwell +E08000029,Solihull +E08000030,Walsall +E08000031,Wolverhampton +E08000032,Bradford +E08000033,Calderdale +E08000034,Kirklees +E08000035,Leeds +E08000036,Wakefield +E08000037,Gateshead +E09000001,City of London +E09000002,Barking and Dagenham +E09000003,Barnet +E09000004,Bexley +E09000005,Brent +E09000006,Bromley +E09000007,Camden +E09000008,Croydon +E09000009,Ealing +E09000010,Enfield +E09000011,Greenwich +E09000012,Hackney +E09000013,Hammersmith and Fulham +E09000014,Haringey +E09000015,Harrow +E09000016,Havering +E09000017,Hillingdon +E09000018,Hounslow +E09000019,Islington +E09000020,Kensington and Chelsea +E09000021,Kingston upon Thames +E09000022,Lambeth +E09000023,Lewisham +E09000024,Merton +E09000025,Newham +E09000026,Redbridge +E09000027,Richmond upon Thames +E09000028,Southwark +E09000029,Sutton +E09000030,Tower Hamlets +E09000031,Waltham Forest +E09000032,Wandsworth +E09000033,Westminster +W06000001,Isle of Anglesey +W06000002,Gwynedd +W06000003,Conwy +W06000004,Denbighshire +W06000005,Flintshire +W06000006,Wrexham +W06000008,Ceredigion +W06000009,Pembrokeshire +W06000010,Carmarthenshire +W06000011,Swansea +W06000012,Neath Port Talbot +W06000013,Bridgend +W06000014,Vale of Glamorgan +W06000015,Cardiff +W06000016,Rhondda Cynon Taf +W06000018,Caerphilly +W06000019,Blaenau Gwent +W06000020,Torfaen +W06000021,Monmouthshire +W06000022,Newport +W06000023,Powys +W06000024,Merthyr Tydfil +S12000005,Clackmannanshire +S12000006,Dumfries and Galloway +S12000008,East Ayrshire +S12000010,East Lothian +S12000011,East Renfrewshire +S12000013,Na h-Eileanan Siar +S12000014,Falkirk +S12000017,Highland +S12000018,Inverclyde +S12000019,Midlothian +S12000020,Moray +S12000021,North Ayrshire +S12000023,Orkney Islands +S12000026,Scottish Borders +S12000027,Shetland Islands +S12000028,South Ayrshire +S12000029,South Lanarkshire +S12000030,Stirling +S12000033,Aberdeen City +S12000034,Aberdeenshire +S12000035,Argyll and Bute +S12000036,City of Edinburgh +S12000038,Renfrewshire +S12000039,West Dunbartonshire +S12000040,West Lothian +S12000041,Angus +S12000042,Dundee City +S12000045,East Dunbartonshire +S12000047,Fife +S12000048,Perth and Kinross +S12000049,Glasgow City +S12000050,North Lanarkshire diff --git a/scripts/data_prep/run_regions.sh b/scripts/data_prep/run_regions.sh index 7f5ec64..6d94523 100755 --- a/scripts/data_prep/run_regions.sh +++ b/scripts/data_prep/run_regions.sh @@ -7,20 +7,11 @@ OTHER_DATA=$1 SPENSER_INPUT=$2 OUTPUT=$3 -# Remaining incomplete regions -regions=( - E06000028 E06000029 E06000053 E06000058 E06000059 E06000060 - E07000004 E07000005 E07000006 E07000007 E07000048 E07000049 - E07000050 E07000051 E07000052 E07000135 E07000190 E07000191 - E07000201 E07000204 E07000205 E07000206 E07000244 E07000245 - E07000246 E09000001 - S12000005 S12000006 S12000008 S12000010 S12000011 S12000013 - S12000014 S12000015 S12000017 S12000018 S12000019 S12000020 - S12000021 S12000023 S12000024 S12000026 S12000027 S12000028 - S12000029 S12000030 S12000033 S12000034 S12000035 S12000036 - S12000038 S12000039 S12000040 S12000041 S12000042 S12000044 - S12000045 S12000046 S12000047 S12000048 S12000049 S12000050 -) +# Read list of all LADs for GB +while read lad_cd lad_nm; do + lad_cds+=($lad_cd) + lad_nms+=($lad_nm) +done < <(tail -n +2 "2020_lad_list.csv" | sed 's/,/\t/g') # List of years to run years=( @@ -30,8 +21,13 @@ years=( 2032 2039 ) -for region in "${regions[@]}"; do +for lad_cd in "${lad_cds[@]}"; do for year in "${years[@]}"; do - pueue add Rscript SPC_single_region.R $region $year $OTHER_DATA $SPENSER_INPUT $OUTPUT + pueue add Rscript SPC_single_region.R \ + $lad_cd \ + $year \ + $OTHER_DATA \ + $SPENSER_INPUT \ + $OUTPUT done done From d95c6192a7ad14e5fac9c7280ea3ec1347fd42a0 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 16:48:21 +0100 Subject: [PATCH 15/46] Rename script variables, update README --- scripts/data_prep/README.md | 47 ++++++++++++++++++++++++++------ scripts/data_prep/run_regions.sh | 12 ++++---- 2 files changed, 45 insertions(+), 14 deletions(-) diff --git a/scripts/data_prep/README.md b/scripts/data_prep/README.md index 636b424..713f2b9 100644 --- a/scripts/data_prep/README.md +++ b/scripts/data_prep/README.md @@ -2,6 +2,13 @@ ![SPC Schema](https://github.com/alan-turing-institute/uatk-spc/blob/main/docs/img/SPC_Schema_full.png) +## Prerequisites +The following steps assume the following have been installed: +- [R](https://www.r-project.org/): for running data curation scripts +- [renv](https://rstudio.github.io/renv/articles/renv.html): to load the R environment for reproducibility +- [pueue](https://github.com/Nukesor/pueue): a process queue for running all + LADs + ## Step 1: Curate public data from diverse sources (WIP) 1. This step requires a nomis API key that can be obtained by registering with [nomisweb](https://www.nomisweb.co.uk/). Once registered, the API key can be found [here](https://www.nomisweb.co.uk/myaccount/webservice.asp). Replace the content of `raw_to_prepared_nomisAPIKey.txt` with this key. @@ -21,14 +28,38 @@ Refer to the [data sources](https://alan-turing-institute.github.io/uatk-spc/dat The script calls `raw_to_prepared_Income.R` to produce income data for the next step. Note that only the modelled coefficients for hourly salaries (averaged over all age groups) and number of hours worked are produced by the script. The age rescaling coefficients require running the entire population once without rescaling, which is not practical. The methodology is left commented out for reference. Use the content of `SAVE_SPC_required_data.zip` to obtain these coefficients. The script also calls `raw_to_prepared_Workplaces.R` to create `businessRegistry.csv`. Note that both these scripts can only be used on their own after some of the content of `raw_to_prepared.R` have been created. ## Step 2: Add to SPENSER - -1. Unpack `SAVE_SPC_required_data.zip` or run the previous step. - -2. Get SPENSER data (link will be provided when available). - -3. Update the variables `folderIn`, `folderInOT` and `folderOut` inside `SPC_loadWorkspace.R` and `SPC_pipelineLAD.R` to a local folder structure. - -4. Use `SPC_testruns.R` to run a specific LAD for a specific year. +This step assumes that you have already run the complete SPENSER pipeline either +with a [single +machine](https://github.com/alan-turing-institute/spc-hpc-pipeline/tree/30-missing-lads) +or using [Azure batch +computing](https://github.com/alan-turing-institute/spc-hpc-pipeline/tree/30-missing-lads). + +First, unpack `SAVE_SPC_required_data.zip` or run the step 1: +```bash +unzip SAVE_SPC_required_data.zip +``` +To set-up the R environment, open R from the command line: +```bash +R +``` +and follow any interactive instructions. + +Next a single LAD can be enriched by running the following R script: +```bash +Rscript SPC_single_region.R \ + \ + \ + \ + \ + +``` +Or all GB LADs for each year: 2012, 2020, 2022, 2032, 2039 can be run with: +```bash +./run_all_regions.sh \ + \ + \ + +``` ## Step 3: Recut and upload to Azure diff --git a/scripts/data_prep/run_regions.sh b/scripts/data_prep/run_regions.sh index 6d94523..4a9af35 100755 --- a/scripts/data_prep/run_regions.sh +++ b/scripts/data_prep/run_regions.sh @@ -3,9 +3,9 @@ set -e # Get data paths from positional args -OTHER_DATA=$1 -SPENSER_INPUT=$2 -OUTPUT=$3 +STEP1_PATH=$1 +SPENSER_INPUT_PATH=$2 +SPENSER_ENRICHED_OUTPUT_PATH=$3 # Read list of all LADs for GB while read lad_cd lad_nm; do @@ -26,8 +26,8 @@ for lad_cd in "${lad_cds[@]}"; do pueue add Rscript SPC_single_region.R \ $lad_cd \ $year \ - $OTHER_DATA \ - $SPENSER_INPUT \ - $OUTPUT + $STEP1_PATH \ + $SPENSER_INPUT_PATH \ + $SPENSER_ENRICHED_OUTPUT_PATH done done From 677168f4ffff33c5610868dd9e3b1511ecfceccf Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 16:56:26 +0100 Subject: [PATCH 16/46] Update Azure script, add bash wrapper script --- scripts/data_prep/run_toAzure_complete.sh | 25 ++++++++ scripts/data_prep/toAzure_complete.R | 76 +++++++++++------------ 2 files changed, 60 insertions(+), 41 deletions(-) create mode 100755 scripts/data_prep/run_toAzure_complete.sh diff --git a/scripts/data_prep/run_toAzure_complete.sh b/scripts/data_prep/run_toAzure_complete.sh new file mode 100755 index 0000000..44a1e83 --- /dev/null +++ b/scripts/data_prep/run_toAzure_complete.sh @@ -0,0 +1,25 @@ +#!/bin/bash + +set -e + +# Get data paths from positional args +STEP1_PATH=$1 +SPENSER_ENRICHED_OUTPUT_PATH=$2 +SPENSER_ENRICHED_TO_AZURE_PATH=$3 + + +# List of years to run +years=( + 2012 + 2020 + 2022 + 2032 + 2039 +) + +for year in "${years[@]}"; do + pueue add -- Rscript toAzure_complete.R \ + $year \ + $STEP1_PATH \ + $SPENSER_ENRICHED_OUTPUT_PATH \ + $SPENSER_ENRICHED_TO_AZURE_PATH \ No newline at end of file diff --git a/scripts/data_prep/toAzure_complete.R b/scripts/data_prep/toAzure_complete.R index 0ff7263..286e496 100644 --- a/scripts/data_prep/toAzure_complete.R +++ b/scripts/data_prep/toAzure_complete.R @@ -4,52 +4,46 @@ print(args) # File paths date <- args[1] -folderInOT <- args[2] -spenserInput <- args[3] -folderOut <- args[4] +spenserInput <- args[2] +folderOut <- args[3] +folderInOT <- args[4] ##### Load lookup table (dl for example from https://github.com/alan-turing-institute/uatk-spc/blob/main/scripts/data_prep/SAVE_SPC_required_data.zip) lu <- read.csv(paste(folderInOT,"lookUp-GB.csv", sep = "")) -##### Select Country -Country <- "Wales" -Country <- "England" -Country <- "Scotland" +##### Loop over countries +for(Country in c("England", "Wales", "Scotland")) { + ##### Tables to check which files from the previous step must be merged to create the new files for Azure + aref <- unique(lu$AzureRef[lu$Country == Country]) # Destination file + lads <- unique(lu$LAD20CD[lu$Country == Country]) # Input file -##### Tables to check which files from the previous step must be merged to create the new files for Azure -aref <- unique(lu$AzureRef[lu$Country == Country]) # Destination file -lads <- unique(lu$LAD20CD[lu$Country == Country]) # Input file - -# Special case: England missing lads only -# aref <- c("dorset","buckinghamshire","leicestershire","suffolk","somerset") -# lads <- c("E06000058","E06000059","E06000060","E07000135","E07000244","E07000245","E07000246") - -df <- data.frame(lad = lads, aref = NA) -for(i in 1:length(lads)){ - df$aref[i] <- list(unique(lu$AzureRef[lu$LAD20CD == lads[i]])) -} -df2 <- data.frame(lad = NA, aref = aref) -for(i in 1:length(aref)){ - df2$lad[i] <- list(unique(lu$LAD20CD[lu$AzureRef == aref[i]])) -} + df <- data.frame(lad = lads, aref = NA) + for(i in 1:length(lads)){ + df$aref[i] <- list(unique(lu$AzureRef[lu$LAD20CD == lads[i]])) + } + df2 <- data.frame(lad = NA, aref = aref) + for(i in 1:length(aref)){ + df2$lad[i] <- list(unique(lu$LAD20CD[lu$AzureRef == aref[i]])) + } -##### Loop -popsize = 0 # For control -for(i in 1:nrow(df2)){ - ref <- unlist(df2$lad[i]) - lad <- ref[1] - ladfile <- read.csv(paste(spenserInput,Country,"/",date,"/",lad,".csv",sep = "")) - if (length(ref) > 1){ - for(j in ref[2:length(ref)]){ - ladfiletemp <- read.csv(paste(spenserInput,Country,"/",date,"/",j,".csv",sep = "")) - ladfile <- rbind(ladfile,ladfiletemp) + ##### Loop + popsize = 0 # For control + for(i in 1:nrow(df2)){ + ref <- unlist(df2$lad[i]) + lad <- ref[1] + ladfile <- read.csv(paste(spenserInput,Country,"/",date,"/",lad,".csv",sep = "")) + if (length(ref) > 1){ + for(j in ref[2:length(ref)]){ + ladfiletemp <- read.csv(paste(spenserInput,Country,"/",date,"/",j,".csv",sep = "")) + ladfile <- rbind(ladfile,ladfiletemp) + } } + popsize = popsize + nrow(ladfile) + outpath <- paste(folderOut,"/",Country,"/",date,"/", sep="") + outfile <- paste(outpath, "pop_",df2$aref[i],"_",date,".csv",sep = "") + print(outfile) + dir.create(outpath, recursive=TRUE) + write.table(ladfile, outfile, row.names = F, sep = ",") } - popsize = popsize + nrow(ladfile) - outpath <- paste(folderOut,"/",Country,"/",date,"/", sep="") - outfile <- paste(outpath, "pop_",df2$aref[i],"_",date,".csv",sep = "") - print(outfile) - dir.create(outpath, recursive=TRUE) - write.table(ladfile, outfile, row.names = F, sep = ",") -} -popsize \ No newline at end of file + popsize +} \ No newline at end of file From 88565339785ea020dbebb497f23b7cd1170e05fc Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 16:59:08 +0100 Subject: [PATCH 17/46] Rename to match R script name --- scripts/data_prep/{run_regions.sh => run_pipelineLAD.sh} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename scripts/data_prep/{run_regions.sh => run_pipelineLAD.sh} (100%) diff --git a/scripts/data_prep/run_regions.sh b/scripts/data_prep/run_pipelineLAD.sh similarity index 100% rename from scripts/data_prep/run_regions.sh rename to scripts/data_prep/run_pipelineLAD.sh From bd0a6ae005e28e0ea4ef38918ee92a26132a3205 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 17:03:28 +0100 Subject: [PATCH 18/46] Remove install script --- scripts/data_prep/install.sh | 16 ---------------- 1 file changed, 16 deletions(-) delete mode 100644 scripts/data_prep/install.sh diff --git a/scripts/data_prep/install.sh b/scripts/data_prep/install.sh deleted file mode 100644 index 95c9309..0000000 --- a/scripts/data_prep/install.sh +++ /dev/null @@ -1,16 +0,0 @@ -#!/bin/bash - -# Install gdal -# macos -# brew install gdal - -# linux -# TODO - -# Install R and renv -# macos -# TODO - -# linux -# sudo apt install r-base-core -# TODO From 8674317ae6f21a83b34c6664deef76afd40008bb Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 17:18:17 +0100 Subject: [PATCH 19/46] Update README for step 3 --- scripts/data_prep/README.md | 20 +++++++++++++++----- 1 file changed, 15 insertions(+), 5 deletions(-) diff --git a/scripts/data_prep/README.md b/scripts/data_prep/README.md index 713f2b9..aa4aea9 100644 --- a/scripts/data_prep/README.md +++ b/scripts/data_prep/README.md @@ -55,12 +55,22 @@ Rscript SPC_single_region.R \ ``` Or all GB LADs for each year: 2012, 2020, 2022, 2032, 2039 can be run with: ```bash -./run_all_regions.sh \ +./run_pipelineLAD.sh \ + \ \ - \ - + ``` -## Step 3: Recut and upload to Azure +## Step 3: Merge LADs to counties and upload to Azure -Step 2 outputs data at LAD level. These data must be grouped into counties, gziped and uploaded to `countydata-v2`on Azure. This can be done by using `lookUp-GB.csv` from step 1 (use fields `AzureRef` and `LAD20CD` to get all the LADs for a County and to get the name the final file should receive). The script `toAzure_complete.R` can be used to perform the merging operation. +Step 2 outputs data at LAD level. These data must be grouped into counties, +gzipped and uploaded to Azure. This is done using `lookUp-GB.csv` from step 1 +(use fields `AzureRef` and `LAD20CD` to get all the LADs for a county and to get +the name the final file should receive). The script `toAzure_complete.R` can be +used to perform the merging operation and can be run for all years with: +```bash +./run_toAzure_complete.sh \ + \ + \ + +``` From 4efa8070b6e4eda8d0a328327f7032d99a2628f2 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 17:20:15 +0100 Subject: [PATCH 20/46] Remove to Azure script for incomplete regions --- .../data_prep/toAzure_incomplete_england.R | 74 ------------------- 1 file changed, 74 deletions(-) delete mode 100644 scripts/data_prep/toAzure_incomplete_england.R diff --git a/scripts/data_prep/toAzure_incomplete_england.R b/scripts/data_prep/toAzure_incomplete_england.R deleted file mode 100644 index 3688280..0000000 --- a/scripts/data_prep/toAzure_incomplete_england.R +++ /dev/null @@ -1,74 +0,0 @@ -# Args for file paths -args <- commandArgs(TRUE) -print(args) - -# File paths -date <- args[1] -folderInOT <- args[2] -spenserInput <- args[3] -folderOut <- args[4] -spenserInput2 <- args[5] - -##### Load lookup table (dl for example from https://github.com/alan-turing-institute/uatk-spc/blob/main/scripts/data_prep/SAVE_SPC_required_data.zip) -lu <- read.csv(paste(folderInOT,"lookUp-GB.csv", sep = "")) - -##### Select Country -Country <- "England" - -##### Tables to check which files from the previous step must be merged to create the new files for Azure -aref <- unique(lu$AzureRef[lu$Country == Country]) # Destination file -lads <- unique(lu$LAD20CD[lu$Country == Country]) # Input file - -# Special case: England counties with missing LADs -aref <- c("dorset","buckinghamshire","leicestershire","suffolk","somerset","greater-london","cornwall") -lads <- lu$LAD20CD[lu$AzureRef %in% aref] - -df <- data.frame(lad = lads, aref = NA) -for(i in 1:length(lads)){ - df$aref[i] <- list(unique(lu$AzureRef[lu$LAD20CD == lads[i]])) -} -df2 <- data.frame(lad = NA, aref = aref) -for(i in 1:length(aref)){ - df2$lad[i] <- list(unique(lu$LAD20CD[lu$AzureRef == aref[i]])) -} - - -# Tries to load input from two different paths -loadLADFile <- function(path1, path2) { - ladfile <- tryCatch( - { - print(paste("Trying path:", path1, sep=" ")) - read.csv(path1) - }, - warning=function(cond){ - print(paste("Trying alterntive path:", path2, sep=" ")) - return(read.csv(path2)) - }) - return(ladfile) -} - -##### Loop over counties -popsize = 0 # For control -for(i in 1:nrow(df2)){ - print(paste("County: ", df2$aref[i], sep="")) - ref <- unlist(df2$lad[i]) - lad <- ref[1] - path1 <- paste(spenserInput,Country,"/",date,"/",lad,".csv",sep = "") - path2 <- paste(spenserInput2,Country,"/",date,"/",lad,".csv",sep = "") - ladfile <- loadLADFile(path1, path2) - if (length(ref) > 1){ - for(j in ref[2:length(ref)]){ - path1 <- paste(spenserInput,Country,"/",date,"/",j,".csv",sep = "") - path2 <- paste(spenserInput2,Country,"/",date,"/",j,".csv",sep = "") - ladfiletemp <- loadLADFile(path1, path2) - ladfile <- rbind(ladfile,ladfiletemp) - } - } - popsize = popsize + nrow(ladfile) - outpath <- paste(folderOut,"/",Country,"/",date,"/", sep="") - outfile <- paste(outpath, "pop_",df2$aref[i],"_",date,".csv",sep = "") - print(outfile) - dir.create(outpath, recursive=TRUE) - write.table(ladfile, outfile, row.names = F, sep = ",") -} -popsize From aadbf2fbc0907a69ae193c55335bd943251fdc35 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 13 Jul 2023 17:33:11 +0100 Subject: [PATCH 21/46] Add checks for bash script input args --- scripts/data_prep/run_pipelineLAD.sh | 14 ++++++++++++++ scripts/data_prep/run_toAzure_complete.sh | 13 +++++++++++++ 2 files changed, 27 insertions(+) diff --git a/scripts/data_prep/run_pipelineLAD.sh b/scripts/data_prep/run_pipelineLAD.sh index 4a9af35..272af57 100755 --- a/scripts/data_prep/run_pipelineLAD.sh +++ b/scripts/data_prep/run_pipelineLAD.sh @@ -7,6 +7,20 @@ STEP1_PATH=$1 SPENSER_INPUT_PATH=$2 SPENSER_ENRICHED_OUTPUT_PATH=$3 +# Exit if any paths missing +if [ "$STEP1_PATH" == "" ]; then + echo "Missing path for step 1 data." + exit 1 +fi +if [ "$SPENSER_INPUT_PATH" == "" ]; then + echo "Missing path for SPENSER pipeline input data." + exit 1 +fi +if [ "$SPENSER_ENRICHED_OUTPUT_PATH" == "" ]; then + echo "Missing path for enriched SPENSER output data." + exit 1 +fi + # Read list of all LADs for GB while read lad_cd lad_nm; do lad_cds+=($lad_cd) diff --git a/scripts/data_prep/run_toAzure_complete.sh b/scripts/data_prep/run_toAzure_complete.sh index 44a1e83..7476b00 100755 --- a/scripts/data_prep/run_toAzure_complete.sh +++ b/scripts/data_prep/run_toAzure_complete.sh @@ -7,6 +7,19 @@ STEP1_PATH=$1 SPENSER_ENRICHED_OUTPUT_PATH=$2 SPENSER_ENRICHED_TO_AZURE_PATH=$3 +# Exit if any paths missing +if [ "$STEP1_PATH" == "" ]; then + echo "Missing path for step 1 data." + exit 1 +fi +if [ "$SPENSER_ENRICHED_OUTPUT_PATH" == "" ]; then + echo "Missing path for enriched SPENSER data." + exit 1 +fi +if [ "$SPENSER_ENRICHED_TO_AZURE_PATH" == "" ]; then + echo "Missing path for county-level data to upload to Azure." + exit 1 +fi # List of years to run years=( From 7fea8d8c048901426cf8d1e440930ae1dbaf4854 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 15:27:45 +0100 Subject: [PATCH 22/46] Update links --- scripts/data_prep/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/data_prep/README.md b/scripts/data_prep/README.md index aa4aea9..79b9f78 100644 --- a/scripts/data_prep/README.md +++ b/scripts/data_prep/README.md @@ -30,9 +30,9 @@ The script calls `raw_to_prepared_Income.R` to produce income data for the next ## Step 2: Add to SPENSER This step assumes that you have already run the complete SPENSER pipeline either with a [single -machine](https://github.com/alan-turing-institute/spc-hpc-pipeline/tree/30-missing-lads) +machine](https://github.com/alan-turing-institute/spc-hpc-pipeline/blob/main/scripts/full_pipeline/README.md) or using [Azure batch -computing](https://github.com/alan-turing-institute/spc-hpc-pipeline/tree/30-missing-lads). +computing](https://github.com/alan-turing-institute/spc-hpc-pipeline/). First, unpack `SAVE_SPC_required_data.zip` or run the step 1: ```bash From f0b9f1ebfae2bb670fcb5fe18a4e34628482316b Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 17:00:24 +0100 Subject: [PATCH 23/46] Add upload script --- scripts/data_prep/upload_toAzure.sh | 45 +++++++++++++++++++++++++++++ 1 file changed, 45 insertions(+) create mode 100755 scripts/data_prep/upload_toAzure.sh diff --git a/scripts/data_prep/upload_toAzure.sh b/scripts/data_prep/upload_toAzure.sh new file mode 100755 index 0000000..5eb8731 --- /dev/null +++ b/scripts/data_prep/upload_toAzure.sh @@ -0,0 +1,45 @@ +#!/bin/bash + +# Args: +# -s : Source path of microsimulation data to upload +# -v : Version for container name to copy data to. +# Container must already have been created. +# -d : Dry run flag. +# -t : SAS token for authorization. + +set -e + +dryrun='false' +while getopts 'ds:v:t:' flag; do + case "${flag}" in + d) dryrun='true' ;; + s) SOURCE="${OPTARG}" ;; + t) SAS_TOKEN="${OPTARG}" ;; + v) VERSION="${OPTARG}" ;; + *) error "Unexpected option ${flag}" ;; + esac +done + +DESTINATION=https://ramp0storage.blob.core.windows.net/countydata-${VERSION}/./$SAS_TOKEN + +echo "Source: ${SOURCE}" +echo "Destination: ${DESTINATION}" +echo "Dry-run: ${dryrun}" + +if [[ $dryrun == 'true' ]]; then + azcopy copy \ + $SOURCE/* \ + $DESTINATION \ + --dry-run \ + --recursive \ + --s2s-preserve-properties=true \ + --include-pattern='*.csv.gz' +else + gzip -kr $SOURCE/ + azcopy copy \ + $SOURCE/* \ + $DESTINATION \ + --recursive \ + --s2s-preserve-properties=true \ + --include-pattern='*.csv.gz' +fi From 0c72489be23025d884980b5b1c1254333190415c Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 18:41:39 +0100 Subject: [PATCH 24/46] Fix dataframe variable name --- scripts/data_prep/raw_to_prepared.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/data_prep/raw_to_prepared.R b/scripts/data_prep/raw_to_prepared.R index ed36a31..a1e577d 100644 --- a/scripts/data_prep/raw_to_prepared.R +++ b/scripts/data_prep/raw_to_prepared.R @@ -772,7 +772,7 @@ TUS <- TUS[,c(22,3:5,23:39)] # Merge with indivTUS to get demographics test <- indivTUS[,1:7] test$uniqueID <- paste(test$id_TUS,test$pnum, sep = "_") -TUS$uniqueIDb <- substr(b$uniqueID,1,10) +TUS$uniqueIDb <- substr(TUS$uniqueID,1,10) TUS <- merge(TUS,test, by.x = "uniqueIDb", by.y = "uniqueID", all.x = T) TUS <- TUS[!is.na(TUS$age),] row.names(TUS) <- 1:nrow(TUS) From 38ca194d37299d38498fe3415dcd7969dedd3f28 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 18:44:28 +0100 Subject: [PATCH 25/46] Formatting README --- scripts/data_prep/README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/data_prep/README.md b/scripts/data_prep/README.md index 79b9f78..4c26852 100644 --- a/scripts/data_prep/README.md +++ b/scripts/data_prep/README.md @@ -6,6 +6,7 @@ The following steps assume the following have been installed: - [R](https://www.r-project.org/): for running data curation scripts - [renv](https://rstudio.github.io/renv/articles/renv.html): to load the R environment for reproducibility +- [GDAL](https://gdal.org/): Geospatial Data Abstraction Library, also installable with [brew](https://formulae.brew.sh/formula/gdal) - [pueue](https://github.com/Nukesor/pueue): a process queue for running all LADs @@ -15,7 +16,10 @@ The following steps assume the following have been installed: 2. Use `raw_to_prepared_Environment.R` to install the necessary R packages and create directories. -3. Download manually safeguarded/geoportal data, place those inside the `Data/dl` directory. Required: [LSOA centroids in csv format](https://geoportal.statistics.gov.uk/datasets/ons::lsoa-dec-2011-population-weighted-centroids-in-england-and-wales/explore) (adapt l. 219-220 of `raw_to_prepared_Workplaces.R` if necessary); [OA centroids in csv format](https://geoportal.statistics.gov.uk/datasets/ons::output-areas-dec-2011-pwc/explore) (adapt section OA centroids inside `raw_to_prepared.R` if necessary); Health and time use data (download directly from [10.5255/UKDA-SN-8860-1](http://doi.org/10.5255/UKDA-SN-8860-1), [10.5255/UKDA-SN-8090-1](http://doi.org/10.5255/UKDA-SN-8090-1), [10.5255/UKDA-SN-8737-1](http://doi.org/10.5255/UKDA-SN-8737-1) and [10.5255/UKDA-SN-8128-1](http://doi.org/10.5255/UKDA-SN-8128-1)). +3. Download manually safeguarded/geoportal data, place those inside the `Data/dl` directory. Required: + 1. [LSOA centroids in csv format](https://geoportal.statistics.gov.uk/datasets/ons::lsoa-dec-2011-population-weighted-centroids-in-england-and-wales/explore) (adapt l. 219-220 of `raw_to_prepared_Workplaces.R` if necessary) + 2. [OA centroids in csv format](https://geoportal.statistics.gov.uk/datasets/ons::output-areas-dec-2011-pwc/explore) (adapt section OA centroids inside `raw_to_prepared.R` if necessary) + 3. Health and time use data (download directly from [10.5255/UKDA-SN-8860-1](http://doi.org/10.5255/UKDA-SN-8860-1), [10.5255/UKDA-SN-8090-1](http://doi.org/10.5255/UKDA-SN-8090-1), [10.5255/UKDA-SN-8737-1](http://doi.org/10.5255/UKDA-SN-8737-1) and [10.5255/UKDA-SN-8128-1](http://doi.org/10.5255/UKDA-SN-8128-1)). 4. Run `raw_to_prepared.R`. Note that a file of over 1 GB will be downloaded. The maximum allowed time for an individual download is 10 minutes (600 seconds). Adjust options(timeout=600) l. 18 if this is insufficient. From c7cba7950c04acb2788d8f175ac0bb9e61a97616 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 18:49:25 +0100 Subject: [PATCH 26/46] Fix filename suffix --- scripts/data_prep/raw_to_prepared.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/data_prep/raw_to_prepared.R b/scripts/data_prep/raw_to_prepared.R index a1e577d..aa18f56 100644 --- a/scripts/data_prep/raw_to_prepared.R +++ b/scripts/data_prep/raw_to_prepared.R @@ -843,13 +843,13 @@ write.table(gm,paste(folderOut,"timeAtHomeIncreaseCTY.csv",sep = ""),row.names = print("Working on the look-up") # Old European NUTS geographies, now renamed "ITL" -if(!file.exists(paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.csv",sep = ""))){ +if(!file.exists(paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.xlsx",sep = ""))){ download.file("https://www.arcgis.com/sharing/rest/content/items/cdb629f13c8f4ebc86f30e8fe3cddda4/data",destfile = paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.xlsx",sep = "")) } else{ - print(paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.csv"," already exists, not downloading again",sep = "")) + print(paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.xlsx"," already exists, not downloading again",sep = "")) } -itlRef <- read_excel(paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.csv",sep = ""), sheet = 1) +itlRef <- read_excel(paste(folderIn,"LAD20_LAU121_ITL321_ITL221_ITL121_UK_LU_v2.xlsx",sep = ""), sheet = 1) itlRef <- itlRef[,c(1,5:10)] itlRef <- itlRef[!duplicated(itlRef),] From a3004123a77c9f99b8f39e77da6de01ee67d1453 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 18:52:13 +0100 Subject: [PATCH 27/46] Fix dataframe variable name --- scripts/data_prep/raw_to_prepared.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/data_prep/raw_to_prepared.R b/scripts/data_prep/raw_to_prepared.R index aa18f56..f47b9e8 100644 --- a/scripts/data_prep/raw_to_prepared.R +++ b/scripts/data_prep/raw_to_prepared.R @@ -902,7 +902,7 @@ oatoOtherEW$RGN20NM[wales] <- NA oatoOtherEW$RGN20NM[oatoOtherEW$RGN20NM == "East of England"] <- "East" oatoOtherEW <- oatoOtherEW[order(oatoOtherEW$LSOA11CD),c(4:6,1,7,2,8,12:20,9:11)] -rownames(oatoOtherS) <- 1:nrow(oatoOtherS) +rownames(oatoOtherEW) <- 1:nrow(oatoOtherEW) ### From acd81522a46a0f00b5accf2eafdd1a6356ee97a3 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 20:57:25 +0100 Subject: [PATCH 28/46] Add file suffix --- scripts/data_prep/raw_to_prepared.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/data_prep/raw_to_prepared.R b/scripts/data_prep/raw_to_prepared.R index f47b9e8..921faf8 100644 --- a/scripts/data_prep/raw_to_prepared.R +++ b/scripts/data_prep/raw_to_prepared.R @@ -981,7 +981,7 @@ write.table(oatoOther,paste(folderOut,"lookUp-GB.csv",sep = ""),row.names = F, s OACoords <- read.csv(paste(folderIn,"Output_Areas_Dec_2011_PWC_2022_4250323215893203467.csv",sep = "")) download.file("https://www.nrscotland.gov.uk/files/geography/output-area-2011-pwc.zip",destfile = paste(folderIn,"Output_Areas_2011_Scotland.zip",sep = "")) -unzip(paste(folderIn,"Output_Areas_2011_Scotland",sep = ""),exdir=folderIn) +unzip(paste(folderIn,"Output_Areas_2011_Scotland.zip",sep = ""),exdir=folderIn) OACoords_S <- read.dbf(paste(folderIn,"OutputArea2011_PWC.dbf",sep = "")) ukgrid = "+init=epsg:27700" From 527a3aeda0f8f562da4d00375f717a7bae9dd31b Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 21:15:32 +0100 Subject: [PATCH 29/46] Fix hardcoded path, use env variable for API key --- scripts/data_prep/raw_to_prepared.R | 2 +- scripts/data_prep/raw_to_prepared_Workplaces.R | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/data_prep/raw_to_prepared.R b/scripts/data_prep/raw_to_prepared.R index 921faf8..04c4b58 100644 --- a/scripts/data_prep/raw_to_prepared.R +++ b/scripts/data_prep/raw_to_prepared.R @@ -14,7 +14,7 @@ library(readxl) folderIn <- "Data/dl/" folderOut <- "Data/prepData/" -APIKey <- read_file("raw_to_prepared_nomisAPIKey.txt") +APIKey <- Sys.getenv("API_KEY") options(timeout=600) set.seed(12345) diff --git a/scripts/data_prep/raw_to_prepared_Workplaces.R b/scripts/data_prep/raw_to_prepared_Workplaces.R index 73cc233..9babfd7 100644 --- a/scripts/data_prep/raw_to_prepared_Workplaces.R +++ b/scripts/data_prep/raw_to_prepared_Workplaces.R @@ -10,7 +10,7 @@ library(stringr) folderIn <- "Data/dl/" folderOut <- "Data/prepData/" -APIKey <- read_file("raw_to_prepared_nomisAPIKey.txt") +APIKey <- Sys.getenv("API_KEY") set.seed(14101066) @@ -233,7 +233,7 @@ coords <- data.frame(LSOA11CD = shp$LSOA11CD, lng = shp$x, lat = shp$y) # Scotland download.file("https://maps.gov.scot/ATOM/shapefiles/SG_DataZoneCent_2011.zip",destfile = paste(folderIn,"SG_DataZoneCent_2011.zip",sep = "")) unzip(paste(folderIn,"SG_DataZoneCent_2011.zip",sep = ""),exdir=folderIn) -coords2 <- read.dbf("/Users/hsalat/SPC_Extension/Data/businessRegistry/SG_DataZone_Cent_2011.dbf") +coords2 <- read.dbf(paste(folderIn,"SG_DataZone_Cent_2011.dbf",sep = "")) ukgrid = "+init=epsg:27700" latlong = "+init=epsg:4326" coords3 <- cbind(Easting = as.numeric(as.character(coords2$Easting)), Northing = as.numeric(as.character(coords2$Northing))) From e147ada7e21be4f5505123931c7313a8f393ff49 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 18 Jul 2023 21:22:53 +0100 Subject: [PATCH 30/46] Remove function call before assignment --- scripts/data_prep/raw_to_prepared_Workplaces.R | 4 ---- 1 file changed, 4 deletions(-) diff --git a/scripts/data_prep/raw_to_prepared_Workplaces.R b/scripts/data_prep/raw_to_prepared_Workplaces.R index 9babfd7..67c12f3 100644 --- a/scripts/data_prep/raw_to_prepared_Workplaces.R +++ b/scripts/data_prep/raw_to_prepared_Workplaces.R @@ -115,11 +115,7 @@ datasetES <- "NM_172_1" print("Downloading and preparing LSOA data...") - -length(geogrLSOA) - # Download - if(!file.exists(paste(folderOut,"lsoaData.csv",sep = ""))){ geogrLSOA <- read.csv("raw_to_prepared_LSOA-DZ_list_for_nomis.txt") geogrLSOA <- geogrLSOA$LSOA11CD From 3bfe4a36542a3a3e152636e720f2c687bf47ef20 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 19 Jul 2023 21:16:40 +0100 Subject: [PATCH 31/46] Format required data as individual points --- scripts/data_prep/README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/data_prep/README.md b/scripts/data_prep/README.md index 4c26852..b4eeed2 100644 --- a/scripts/data_prep/README.md +++ b/scripts/data_prep/README.md @@ -19,7 +19,11 @@ The following steps assume the following have been installed: 3. Download manually safeguarded/geoportal data, place those inside the `Data/dl` directory. Required: 1. [LSOA centroids in csv format](https://geoportal.statistics.gov.uk/datasets/ons::lsoa-dec-2011-population-weighted-centroids-in-england-and-wales/explore) (adapt l. 219-220 of `raw_to_prepared_Workplaces.R` if necessary) 2. [OA centroids in csv format](https://geoportal.statistics.gov.uk/datasets/ons::output-areas-dec-2011-pwc/explore) (adapt section OA centroids inside `raw_to_prepared.R` if necessary) - 3. Health and time use data (download directly from [10.5255/UKDA-SN-8860-1](http://doi.org/10.5255/UKDA-SN-8860-1), [10.5255/UKDA-SN-8090-1](http://doi.org/10.5255/UKDA-SN-8090-1), [10.5255/UKDA-SN-8737-1](http://doi.org/10.5255/UKDA-SN-8737-1) and [10.5255/UKDA-SN-8128-1](http://doi.org/10.5255/UKDA-SN-8128-1)). + 3. Health and time use data, download directly from: + 1. [10.5255/UKDA-SN-8860-1](http://doi.org/10.5255/UKDA-SN-8860-1) + 2. [10.5255/UKDA-SN-8090-1](http://doi.org/10.5255/UKDA-SN-8090-1) + 3. [10.5255/UKDA-SN-8737-1](http://doi.org/10.5255/UKDA-SN-8737-1) + 4. [10.5255/UKDA-SN-8128-1](http://doi.org/10.5255/UKDA-SN-8128-1) 4. Run `raw_to_prepared.R`. Note that a file of over 1 GB will be downloaded. The maximum allowed time for an individual download is 10 minutes (600 seconds). Adjust options(timeout=600) l. 18 if this is insufficient. From 49030c50180d5c010c73cb5f0519014d44859948 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Wed, 19 Jul 2023 21:39:23 +0100 Subject: [PATCH 32/46] Fix version in link --- scripts/upload_data.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/upload_data.sh b/scripts/upload_data.sh index 0e28ca4..abcfa10 100755 --- a/scripts/upload_data.sh +++ b/scripts/upload_data.sh @@ -24,7 +24,7 @@ az storage blob upload-batch --account-name ramp0storage -d spc-output/$VERSION # Generate URLs for docs/outputs.qmd cd $VERSION for x in */*/*; do - echo "- [$x](https://ramp0storage.blob.core.windows.net/spc-output/v2/$x)" >> urls + echo "- [$x](https://ramp0storage.blob.core.windows.net/spc-output/$VERSION/$x)" >> urls done mv urls .. cd .. From 12b4ca255562d5b17f0ecd7651da08a72e22c754 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 20 Jul 2023 10:13:31 +0100 Subject: [PATCH 33/46] Update docs for v2.1 --- .gitignore | 1 + docs/data_sources.qmd | 4 +- docs/outputs.qmd | 11 + docs/performance.qmd | 690 ++++++++++++++++++++++++------------------ 4 files changed, 407 insertions(+), 299 deletions(-) diff --git a/.gitignore b/.gitignore index ca86ba4..812585a 100644 --- a/.gitignore +++ b/.gitignore @@ -8,3 +8,4 @@ __pycache__ node_modules web/dist web/*pb +/.luarc.json diff --git a/docs/data_sources.qmd b/docs/data_sources.qmd index cfb23be..9f2f5c7 100644 --- a/docs/data_sources.qmd +++ b/docs/data_sources.qmd @@ -31,9 +31,9 @@ For Wales: ITL321NM Files in this section are grouped by country (England, Wales and Scotland), then date (2012, 2020, 2022, 2032, 2039). The format of a path to an individual file is: ``` -https://ramp0storage.blob.core.windows.net/countydata-v2/[country]/[date]/pop_[area_name].csv.gz +https://ramp0storage.blob.core.windows.net/countydata-v2-1/[country]/[date]/pop_[area_name].csv.gz ``` -As of March 2023, England contains 5 series of 46 files (Dorset is missing), Wales 5 series of 12 files and Scotland is missing. +As of July 2023, England contains 5 series of 47 files, Wales 5 series of 12 files and Scotland 5 series of 13 files ### pop_.csv.gz {-} diff --git a/docs/outputs.qmd b/docs/outputs.qmd index 8cfdb42..e2cb95f 100644 --- a/docs/outputs.qmd +++ b/docs/outputs.qmd @@ -51,3 +51,14 @@ update. - adding time-use diaries - expanding to Wales - adding multiple years of output +- v2.1, released XX/07/2023, [schema](https://github.com/alan-turing-institute/uatk-spc/blob/f550a323afadd03bd3bfdd797b66ff2276a2a6d5/synthpop.proto) + - expanding to Scotland + - adding special areas: Birmingham, Liverpool, Manchester, Oxford, Oxford-Cambridge arc + - adding previously missing LADs to their counties: + - Greater London (E09000001) + - Cornwall (E06000053) + - Dorset (E06000058 & E06000059) + - Buckinghamshire (E06000060) + - Leicestershire (E07000135) + - Suffolk (E07000244 & E07000245) + - Somerset (E07000246) \ No newline at end of file diff --git a/docs/performance.qmd b/docs/performance.qmd index 308794a..e4feb32 100644 --- a/docs/performance.qmd +++ b/docs/performance.qmd @@ -5,302 +5,398 @@ toc: true The following tables summarizes the resources SPC needs to run in different areas. -|year| study_area |num_msoas|num_households|num_people|pb_file_size| runtime |commuting_runtime|memory_usage| -|----|------------------------------------|---------|--------------|----------|------------|----------|-----------------|------------| -|2012| England/bedfordshire | 74 | 245,166 | 647,272 | 256.83 MiB |10 seconds| 3 seconds | 849.02 MiB | -|2020| England/bedfordshire | 74 | 272,875 | 674,044 | 271.65 MiB | 9 seconds| 3 seconds | 922.88 MiB | -|2022| England/bedfordshire | 74 | 309,706 | 703,582 | 277.74 MiB | 9 seconds| 3 seconds | 929.80 MiB | -|2032| England/bedfordshire | 74 | 309,706 | 703,582 | 277.74 MiB | 9 seconds| 3 seconds | 929.80 MiB | -|2039| England/bedfordshire | 74 | 329,061 | 715,797 | 278.39 MiB |11 seconds| 3 seconds | 927.77 MiB | -|2012| England/berkshire | 107 | 342,167 | 890,543 | 356.04 MiB |14 seconds| 7 seconds | 1.06 GiB | -|2020| England/berkshire | 107 | 365,905 | 918,258 | 373.35 MiB |14 seconds| 7 seconds | 1.10 GiB | -|2022| England/berkshire | 107 | 394,446 | 941,655 | 368.37 MiB |14 seconds| 7 seconds | 1.08 GiB | -|2032| England/berkshire | 107 | 394,446 | 941,655 | 368.37 MiB |14 seconds| 7 seconds | 1.08 GiB | -|2039| England/berkshire | 107 | 408,604 | 949,986 | 367.21 MiB |14 seconds| 7 seconds | 1.08 GiB | -|2012| England/bristol | 55 | 182,299 | 448,233 | 173.74 MiB | 6 seconds| 2 seconds | 527.23 MiB | -|2020| England/bristol | 55 | 196,940 | 470,039 | 183.99 MiB | 6 seconds| 2 seconds | 547.49 MiB | -|2022| England/bristol | 55 | 216,197 | 503,014 | 192.51 MiB | 7 seconds| 2 seconds | 559.78 MiB | -|2032| England/bristol | 55 | 216,197 | 503,014 | 192.51 MiB | 7 seconds| 2 seconds | 559.78 MiB | -|2039| England/bristol | 55 | 227,770 | 521,371 | 199.72 MiB | 7 seconds| 2 seconds | 573.40 MiB | -|2012| England/buckinghamshire | 99 | 99,235 | 261,340 | 108.30 MiB | 5 seconds| 1 second | 310.38 MiB | -|2020| England/buckinghamshire | 99 | 108,999 | 271,050 | 114.31 MiB | 5 seconds| 1 second | 400.87 MiB | -|2022| England/buckinghamshire | 99 | 123,578 | 278,548 | 112.39 MiB | 5 seconds| 1 second | 393.64 MiB | -|2032| England/buckinghamshire | 99 | 123,578 | 278,548 | 112.39 MiB | 5 seconds| 1 second | 393.64 MiB | -|2039| England/buckinghamshire | 99 | 130,393 | 281,773 | 112.14 MiB | 5 seconds| 1 second | 391.52 MiB | -|2012| England/cambridgeshire | 98 | 327,257 | 832,980 | 323.35 MiB |11 seconds| 5 seconds | 1013.16 MiB| -|2020| England/cambridgeshire | 98 | 348,522 | 863,250 | 341.16 MiB |12 seconds| 5 seconds | 1.03 GiB | -|2022| England/cambridgeshire | 98 | 377,634 | 907,166 | 348.75 MiB |12 seconds| 5 seconds | 1.03 GiB | -|2032| England/cambridgeshire | 98 | 377,634 | 907,166 | 348.75 MiB |12 seconds| 5 seconds | 1.03 GiB | -|2039| England/cambridgeshire | 98 | 392,478 | 924,170 | 351.39 MiB |12 seconds| 5 seconds | 1.04 GiB | -|2012| England/cheshire | 139 | 441,084 | 1,042,065| 402.14 MiB |16 seconds| 7 seconds | 1.13 GiB | -|2020| England/cheshire | 139 | 464,134 | 1,070,597| 416.35 MiB |16 seconds| 7 seconds | 1.46 GiB | -|2022| England/cheshire | 139 | 489,476 | 1,125,198| 425.27 MiB |16 seconds| 7 seconds | 1.47 GiB | -|2032| England/cheshire | 139 | 489,476 | 1,125,198| 425.27 MiB |16 seconds| 7 seconds | 1.47 GiB | -|2039| England/cheshire | 139 | 501,501 | 1,149,515| 431.10 MiB |16 seconds| 7 seconds | 1.48 GiB | -|2012| England/cornwall | 74 | 232,659 | 549,616 | 208.07 MiB | 8 seconds| 2 seconds | 742.92 MiB | -|2020| England/cornwall | 74 | 247,105 | 577,414 | 219.74 MiB | 8 seconds| 3 seconds | 764.95 MiB | -|2022| England/cornwall | 74 | 270,134 | 634,940 | 233.36 MiB | 8 seconds| 3 seconds | 828.45 MiB | -|2032| England/cornwall | 74 | 270,134 | 634,940 | 233.36 MiB | 8 seconds| 3 seconds | 828.45 MiB | -|2039| England/cornwall | 74 | 280,546 | 658,610 | 239.72 MiB | 8 seconds| 3 seconds | 838.14 MiB | -|2012| England/cumbria | 64 | 222,586 | 498,624 | 188.03 MiB | 7 seconds| 2 seconds | 547.33 MiB | -|2020| England/cumbria | 64 | 226,893 | 499,873 | 188.73 MiB | 7 seconds| 2 seconds | 548.52 MiB | -|2022| England/cumbria | 64 | 230,206 | 499,840 | 183.18 MiB | 7 seconds| 2 seconds | 533.99 MiB | -|2032| England/cumbria | 64 | 230,206 | 499,840 | 183.18 MiB | 7 seconds| 2 seconds | 533.99 MiB | -|2039| England/cumbria | 64 | 231,202 | 498,475 | 181.58 MiB | 7 seconds| 2 seconds | 530.96 MiB | -|2012| England/derbyshire | 131 | 436,276 | 1,035,356| 397.75 MiB |15 seconds| 7 seconds | 1.12 GiB | -|2020| England/derbyshire | 131 | 459,743 | 1,064,406| 409.76 MiB |16 seconds| 8 seconds | 1.44 GiB | -|2022| England/derbyshire | 131 | 489,764 | 1,122,078| 419.52 MiB |16 seconds| 7 seconds | 1.45 GiB | -|2032| England/derbyshire | 131 | 489,764 | 1,122,078| 419.52 MiB |16 seconds| 7 seconds | 1.45 GiB | -|2039| England/derbyshire | 131 | 505,314 | 1,152,518| 429.01 MiB |16 seconds| 8 seconds | 1.47 GiB | -|2012| England/devon | 156 | 494,106 | 1,165,952| 438.60 MiB |18 seconds| 8 seconds | 1.49 GiB | -|2020| England/devon | 156 | 523,033 | 1,212,387| 459.44 MiB |18 seconds| 8 seconds | 1.53 GiB | -|2022| England/devon | 156 | 567,011 | 1,304,874| 478.71 MiB |19 seconds| 9 seconds | 1.64 GiB | -|2032| England/devon | 156 | 567,011 | 1,304,874| 478.71 MiB |19 seconds| 9 seconds | 1.64 GiB | -|2039| England/devon | 156 | 589,178 | 1,342,775| 488.23 MiB |19 seconds| 9 seconds | 1.66 GiB | -|2012| England/durham | 117 | 390,472 | 911,601 | 349.78 MiB |12 seconds| 5 seconds | 1.03 GiB | -|2020| England/durham | 117 | 407,828 | 930,184 | 359.59 MiB |12 seconds| 5 seconds | 1.05 GiB | -|2022| England/durham | 117 | 425,611 | 952,801 | 356.63 MiB |12 seconds| 5 seconds | 1.04 GiB | -|2032| England/durham | 117 | 425,611 | 952,801 | 356.63 MiB |12 seconds| 5 seconds | 1.04 GiB | -|2039| England/durham | 117 | 434,593 | 959,555 | 357.66 MiB |12 seconds| 5 seconds | 1.04 GiB | -|2012| England/east-sussex | 102 | 355,257 | 827,703 | 313.71 MiB |12 seconds| 5 seconds | 987.31 MiB | -|2020| England/east-sussex | 102 | 380,894 | 853,970 | 324.02 MiB |12 seconds| 6 seconds | 1006.13 MiB| -|2022| England/east-sussex | 102 | 423,181 | 895,907 | 329.56 MiB |12 seconds| 5 seconds | 1008.58 MiB| -|2032| England/east-sussex | 102 | 423,181 | 895,907 | 329.56 MiB |12 seconds| 5 seconds | 1008.58 MiB| -|2039| England/east-sussex | 102 | 446,000 | 915,014 | 335.45 MiB |12 seconds| 5 seconds | 1020.75 MiB| -|2012| England/east-yorkshire-with-hull | 75 | 255,848 | 593,271 | 227.49 MiB | 8 seconds| 3 seconds | 778.75 MiB | -|2020| England/east-yorkshire-with-hull | 75 | 262,609 | 602,286 | 233.14 MiB | 8 seconds| 3 seconds | 835.04 MiB | -|2022| England/east-yorkshire-with-hull | 75 | 272,805 | 613,721 | 230.34 MiB | 8 seconds| 3 seconds | 824.50 MiB | -|2032| England/east-yorkshire-with-hull | 75 | 272,805 | 613,721 | 230.34 MiB | 8 seconds| 3 seconds | 824.50 MiB | -|2039| England/east-yorkshire-with-hull | 75 | 277,770 | 617,357 | 230.45 MiB | 8 seconds| 3 seconds | 825.00 MiB | -|2012| England/essex | 211 | 722,974 | 1,786,310| 690.77 MiB |30 seconds| 19 seconds | 2.06 GiB | -|2020| England/essex | 211 | 773,454 | 1,857,205| 726.02 MiB |32 seconds| 20 seconds | 2.13 GiB | -|2022| England/essex | 211 | 858,552 | 1,981,994| 761.40 MiB |33 seconds| 20 seconds | 2.19 GiB | -|2032| England/essex | 211 | 858,552 | 1,981,994| 761.40 MiB |33 seconds| 20 seconds | 2.19 GiB | -|2039| England/essex | 211 | 906,640 | 2,042,404| 777.71 MiB |33 seconds| 21 seconds | 2.21 GiB | -|2012| England/gloucestershire | 107 | 365,240 | 889,836 | 344.16 MiB |13 seconds| 5 seconds | 1.02 GiB | -|2020| England/gloucestershire | 107 | 392,643 | 933,909 | 362.90 MiB |13 seconds| 6 seconds | 1.06 GiB | -|2022| England/gloucestershire | 107 | 432,216 | 1,025,077| 389.56 MiB |14 seconds| 6 seconds | 1.10 GiB | -|2032| England/gloucestershire | 107 | 432,216 | 1,025,077| 389.56 MiB |14 seconds| 6 seconds | 1.10 GiB | -|2039| England/gloucestershire | 107 | 453,383 | 1,068,484| 403.87 MiB |14 seconds| 6 seconds | 1.43 GiB | -|2012| England/greater-london | 983 | 3,283,305 | 8,581,245| 3.27 GiB |12 minutes| 11 minutes | 11.80 GiB | -|2020| England/greater-london | 983 | 3,574,266 | 8,983,777| 3.48 GiB |12 minutes| 11 minutes | 12.22 GiB | -|2022| England/greater-london | 983 | 3,997,548 | 9,452,049| 3.55 GiB |12 minutes| 11 minutes | 12.25 GiB | -|2032| England/greater-london | 983 | 3,997,548 | 9,452,049| 3.55 GiB |12 minutes| 11 minutes | 12.25 GiB | -|2039| England/greater-london | 983 | 4,229,017 | 9,688,506| 3.58 GiB |12 minutes| 11 minutes | 12.95 GiB | -|2012| England/greater-manchester | 346 | 1,128,371 | 2,745,455| 1.05 GiB |70 seconds| 53 seconds | 3.56 GiB | -|2020| England/greater-manchester | 346 | 1,192,547 | 2,840,431| 1.10 GiB |71 seconds| 54 seconds | 3.66 GiB | -|2022| England/greater-manchester | 346 | 1,272,689 | 2,974,954| 1.13 GiB |73 seconds| 55 seconds | 3.69 GiB | -|2032| England/greater-manchester | 346 | 1,272,689 | 2,974,954| 1.13 GiB |74 seconds| 56 seconds | 3.69 GiB | -|2039| England/greater-manchester | 346 | 1,319,090 | 3,049,727| 1.15 GiB |76 seconds| 58 seconds | 3.73 GiB | -|2012| England/hampshire | 225 | 733,611 | 1,810,518| 698.03 MiB |32 seconds| 20 seconds | 2.07 GiB | -|2020| England/hampshire | 225 | 777,116 | 1,861,250| 721.62 MiB |32 seconds| 20 seconds | 2.12 GiB | -|2022| England/hampshire | 225 | 836,451 | 1,931,669| 728.97 MiB |32 seconds| 20 seconds | 2.12 GiB | -|2032| England/hampshire | 225 | 836,451 | 1,931,669| 728.97 MiB |33 seconds| 20 seconds | 2.12 GiB | -|2039| England/hampshire | 225 | 867,417 | 1,960,190| 735.50 MiB |33 seconds| 20 seconds | 2.13 GiB | -|2012| England/herefordshire | 23 | 79,083 | 188,362 | 72.21 MiB | 4 seconds| 1 second | 234.89 MiB | -|2020| England/herefordshire | 23 | 83,238 | 195,194 | 74.71 MiB | 4 seconds| 1 second | 239.36 MiB | -|2022| England/herefordshire | 23 | 89,574 | 209,784 | 77.63 MiB | 4 seconds| 1 second | 242.83 MiB | -|2032| England/herefordshire | 23 | 89,574 | 209,784 | 77.63 MiB | 4 seconds| 1 second | 242.83 MiB | -|2039| England/herefordshire | 23 | 92,605 | 216,508 | 79.43 MiB | 4 seconds| 1 second | 245.69 MiB | -|2012| England/hertfordshire | 153 | 457,276 | 1,160,155| 458.65 MiB |19 seconds| 11 seconds | 1.56 GiB | -|2020| England/hertfordshire | 153 | 494,661 | 1,190,043| 477.18 MiB |19 seconds| 11 seconds | 1.59 GiB | -|2022| England/hertfordshire | 153 | 546,573 | 1,219,124| 476.55 MiB |19 seconds| 11 seconds | 1.67 GiB | -|2032| England/hertfordshire | 153 | 546,573 | 1,219,124| 476.55 MiB |19 seconds| 11 seconds | 1.67 GiB | -|2039| England/hertfordshire | 153 | 575,179 | 1,233,573| 476.97 MiB |19 seconds| 11 seconds | 1.67 GiB | -|2012| England/isle-of-wight | 18 | 61,636 | 139,732 | 53.88 MiB | 3 seconds| 1 second | 188.79 MiB | -|2020| England/isle-of-wight | 18 | 65,140 | 143,268 | 54.99 MiB | 3 seconds| 1 second | 190.45 MiB | -|2022| England/isle-of-wight | 18 | 70,496 | 151,582 | 55.55 MiB | 3 seconds| 1 second | 200.99 MiB | -|2032| England/isle-of-wight | 18 | 70,496 | 151,582 | 55.55 MiB | 3 seconds| 1 second | 200.99 MiB | -|2039| England/isle-of-wight | 18 | 72,968 | 154,841 | 56.14 MiB | 3 seconds| 1 second | 202.13 MiB | -|2012| England/kent | 220 | 718,544 | 1,793,702| 700.10 MiB |29 seconds| 17 seconds | 2.08 GiB | -|2020| England/kent | 220 | 781,933 | 1,873,451| 737.20 MiB |30 seconds| 18 seconds | 2.15 GiB | -|2022| England/kent | 220 | 875,515 | 2,008,857| 773.24 MiB |31 seconds| 19 seconds | 2.21 GiB | -|2032| England/kent | 220 | 875,515 | 2,008,857| 773.24 MiB |32 seconds| 19 seconds | 2.21 GiB | -|2039| England/kent | 220 | 926,571 | 2,069,087| 788.47 MiB |35 seconds| 19 seconds | 2.23 GiB | -|2012| England/lancashire | 191 | 619,861 | 1,476,469| 571.94 MiB |24 seconds| 14 seconds | 1.83 GiB | -|2020| England/lancashire | 191 | 640,196 | 1,511,896| 589.78 MiB |24 seconds| 14 seconds | 1.87 GiB | -|2022| England/lancashire | 191 | 663,637 | 1,567,390| 594.49 MiB |24 seconds| 14 seconds | 1.87 GiB | -|2032| England/lancashire | 191 | 663,637 | 1,567,390| 594.49 MiB |24 seconds| 14 seconds | 1.87 GiB | -|2039| England/lancashire | 191 | 674,387 | 1,591,908| 600.02 MiB |25 seconds| 14 seconds | 1.88 GiB | -|2012| England/leicestershire | 120 | 370,305 | 958,470 | 373.02 MiB |14 seconds| 7 seconds | 1.08 GiB | -|2020| England/leicestershire | 120 | 397,467 | 1,016,632| 397.28 MiB |14 seconds| 7 seconds | 1.13 GiB | -|2022| England/leicestershire | 120 | 438,413 | 1,118,737| 426.12 MiB |15 seconds| 8 seconds | 1.48 GiB | -|2032| England/leicestershire | 120 | 438,413 | 1,118,737| 426.12 MiB |15 seconds| 8 seconds | 1.48 GiB | -|2039| England/leicestershire | 120 | 459,655 | 1,164,678| 440.87 MiB |16 seconds| 8 seconds | 1.50 GiB | -|2012| England/lincolnshire | 134 | 449,394 | 1,064,403| 403.05 MiB |15 seconds| 7 seconds | 1.43 GiB | -|2020| England/lincolnshire | 134 | 475,646 | 1,098,403| 419.31 MiB |15 seconds| 7 seconds | 1.46 GiB | -|2022| England/lincolnshire | 134 | 507,295 | 1,152,299| 427.55 MiB |15 seconds| 7 seconds | 1.47 GiB | -|2032| England/lincolnshire | 134 | 507,295 | 1,152,299| 427.55 MiB |16 seconds| 7 seconds | 1.47 GiB | -|2039| England/lincolnshire | 134 | 523,548 | 1,172,923| 430.83 MiB |16 seconds| 7 seconds | 1.47 GiB | -|2012| England/merseyside | 184 | 603,483 | 1,399,209| 533.96 MiB |20 seconds| 11 seconds | 1.75 GiB | -|2020| England/merseyside | 184 | 632,617 | 1,435,755| 553.33 MiB |20 seconds| 11 seconds | 1.79 GiB | -|2022| England/merseyside | 184 | 665,766 | 1,498,518| 570.21 MiB |20 seconds| 10 seconds | 1.82 GiB | -|2032| England/merseyside | 184 | 665,766 | 1,498,518| 570.21 MiB |21 seconds| 11 seconds | 1.82 GiB | -|2039| England/merseyside | 184 | 685,165 | 1,528,037| 577.48 MiB |21 seconds| 11 seconds | 1.83 GiB | -|2012| England/norfolk | 110 | 374,491 | 882,793 | 333.07 MiB |12 seconds| 5 seconds | 1017.16 MiB| -|2020| England/norfolk | 110 | 397,770 | 916,799 | 348.41 MiB |12 seconds| 5 seconds | 1.02 GiB | -|2022| England/norfolk | 110 | 432,187 | 982,755 | 362.27 MiB |13 seconds| 5 seconds | 1.04 GiB | -|2032| England/norfolk | 110 | 432,187 | 982,755 | 362.27 MiB |13 seconds| 5 seconds | 1.04 GiB | -|2039| England/norfolk | 110 | 450,068 | 1,013,214| 371.39 MiB |13 seconds| 5 seconds | 1.06 GiB | -|2012| England/northamptonshire | 91 | 289,575 | 720,263 | 284.39 MiB |10 seconds| 4 seconds | 941.33 MiB | -|2020| England/northamptonshire | 91 | 316,553 | 762,382 | 304.36 MiB |10 seconds| 4 seconds | 981.14 MiB | -|2022| England/northamptonshire | 91 | 352,529 | 828,003 | 320.81 MiB |11 seconds| 5 seconds | 1005.64 MiB| -|2032| England/northamptonshire | 91 | 352,529 | 828,003 | 320.81 MiB |11 seconds| 5 seconds | 1005.64 MiB| -|2039| England/northamptonshire | 91 | 370,555 | 855,812 | 328.03 MiB |11 seconds| 5 seconds | 1016.86 MiB| -|2012| England/northumberland | 40 | 138,928 | 315,894 | 120.66 MiB | 5 seconds| 1 second | 423.11 MiB | -|2020| England/northumberland | 40 | 143,516 | 322,616 | 121.94 MiB | 5 seconds| 1 second | 423.87 MiB | -|2022| England/northumberland | 40 | 148,792 | 333,456 | 122.06 MiB | 5 seconds| 1 second | 421.48 MiB | -|2032| England/northumberland | 40 | 148,792 | 333,456 | 122.06 MiB | 5 seconds| 1 second | 421.48 MiB | -|2039| England/northumberland | 40 | 150,259 | 337,186 | 122.24 MiB | 5 seconds| 1 second | 421.48 MiB | -|2012| England/north-yorkshire | 138 | 460,050 | 1,085,067| 413.05 MiB |16 seconds| 7 seconds | 1.45 GiB | -|2020| England/north-yorkshire | 138 | 478,639 | 1,107,928| 423.18 MiB |16 seconds| 7 seconds | 1.47 GiB | -|2022| England/north-yorkshire | 138 | 499,392 | 1,134,723| 420.60 MiB |16 seconds| 7 seconds | 1.45 GiB | -|2032| England/north-yorkshire | 138 | 499,392 | 1,134,723| 420.60 MiB |16 seconds| 7 seconds | 1.45 GiB | -|2039| England/north-yorkshire | 138 | 509,099 | 1,143,895| 421.52 MiB |16 seconds| 7 seconds | 1.46 GiB | -|2012| England/nottinghamshire | 138 | 460,022 | 1,123,005| 432.35 MiB |16 seconds| 8 seconds | 1.49 GiB | -|2020| England/nottinghamshire | 138 | 486,163 | 1,169,489| 453.68 MiB |16 seconds| 8 seconds | 1.53 GiB | -|2022| England/nottinghamshire | 138 | 522,944 | 1,248,804| 473.35 MiB |17 seconds| 8 seconds | 1.56 GiB | -|2032| England/nottinghamshire | 138 | 522,944 | 1,248,804| 473.35 MiB |17 seconds| 8 seconds | 1.56 GiB | -|2039| England/nottinghamshire | 138 | 543,291 | 1,281,812| 482.21 MiB |18 seconds| 9 seconds | 1.66 GiB | -|2012| England/oxfordshire | 86 | 261,235 | 671,997 | 260.43 MiB | 9 seconds| 3 seconds | 852.84 MiB | -|2020| England/oxfordshire | 86 | 274,908 | 695,490 | 271.62 MiB |10 seconds| 4 seconds | 918.90 MiB | -|2022| England/oxfordshire | 86 | 293,368 | 729,866 | 275.40 MiB |10 seconds| 4 seconds | 919.34 MiB | -|2032| England/oxfordshire | 86 | 293,368 | 729,866 | 275.40 MiB |10 seconds| 4 seconds | 919.34 MiB | -|2039| England/oxfordshire | 86 | 303,035 | 743,227 | 277.51 MiB |10 seconds| 4 seconds | 922.19 MiB | -|2012| England/rutland | 5 | 14,912 | 38,314 | 16.37 MiB | 3 seconds| 1 second | 54.07 MiB | -|2020| England/rutland | 5 | 16,698 | 40,381 | 17.09 MiB | 3 seconds| 1 second | 57.95 MiB | -|2022| England/rutland | 5 | 18,198 | 44,193 | 18.26 MiB | 3 seconds| 1 second | 60.08 MiB | -|2032| England/rutland | 5 | 18,198 | 44,193 | 18.26 MiB | 3 seconds| 1 second | 60.08 MiB | -|2039| England/rutland | 5 | 18,914 | 45,659 | 18.71 MiB | 3 seconds| 1 second | 61.20 MiB | -|2012| England/shropshire | 62 | 197,768 | 483,414 | 186.29 MiB | 7 seconds| 2 seconds | 550.97 MiB | -|2020| England/shropshire | 62 | 211,035 | 508,233 | 195.76 MiB | 7 seconds| 2 seconds | 568.62 MiB | -|2022| England/shropshire | 62 | 228,285 | 558,755 | 207.29 MiB | 7 seconds| 2 seconds | 740.58 MiB | -|2032| England/shropshire | 62 | 228,285 | 558,755 | 207.29 MiB | 7 seconds| 2 seconds | 740.58 MiB | -|2039| England/shropshire | 62 | 236,015 | 581,476 | 213.23 MiB | 7 seconds| 2 seconds | 749.82 MiB | -|2012| England/somerset | 124 | 329,040 | 790,346 | 303.62 MiB |11 seconds| 4 seconds | 970.03 MiB | -|2020| England/somerset | 124 | 353,976 | 822,271 | 317.43 MiB |11 seconds| 4 seconds | 996.71 MiB | -|2022| England/somerset | 124 | 388,675 | 880,441 | 331.61 MiB |12 seconds| 4 seconds | 1018.53 MiB| -|2032| England/somerset | 124 | 388,675 | 880,441 | 331.61 MiB |12 seconds| 4 seconds | 1018.53 MiB| -|2039| England/somerset | 124 | 406,157 | 906,545 | 339.87 MiB |12 seconds| 4 seconds | 1.01 GiB | -|2012| England/south-yorkshire | 172 | 566,664 | 1,372,435| 528.11 MiB |20 seconds| 11 seconds | 1.75 GiB | -|2020| England/south-yorkshire | 172 | 597,694 | 1,418,840| 548.59 MiB |21 seconds| 11 seconds | 1.79 GiB | -|2032| England/south-yorkshire | 172 | 637,411 | 1,493,544| 563.91 MiB |21 seconds| 11 seconds | 1.81 GiB | -|2039| England/south-yorkshire | 172 | 659,843 | 1,531,313| 575.31 MiB |22 seconds| 12 seconds | 1.83 GiB | -|2012| England/staffordshire | 143 | 464,441 | 1,111,144| 425.27 MiB |16 seconds| 8 seconds | 1.47 GiB | -|2020| England/staffordshire | 143 | 486,645 | 1,139,752| 437.51 MiB |16 seconds| 8 seconds | 1.49 GiB | -|2022| England/staffordshire | 143 | 510,634 | 1,188,857| 444.87 MiB |17 seconds| 8 seconds | 1.50 GiB | -|2032| England/staffordshire | 143 | 510,634 | 1,188,857| 444.87 MiB |17 seconds| 8 seconds | 1.50 GiB | -|2039| England/staffordshire | 143 | 522,882 | 1,215,006| 452.94 MiB |17 seconds| 8 seconds | 1.52 GiB | -|2012| England/suffolk | 90 | 136,142 | 327,349 | 128.13 MiB | 5 seconds| 1 second | 440.37 MiB | -|2020| England/suffolk | 90 | 146,277 | 333,781 | 130.90 MiB | 5 seconds| 1 second | 445.14 MiB | -|2022| England/suffolk | 90 | 159,882 | 344,534 | 130.76 MiB | 5 seconds| 1 second | 442.14 MiB | -|2032| England/suffolk | 90 | 159,882 | 344,534 | 130.76 MiB | 5 seconds| 1 second | 442.14 MiB | -|2039| England/suffolk | 90 | 166,718 | 350,358 | 132.54 MiB | 5 seconds| 1 second | 446.24 MiB | -|2012| England/surrey | 151 | 458,108 | 1,168,112| 456.50 MiB |21 seconds| 13 seconds | 1.55 GiB | -|2020| England/surrey | 151 | 480,930 | 1,195,509| 472.89 MiB |21 seconds| 13 seconds | 1.58 GiB | -|2022| England/surrey | 151 | 518,720 | 1,214,557| 467.03 MiB |21 seconds| 13 seconds | 1.56 GiB | -|2032| England/surrey | 151 | 518,720 | 1,214,557| 467.03 MiB |21 seconds| 13 seconds | 1.56 GiB | -|2039| England/surrey | 151 | 538,941 | 1,221,227| 464.71 MiB |21 seconds| 13 seconds | 1.64 GiB | -|2012| England/tyne-and-wear | 145 | 483,909 | 1,119,030| 427.35 MiB |15 seconds| 7 seconds | 1.47 GiB | -|2020| England/tyne-and-wear | 145 | 501,383 | 1,143,194| 439.09 MiB |15 seconds| 7 seconds | 1.50 GiB | -|2022| England/tyne-and-wear | 145 | 521,777 | 1,168,078| 440.03 MiB |15 seconds| 7 seconds | 1.49 GiB | -|2032| England/tyne-and-wear | 145 | 521,777 | 1,168,078| 440.03 MiB |14 seconds| 6 seconds | 1.49 GiB | -|2039| England/tyne-and-wear | 145 | 532,652 | 1,177,340| 441.36 MiB |15 seconds| 7 seconds | 1.58 GiB | -|2012| England/warwickshire | 108 | 361,467 | 896,673 | 347.44 MiB |13 seconds| 6 seconds | 1.03 GiB | -|2020| England/warwickshire | 108 | 392,639 | 958,833 | 373.63 MiB |14 seconds| 6 seconds | 1.08 GiB | -|2022| England/warwickshire | 108 | 432,682 | 1,061,955| 405.95 MiB |15 seconds| 7 seconds | 1.44 GiB | -|2032| England/warwickshire | 108 | 432,682 | 1,061,955| 405.95 MiB |14 seconds| 7 seconds | 1.44 GiB | -|2039| England/warwickshire | 108 | 454,732 | 1,112,230| 424.10 MiB |15 seconds| 7 seconds | 1.47 GiB | -|2012| England/west-midlands | 314 | 958,034 | 2,477,391| 990.27 MiB |56 seconds| 38 seconds | 3.24 GiB | -|2020| England/west-midlands | 314 | 1,002,273 | 2,572,395| 1.01 GiB |58 seconds| 40 seconds | 3.33 GiB | -|2022| England/west-midlands | 314 | 1,046,146 | 2,664,228| 1.04 GiB |60 seconds| 41 seconds | 3.37 GiB | -|2032| England/west-midlands | 314 | 1,079,612 | 2,706,242| 1.04 GiB |61 seconds| 41 seconds | 3.55 GiB | -|2039| England/west-midlands | 314 | 1,128,890 | 2,787,990| 1.07 GiB |62 seconds| 42 seconds | 3.59 GiB | -|2012| England/west-sussex | 100 | 348,766 | 836,646 | 321.17 MiB |11 seconds| 5 seconds | 1004.45 MiB| -|2020| England/west-sussex | 100 | 375,837 | 871,029 | 337.76 MiB |12 seconds| 5 seconds | 1.01 GiB | -|2022| England/west-sussex | 100 | 419,347 | 931,573 | 350.11 MiB |12 seconds| 5 seconds | 1.03 GiB | -|2032| England/west-sussex | 100 | 419,347 | 931,573 | 350.11 MiB |12 seconds| 5 seconds | 1.03 GiB | -|2039| England/west-sussex | 100 | 442,292 | 958,567 | 356.77 MiB |12 seconds| 5 seconds | 1.04 GiB | -|2012| England/west-yorkshire | 299 | 921,242 | 2,271,833| 893.87 MiB |46 seconds| 31 seconds | 3.05 GiB | -|2020| England/west-yorkshire | 299 | 963,460 | 2,339,931| 930.47 MiB |48 seconds| 33 seconds | 3.12 GiB | -|2022| England/west-yorkshire | 299 | 1,021,830 | 2,434,902| 945.77 MiB |48 seconds| 33 seconds | 3.13 GiB | -|2032| England/west-yorkshire | 299 | 1,021,830 | 2,434,902| 945.77 MiB |49 seconds| 33 seconds | 3.13 GiB | -|2039| England/west-yorkshire | 299 | 1,053,859 | 2,481,358| 957.40 MiB |49 seconds| 33 seconds | 3.32 GiB | -|2012| England/wiltshire | 89 | 285,600 | 704,491 | 274.58 MiB | 9 seconds| 3 seconds | 921.08 MiB | -|2020| England/wiltshire | 89 | 309,159 | 735,088 | 288.20 MiB | 9 seconds| 3 seconds | 947.43 MiB | -|2022| England/wiltshire | 89 | 335,400 | 774,105 | 292.69 MiB |10 seconds| 3 seconds | 949.16 MiB | -|2032| England/wiltshire | 89 | 335,400 | 774,105 | 292.69 MiB |10 seconds| 3 seconds | 949.16 MiB | -|2039| England/wiltshire | 89 | 348,866 | 792,075 | 296.40 MiB |10 seconds| 3 seconds | 955.08 MiB | -|2012| England/worcestershire | 85 | 240,958 | 578,628 | 221.47 MiB | 8 seconds| 3 seconds | 770.62 MiB | -|2020| England/worcestershire | 85 | 255,594 | 601,116 | 231.59 MiB | 8 seconds| 3 seconds | 790.42 MiB | -|2022| England/worcestershire | 85 | 274,309 | 644,922 | 241.99 MiB | 8 seconds| 3 seconds | 849.84 MiB | -|2032| England/worcestershire | 85 | 274,309 | 644,922 | 241.99 MiB | 8 seconds| 3 seconds | 849.84 MiB | -|2039| England/worcestershire | 85 | 283,275 | 666,303 | 248.38 MiB | 8 seconds| 3 seconds | 861.38 MiB | -|2012| special/northwest_transpennine | 829 | 2,653,096 | 6,416,497| 2.45 GiB | 5 minutes| 4 minutes | 7.74 GiB | -|2020| special/northwest_transpennine | 829 | 2,788,624 | 6,616,117| 2.56 GiB | 5 minutes| 4 minutes | 7.95 GiB | -|2022| special/northwest_transpennine | 829 | 2,960,285 | 6,908,374| 2.62 GiB | 5 minutes| 4 minutes | 8.02 GiB | -|2032| special/northwest_transpennine | 829 | 2,960,285 | 6,908,374| 2.62 GiB | 5 minutes| 5 minutes | 8.02 GiB | -|2039| special/northwest_transpennine | 829 | 3,058,114 | 7,059,122| 2.66 GiB | 5 minutes| 5 minutes | 8.08 GiB | -|2012|Wales/bridgend-and-neath-port-talbot| 38 | 119,725 | 283,159 | 108.21 MiB | 5 seconds| 1 second | 382.24 MiB | -|2020|Wales/bridgend-and-neath-port-talbot| 38 | 123,909 | 289,896 | 111.10 MiB | 5 seconds| 1 second | 387.45 MiB | -|2022|Wales/bridgend-and-neath-port-talbot| 38 | 124,921 | 292,227 | 111.51 MiB | 4 seconds| 1 second | 387.72 MiB | -|2032|Wales/bridgend-and-neath-port-talbot| 38 | 128,601 | 301,529 | 113.58 MiB | 5 seconds| 1 second | 390.82 MiB | -|2039|Wales/bridgend-and-neath-port-talbot| 38 | 129,740 | 307,260 | 114.33 MiB | 5 seconds| 1 second | 391.29 MiB | -|2012| Wales/cardiff-and-vale-of-glamorgan| 63 | 199,208 | 484,182 | 187.17 MiB | 6 seconds| 2 seconds | 558.19 MiB | -|2020| Wales/cardiff-and-vale-of-glamorgan| 63 | 214,676 | 499,272 | 194.70 MiB | 7 seconds| 2 seconds | 572.89 MiB | -|2022| Wales/cardiff-and-vale-of-glamorgan| 63 | 218,981 | 502,763 | 196.11 MiB | 6 seconds| 2 seconds | 576.04 MiB | -|2032| Wales/cardiff-and-vale-of-glamorgan| 63 | 240,112 | 522,526 | 199.42 MiB | 7 seconds| 2 seconds | 577.84 MiB | -|2039| Wales/cardiff-and-vale-of-glamorgan| 63 | 254,162 | 531,549 | 201.82 MiB | 7 seconds| 2 seconds | 737.29 MiB | -|2012| Wales/central-valleys | 38 | 124,691 | 296,581 | 115.15 MiB | 5 seconds| 1 second | 396.20 MiB | -|2020| Wales/central-valleys | 38 | 130,072 | 301,907 | 117.77 MiB |18 seconds| 1 second | 400.97 MiB | -|2022| Wales/central-valleys | 38 | 131,383 | 303,557 | 118.40 MiB | 8 seconds| 1 second | 424.47 MiB | -|2032| Wales/central-valleys | 38 | 136,404 | 310,032 | 118.04 MiB | 5 seconds| 1 second | 421.13 MiB | -|2039| Wales/central-valleys | 38 | 138,735 | 314,703 | 119.17 MiB | 5 seconds| 1 second | 423.02 MiB | -|2012| Wales/conwy-and-denbighshire | 30 | 92,732 | 211,205 | 80.50 MiB | 4 seconds| 1 second | 251.47 MiB | -|2020| Wales/conwy-and-denbighshire | 30 | 95,314 | 213,302 | 81.56 MiB | 4 seconds| 1 second | 253.63 MiB | -|2022| Wales/conwy-and-denbighshire | 30 | 95,881 | 214,182 | 81.85 MiB | 4 seconds| 1 second | 254.21 MiB | -|2032| Wales/conwy-and-denbighshire | 30 | 97,683 | 218,122 | 81.11 MiB | 4 seconds| 1 second | 251.17 MiB | -|2039| Wales/conwy-and-denbighshire | 30 | 97,687 | 220,933 | 80.92 MiB | 4 seconds| 1 second | 249.76 MiB | -|2012| Wales/flintshire-and-wrexham | 38 | 122,180 | 288,696 | 113.32 MiB | 5 seconds| 1 second | 393.63 MiB | -|2020| Wales/flintshire-and-wrexham | 38 | 127,660 | 292,056 | 114.58 MiB | 5 seconds| 1 second | 395.27 MiB | -|2022| Wales/flintshire-and-wrexham | 38 | 129,007 | 292,644 | 115.03 MiB | 5 seconds| 1 second | 396.56 MiB | -|2032| Wales/flintshire-and-wrexham | 38 | 134,527 | 292,817 | 112.37 MiB | 5 seconds| 1 second | 410.92 MiB | -|2039| Wales/flintshire-and-wrexham | 38 | 136,425 | 293,540 | 112.22 MiB | 5 seconds| 1 second | 410.77 MiB | -|2012| Wales/gwent-valleys | 46 | 144,178 | 341,543 | 132.17 MiB | 5 seconds| 1 second | 451.03 MiB | -|2020| Wales/gwent-valleys | 46 | 148,386 | 344,566 | 132.83 MiB | 5 seconds| 1 second | 450.89 MiB | -|2022| Wales/gwent-valleys | 46 | 149,374 | 345,498 | 132.72 MiB | 5 seconds| 1 second | 450.23 MiB | -|2032| Wales/gwent-valleys | 46 | 151,842 | 347,976 | 130.50 MiB | 5 seconds| 1 second | 442.86 MiB | -|2039| Wales/gwent-valleys | 46 | 151,729 | 350,397 | 130.58 MiB | 5 seconds| 1 second | 443.03 MiB | -|2012| Wales/gwynedd | 17 | 52,926 | 122,595 | 48.28 MiB | 3 seconds| 1 second | 141.47 MiB | -|2020| Wales/gwynedd | 17 | 55,064 | 124,569 | 49.28 MiB | 3 seconds| 1 second | 143.70 MiB | -|2022| Wales/gwynedd | 17 | 55,683 | 125,030 | 49.20 MiB | 3 seconds| 1 second | 143.45 MiB | -|2032| Wales/gwynedd | 17 | 58,372 | 128,844 | 49.81 MiB | 3 seconds| 1 second | 143.80 MiB | -|2039| Wales/gwynedd | 17 | 59,746 | 130,948 | 50.64 MiB | 3 seconds| 1 second | 145.62 MiB | -|2012| Wales/isle-of-anglesey | 9 | 30,797 | 69,919 | 27.65 MiB | 3 seconds| 1 second | 96.81 MiB | -|2020| Wales/isle-of-anglesey | 9 | 31,366 | 69,845 | 27.85 MiB | 3 seconds| 1 second | 97.39 MiB | -|2022| Wales/isle-of-anglesey | 9 | 31,488 | 69,864 | 27.91 MiB | 3 seconds| 1 second | 97.71 MiB | -|2032| Wales/isle-of-anglesey | 9 | 31,601 | 69,502 | 27.09 MiB | 3 seconds| 1 second | 95.51 MiB | -|2039| Wales/isle-of-anglesey | 9 | 31,337 | 69,423 | 26.91 MiB | 3 seconds| 1 second | 95.37 MiB | -|2012| Wales/monmouthshire-and-newport | 31 | 100,402 | 240,491 | 94.44 MiB | 4 seconds| 1 second | 280.40 MiB | -|2020| Wales/monmouthshire-and-newport | 31 | 104,394 | 250,185 | 98.11 MiB | 4 seconds| 1 second | 286.97 MiB | -|2022| Wales/monmouthshire-and-newport | 31 | 105,481 | 253,282 | 99.27 MiB | 4 seconds| 1 second | 289.03 MiB | -|2032| Wales/monmouthshire-and-newport | 31 | 109,752 | 265,785 | 102.21 MiB | 4 seconds| 1 second | 371.39 MiB | -|2039| Wales/monmouthshire-and-newport | 31 | 111,246 | 273,319 | 103.90 MiB | 4 seconds| 1 second | 373.82 MiB | -|2012| Wales/powys | 19 | 59,028 | 132,725 | 51.21 MiB | 4 seconds| 1 second | 185.06 MiB | -|2020| Wales/powys | 19 | 59,972 | 132,328 | 50.60 MiB | 4 seconds| 1 second | 183.38 MiB | -|2022| Wales/powys | 19 | 60,190 | 132,467 | 50.46 MiB | 4 seconds| 1 second | 182.88 MiB | -|2032| Wales/powys | 19 | 59,586 | 133,010 | 49.63 MiB | 4 seconds| 1 second | 180.64 MiB | -|2039| Wales/powys | 19 | 57,969 | 133,514 | 49.35 MiB | 4 seconds| 1 second | 179.80 MiB | -|2012| Wales/south-west-wales | 50 | 165,004 | 383,260 | 145.79 MiB | 5 seconds| 1 second | 474.32 MiB | -|2020| Wales/south-west-wales | 50 | 170,327 | 385,937 | 146.53 MiB | 5 seconds| 1 second | 474.47 MiB | -|2022| Wales/south-west-wales | 50 | 171,623 | 386,901 | 147.00 MiB | 5 seconds| 1 second | 476.10 MiB | -|2032| Wales/south-west-wales | 50 | 175,897 | 392,107 | 145.19 MiB | 6 seconds| 1 second | 469.31 MiB | -|2039| Wales/south-west-wales | 50 | 176,482 | 394,303 | 144.53 MiB | 6 seconds| 1 second | 467.47 MiB | -|2012| Wales/swansea | 31 | 104,423 | 242,128 | 93.10 MiB | 4 seconds| 1 second | 276.14 MiB | -|2020| Wales/swansea | 31 | 110,304 | 247,820 | 95.72 MiB | 4 seconds| 1 second | 281.38 MiB | -|2022| Wales/swansea | 31 | 111,940 | 249,098 | 96.10 MiB | 4 seconds| 1 second | 282.16 MiB | -|2032| Wales/swansea | 31 | 119,141 | 257,653 | 98.28 MiB | 4 seconds| 1 second | 285.53 MiB | -|2039| Wales/swansea | 31 | 123,450 | 262,306 | 99.93 MiB | 4 seconds| 1 second | 366.61 MiB | +|year| study_area |num_msoas|num_households|num_people|pb_file_size| runtime |commuting_runtime|memory_usage| +|----|------------------------------------------|---------|--------------|----------|------------|----------|-----------------|------------| +|2012| England/bedfordshire | 74 | 245,166 | 647,272 | 256.91 MiB | 7 seconds| 2 seconds | 848.99 MiB | +|2020| England/bedfordshire | 74 | 272,875 | 674,044 | 271.73 MiB | 7 seconds| 2 seconds | 922.86 MiB | +|2022| England/bedfordshire | 74 | 309,706 | 703,582 | 277.82 MiB | 7 seconds| 2 seconds | 929.78 MiB | +|2032| England/bedfordshire | 74 | 309,706 | 703,582 | 277.82 MiB | 7 seconds| 2 seconds | 929.78 MiB | +|2039| England/bedfordshire | 74 | 329,061 | 715,797 | 278.47 MiB | 7 seconds| 2 seconds | 927.74 MiB | +|2012| England/berkshire | 107 | 342,167 | 890,543 | 356.08 MiB |10 seconds| 4 seconds | 1.06 GiB | +|2020| England/berkshire | 107 | 365,905 | 918,258 | 373.39 MiB |10 seconds| 4 seconds | 1.10 GiB | +|2022| England/berkshire | 107 | 394,446 | 941,655 | 368.41 MiB |10 seconds| 4 seconds | 1.08 GiB | +|2032| England/berkshire | 107 | 394,446 | 941,655 | 368.41 MiB |10 seconds| 4 seconds | 1.08 GiB | +|2039| England/berkshire | 107 | 408,604 | 949,986 | 367.25 MiB |10 seconds| 4 seconds | 1.07 GiB | +|2012| England/bristol | 55 | 182,299 | 448,233 | 173.75 MiB | 5 seconds| 1 second | 527.15 MiB | +|2020| England/bristol | 55 | 196,940 | 470,039 | 184.00 MiB | 5 seconds| 1 second | 547.40 MiB | +|2022| England/bristol | 55 | 216,197 | 503,014 | 192.51 MiB | 5 seconds| 1 second | 559.70 MiB | +|2032| England/bristol | 55 | 216,197 | 503,014 | 192.51 MiB | 6 seconds| 1 second | 559.70 MiB | +|2039| England/bristol | 55 | 227,770 | 521,371 | 199.73 MiB | 6 seconds| 1 second | 573.32 MiB | +|2012| England/buckinghamshire | 99 | 301,486 | 786,221 | 314.40 MiB | 9 seconds| 3 seconds | 1007.27 MiB| +|2020| England/buckinghamshire | 99 | 327,554 | 816,518 | 331.16 MiB | 9 seconds| 3 seconds | 1.02 GiB | +|2022| England/buckinghamshire | 99 | 333,801 | 824,863 | 334.87 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2032| England/buckinghamshire | 99 | 363,840 | 844,684 | 331.67 MiB | 9 seconds| 3 seconds | 1.01 GiB | +|2039| England/buckinghamshire | 99 | 381,583 | 855,739 | 332.20 MiB | 9 seconds| 3 seconds | 1.01 GiB | +|2012| England/cambridgeshire | 98 | 327,257 | 832,980 | 323.39 MiB | 9 seconds| 3 seconds | 1013.07 MiB| +|2020| England/cambridgeshire | 98 | 348,522 | 863,250 | 341.20 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2022| England/cambridgeshire | 98 | 377,634 | 907,166 | 348.79 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2032| England/cambridgeshire | 98 | 377,634 | 907,166 | 348.79 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2039| England/cambridgeshire | 98 | 392,478 | 924,170 | 351.43 MiB | 9 seconds| 3 seconds | 1.04 GiB | +|2012| England/cheshire | 139 | 441,084 | 1,042,065| 402.31 MiB |12 seconds| 4 seconds | 1.13 GiB | +|2020| England/cheshire | 139 | 464,134 | 1,070,597| 416.52 MiB |12 seconds| 4 seconds | 1.46 GiB | +|2022| England/cheshire | 139 | 489,476 | 1,125,198| 425.44 MiB |12 seconds| 4 seconds | 1.47 GiB | +|2032| England/cheshire | 139 | 489,476 | 1,125,198| 425.44 MiB |12 seconds| 4 seconds | 1.47 GiB | +|2039| England/cheshire | 139 | 501,501 | 1,149,515| 431.28 MiB |12 seconds| 4 seconds | 1.48 GiB | +|2012| England/cornwall | 74 | 233,710 | 551,951 | 208.93 MiB | 7 seconds| 2 seconds | 744.32 MiB | +|2020| England/cornwall | 74 | 248,145 | 579,460 | 220.51 MiB | 7 seconds| 2 seconds | 766.20 MiB | +|2022| England/cornwall | 74 | 251,934 | 590,365 | 224.28 MiB | 7 seconds| 2 seconds | 773.13 MiB | +|2032| England/cornwall | 74 | 271,147 | 636,573 | 234.01 MiB | 7 seconds| 2 seconds | 829.51 MiB | +|2039| England/cornwall | 74 | 281,563 | 660,164 | 240.35 MiB | 7 seconds| 2 seconds | 839.16 MiB | +|2012| England/cumbria | 64 | 222,586 | 498,624 | 188.07 MiB | 6 seconds| 1 second | 547.25 MiB | +|2020| England/cumbria | 64 | 226,893 | 499,873 | 188.76 MiB | 6 seconds| 1 second | 548.43 MiB | +|2022| England/cumbria | 64 | 230,206 | 499,840 | 183.22 MiB | 6 seconds| 1 second | 533.91 MiB | +|2032| England/cumbria | 64 | 230,206 | 499,840 | 183.22 MiB | 6 seconds| 1 second | 533.91 MiB | +|2039| England/cumbria | 64 | 231,202 | 498,475 | 181.62 MiB | 6 seconds| 1 second | 530.88 MiB | +|2012| England/derbyshire | 131 | 436,276 | 1,035,356| 397.76 MiB |11 seconds| 4 seconds | 1.12 GiB | +|2020| England/derbyshire | 131 | 459,743 | 1,064,406| 409.77 MiB |11 seconds| 4 seconds | 1.44 GiB | +|2022| England/derbyshire | 131 | 489,764 | 1,122,078| 419.53 MiB |12 seconds| 4 seconds | 1.45 GiB | +|2032| England/derbyshire | 131 | 489,764 | 1,122,078| 419.53 MiB |12 seconds| 4 seconds | 1.45 GiB | +|2039| England/derbyshire | 131 | 505,314 | 1,152,518| 429.02 MiB |12 seconds| 4 seconds | 1.47 GiB | +|2012| England/devon | 156 | 494,106 | 1,165,952| 438.76 MiB |13 seconds| 4 seconds | 1.49 GiB | +|2020| England/devon | 156 | 523,033 | 1,212,387| 459.60 MiB |13 seconds| 4 seconds | 1.53 GiB | +|2022| England/devon | 156 | 567,011 | 1,304,874| 478.87 MiB |14 seconds| 4 seconds | 1.64 GiB | +|2032| England/devon | 156 | 567,011 | 1,304,874| 478.87 MiB |14 seconds| 5 seconds | 1.64 GiB | +|2039| England/devon | 156 | 589,178 | 1,342,775| 488.39 MiB |14 seconds| 5 seconds | 1.66 GiB | +|2012| England/dorset | 95 | 328,906 | 761,766 | 285.99 MiB | 8 seconds| 2 seconds | 931.64 MiB | +|2020| England/dorset | 95 | 345,862 | 777,887 | 295.20 MiB | 8 seconds| 2 seconds | 951.30 MiB | +|2022| England/dorset | 95 | 350,392 | 782,725 | 296.83 MiB | 8 seconds| 2 seconds | 955.86 MiB | +|2032| England/dorset | 95 | 375,160 | 802,953 | 294.92 MiB | 8 seconds| 2 seconds | 945.43 MiB | +|2039| England/dorset | 95 | 389,694 | 810,856 | 294.90 MiB | 8 seconds| 2 seconds | 945.59 MiB | +|2012| England/durham | 117 | 390,472 | 911,601 | 349.81 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2020| England/durham | 117 | 407,828 | 930,184 | 359.62 MiB | 9 seconds| 3 seconds | 1.05 GiB | +|2022| England/durham | 117 | 425,611 | 952,801 | 356.65 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2032| England/durham | 117 | 425,611 | 952,801 | 356.65 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2039| England/durham | 117 | 434,593 | 959,555 | 357.69 MiB | 9 seconds| 3 seconds | 1.04 GiB | +|2012| England/east-sussex | 102 | 355,257 | 827,703 | 313.77 MiB | 9 seconds| 3 seconds | 987.24 MiB | +|2020| England/east-sussex | 102 | 380,894 | 853,970 | 324.07 MiB | 9 seconds| 3 seconds | 1006.06 MiB| +|2022| England/east-sussex | 102 | 423,181 | 895,907 | 329.61 MiB | 9 seconds| 3 seconds | 1008.52 MiB| +|2032| England/east-sussex | 102 | 423,181 | 895,907 | 329.61 MiB | 9 seconds| 3 seconds | 1008.52 MiB| +|2039| England/east-sussex | 102 | 446,000 | 915,014 | 335.50 MiB | 9 seconds| 3 seconds | 1020.68 MiB| +|2012| England/east-yorkshire-with-hull | 75 | 255,848 | 593,271 | 227.51 MiB | 7 seconds| 2 seconds | 778.67 MiB | +|2020| England/east-yorkshire-with-hull | 75 | 262,609 | 602,286 | 233.16 MiB | 7 seconds| 2 seconds | 834.96 MiB | +|2022| England/east-yorkshire-with-hull | 75 | 272,805 | 613,721 | 230.36 MiB | 7 seconds| 2 seconds | 824.41 MiB | +|2032| England/east-yorkshire-with-hull | 75 | 272,805 | 613,721 | 230.36 MiB | 7 seconds| 2 seconds | 824.42 MiB | +|2039| England/east-yorkshire-with-hull | 75 | 277,770 | 617,357 | 230.47 MiB | 7 seconds| 2 seconds | 824.92 MiB | +|2012| England/essex | 211 | 722,974 | 1,786,310| 690.86 MiB |19 seconds| 9 seconds | 2.06 GiB | +|2020| England/essex | 211 | 773,454 | 1,857,205| 726.11 MiB |20 seconds| 9 seconds | 2.13 GiB | +|2022| England/essex | 211 | 858,552 | 1,981,994| 761.49 MiB |21 seconds| 9 seconds | 2.19 GiB | +|2032| England/essex | 211 | 858,552 | 1,981,994| 761.49 MiB |21 seconds| 10 seconds | 2.19 GiB | +|2039| England/essex | 211 | 906,640 | 2,042,404| 777.80 MiB |22 seconds| 10 seconds | 2.21 GiB | +|2012| England/gloucestershire | 107 | 365,240 | 889,836 | 344.21 MiB |10 seconds| 3 seconds | 1.02 GiB | +|2020| England/gloucestershire | 107 | 392,643 | 933,909 | 362.94 MiB |11 seconds| 3 seconds | 1.06 GiB | +|2022| England/gloucestershire | 107 | 432,216 | 1,025,077| 389.60 MiB |11 seconds| 3 seconds | 1.10 GiB | +|2032| England/gloucestershire | 107 | 432,216 | 1,025,077| 389.60 MiB |11 seconds| 3 seconds | 1.10 GiB | +|2039| England/gloucestershire | 107 | 453,383 | 1,068,484| 403.92 MiB |11 seconds| 3 seconds | 1.43 GiB | +|2012| England/greater-london | 983 | 3,287,651 | 8,587,955| 3.28 GiB | 5 minutes| 4 minutes | 11.80 GiB | +|2020| England/greater-london | 983 | 3,578,616 | 8,992,494| 3.48 GiB | 5 minutes| 4 minutes | 12.22 GiB | +|2022| England/greater-london | 983 | 3,645,459 | 9,105,919| 3.53 GiB | 5 minutes| 4 minutes | 12.31 GiB | +|2032| England/greater-london | 983 | 4,001,897 | 9,461,273| 3.55 GiB | 5 minutes| 5 minutes | 12.26 GiB | +|2039| England/greater-london | 983 | 4,233,367 | 9,697,960| 3.59 GiB | 6 minutes| 5 minutes | 12.96 GiB | +|2012| England/greater-manchester | 346 | 1,128,371 | 2,745,455| 1.05 GiB |40 seconds| 26 seconds | 3.56 GiB | +|2020| England/greater-manchester | 346 | 1,192,547 | 2,840,431| 1.10 GiB |41 seconds| 27 seconds | 3.66 GiB | +|2022| England/greater-manchester | 346 | 1,272,689 | 2,974,954| 1.13 GiB |43 seconds| 27 seconds | 3.69 GiB | +|2032| England/greater-manchester | 346 | 1,272,689 | 2,974,954| 1.13 GiB |43 seconds| 28 seconds | 3.69 GiB | +|2039| England/greater-manchester | 346 | 1,319,090 | 3,049,727| 1.15 GiB |45 seconds| 29 seconds | 3.73 GiB | +|2012| England/hampshire | 225 | 733,611 | 1,810,518| 698.19 MiB |21 seconds| 10 seconds | 2.07 GiB | +|2020| England/hampshire | 225 | 777,116 | 1,861,250| 721.78 MiB |21 seconds| 10 seconds | 2.12 GiB | +|2022| England/hampshire | 225 | 836,451 | 1,931,669| 729.13 MiB |21 seconds| 10 seconds | 2.12 GiB | +|2032| England/hampshire | 225 | 836,451 | 1,931,669| 729.13 MiB |21 seconds| 10 seconds | 2.12 GiB | +|2039| England/hampshire | 225 | 867,417 | 1,960,190| 735.66 MiB |22 seconds| 10 seconds | 2.13 GiB | +|2012| England/herefordshire | 23 | 79,083 | 188,362 | 72.22 MiB | 3 seconds| 1 second | 234.79 MiB | +|2020| England/herefordshire | 23 | 83,238 | 195,194 | 74.72 MiB | 3 seconds| 1 second | 239.26 MiB | +|2022| England/herefordshire | 23 | 89,574 | 209,784 | 77.64 MiB | 3 seconds| 1 second | 242.72 MiB | +|2032| England/herefordshire | 23 | 89,574 | 209,784 | 77.64 MiB | 3 seconds| 1 second | 242.72 MiB | +|2039| England/herefordshire | 23 | 92,605 | 216,508 | 79.44 MiB | 3 seconds| 1 second | 245.59 MiB | +|2012| England/hertfordshire | 153 | 457,276 | 1,160,155| 458.74 MiB |13 seconds| 5 seconds | 1.56 GiB | +|2020| England/hertfordshire | 153 | 494,661 | 1,190,043| 477.27 MiB |13 seconds| 5 seconds | 1.59 GiB | +|2022| England/hertfordshire | 153 | 546,573 | 1,219,124| 476.65 MiB |13 seconds| 5 seconds | 1.67 GiB | +|2032| England/hertfordshire | 153 | 546,573 | 1,219,124| 476.65 MiB |13 seconds| 5 seconds | 1.67 GiB | +|2039| England/hertfordshire | 153 | 575,179 | 1,233,573| 477.07 MiB |13 seconds| 5 seconds | 1.67 GiB | +|2012| England/isle-of-wight | 18 | 61,636 | 139,732 | 53.88 MiB | 3 seconds| 1 second | 188.67 MiB | +|2020| England/isle-of-wight | 18 | 65,140 | 143,268 | 54.99 MiB | 3 seconds| 1 second | 190.34 MiB | +|2022| England/isle-of-wight | 18 | 70,496 | 151,582 | 55.55 MiB | 3 seconds| 1 second | 200.88 MiB | +|2032| England/isle-of-wight | 18 | 70,496 | 151,582 | 55.55 MiB | 3 seconds| 1 second | 200.88 MiB | +|2039| England/isle-of-wight | 18 | 72,968 | 154,841 | 56.14 MiB | 3 seconds| 1 second | 202.02 MiB | +|2012| England/kent | 220 | 718,544 | 1,793,702| 700.26 MiB |19 seconds| 8 seconds | 2.08 GiB | +|2020| England/kent | 220 | 781,933 | 1,873,451| 737.36 MiB |20 seconds| 9 seconds | 2.15 GiB | +|2022| England/kent | 220 | 875,515 | 2,008,857| 773.40 MiB |20 seconds| 9 seconds | 2.21 GiB | +|2032| England/kent | 220 | 875,515 | 2,008,857| 773.40 MiB |20 seconds| 9 seconds | 2.21 GiB | +|2039| England/kent | 220 | 926,571 | 2,069,087| 788.63 MiB |21 seconds| 9 seconds | 2.23 GiB | +|2012| England/lancashire | 191 | 619,861 | 1,476,469| 572.04 MiB |16 seconds| 7 seconds | 1.83 GiB | +|2020| England/lancashire | 191 | 640,196 | 1,511,896| 589.88 MiB |16 seconds| 7 seconds | 1.87 GiB | +|2022| England/lancashire | 191 | 663,637 | 1,567,390| 594.59 MiB |16 seconds| 7 seconds | 1.87 GiB | +|2032| England/lancashire | 191 | 663,637 | 1,567,390| 594.59 MiB |16 seconds| 7 seconds | 1.87 GiB | +|2039| England/lancashire | 191 | 674,387 | 1,591,908| 600.12 MiB |17 seconds| 7 seconds | 1.88 GiB | +|2012| England/leicestershire | 120 | 391,605 | 1,014,485| 394.46 MiB |10 seconds| 4 seconds | 1.12 GiB | +|2020| England/leicestershire | 120 | 418,618 | 1,073,842| 419.67 MiB |11 seconds| 4 seconds | 1.47 GiB | +|2022| England/leicestershire | 120 | 424,923 | 1,092,677| 426.66 MiB |11 seconds| 4 seconds | 1.49 GiB | +|2032| England/leicestershire | 120 | 460,335 | 1,178,746| 449.47 MiB |12 seconds| 5 seconds | 1.52 GiB | +|2039| England/leicestershire | 120 | 482,373 | 1,225,824| 464.68 MiB |12 seconds| 4 seconds | 1.55 GiB | +|2012| England/lincolnshire | 134 | 449,394 | 1,064,403| 403.11 MiB |11 seconds| 4 seconds | 1.43 GiB | +|2020| England/lincolnshire | 134 | 475,646 | 1,098,403| 419.38 MiB |11 seconds| 4 seconds | 1.46 GiB | +|2022| England/lincolnshire | 134 | 507,295 | 1,152,299| 427.62 MiB |11 seconds| 4 seconds | 1.47 GiB | +|2032| England/lincolnshire | 134 | 507,295 | 1,152,299| 427.62 MiB |11 seconds| 4 seconds | 1.47 GiB | +|2039| England/lincolnshire | 134 | 523,548 | 1,172,923| 430.89 MiB |11 seconds| 4 seconds | 1.47 GiB | +|2012| England/merseyside | 184 | 603,483 | 1,399,209| 533.99 MiB |14 seconds| 6 seconds | 1.75 GiB | +|2020| England/merseyside | 184 | 632,617 | 1,435,755| 553.36 MiB |14 seconds| 6 seconds | 1.79 GiB | +|2022| England/merseyside | 184 | 665,766 | 1,498,518| 570.24 MiB |14 seconds| 6 seconds | 1.82 GiB | +|2032| England/merseyside | 184 | 665,766 | 1,498,518| 570.24 MiB |14 seconds| 6 seconds | 1.82 GiB | +|2039| England/merseyside | 184 | 685,165 | 1,528,037| 577.51 MiB |15 seconds| 6 seconds | 1.83 GiB | +|2012| England/norfolk | 110 | 374,491 | 882,793 | 333.12 MiB |10 seconds| 3 seconds | 1017.08 MiB| +|2020| England/norfolk | 110 | 397,770 | 916,799 | 348.46 MiB |10 seconds| 3 seconds | 1.02 GiB | +|2022| England/norfolk | 110 | 432,187 | 982,755 | 362.33 MiB |10 seconds| 3 seconds | 1.04 GiB | +|2032| England/norfolk | 110 | 432,187 | 982,755 | 362.33 MiB |10 seconds| 3 seconds | 1.04 GiB | +|2039| England/norfolk | 110 | 450,068 | 1,013,214| 371.44 MiB |10 seconds| 3 seconds | 1.06 GiB | +|2012| England/north-yorkshire | 138 | 460,050 | 1,085,067| 413.12 MiB |12 seconds| 4 seconds | 1.45 GiB | +|2020| England/north-yorkshire | 138 | 478,639 | 1,107,928| 423.25 MiB |12 seconds| 4 seconds | 1.47 GiB | +|2022| England/north-yorkshire | 138 | 499,392 | 1,134,723| 420.66 MiB |12 seconds| 4 seconds | 1.45 GiB | +|2032| England/north-yorkshire | 138 | 499,392 | 1,134,723| 420.66 MiB |12 seconds| 4 seconds | 1.45 GiB | +|2039| England/north-yorkshire | 138 | 509,099 | 1,143,895| 421.58 MiB |12 seconds| 4 seconds | 1.46 GiB | +|2012| England/northamptonshire | 91 | 289,575 | 720,263 | 284.41 MiB | 8 seconds| 2 seconds | 941.24 MiB | +|2020| England/northamptonshire | 91 | 316,553 | 762,382 | 304.38 MiB | 8 seconds| 2 seconds | 981.06 MiB | +|2022| England/northamptonshire | 91 | 352,529 | 828,003 | 320.83 MiB | 9 seconds| 3 seconds | 1005.56 MiB| +|2032| England/northamptonshire | 91 | 352,529 | 828,003 | 320.83 MiB | 9 seconds| 3 seconds | 1005.56 MiB| +|2039| England/northamptonshire | 91 | 370,555 | 855,812 | 328.05 MiB | 9 seconds| 3 seconds | 1016.77 MiB| +|2012| England/northumberland | 40 | 138,928 | 315,894 | 120.67 MiB | 5 seconds| 1 second | 423.02 MiB | +|2020| England/northumberland | 40 | 143,516 | 322,616 | 121.95 MiB | 5 seconds| 1 second | 423.78 MiB | +|2022| England/northumberland | 40 | 148,792 | 333,456 | 122.08 MiB | 5 seconds| 1 second | 421.39 MiB | +|2032| England/northumberland | 40 | 148,792 | 333,456 | 122.08 MiB | 5 seconds| 1 second | 421.39 MiB | +|2039| England/northumberland | 40 | 150,259 | 337,186 | 122.26 MiB | 5 seconds| 1 second | 421.38 MiB | +|2012| England/nottinghamshire | 138 | 460,022 | 1,123,005| 432.55 MiB |12 seconds| 4 seconds | 1.49 GiB | +|2020| England/nottinghamshire | 138 | 486,163 | 1,169,489| 453.88 MiB |12 seconds| 4 seconds | 1.53 GiB | +|2022| England/nottinghamshire | 138 | 522,944 | 1,248,804| 473.55 MiB |12 seconds| 5 seconds | 1.56 GiB | +|2032| England/nottinghamshire | 138 | 522,944 | 1,248,804| 473.55 MiB |12 seconds| 5 seconds | 1.56 GiB | +|2039| England/nottinghamshire | 138 | 543,291 | 1,281,812| 482.41 MiB |13 seconds| 5 seconds | 1.66 GiB | +|2012| England/oxfordshire | 86 | 261,235 | 671,997 | 260.47 MiB | 7 seconds| 2 seconds | 852.78 MiB | +|2020| England/oxfordshire | 86 | 274,908 | 695,490 | 271.66 MiB | 7 seconds| 2 seconds | 918.84 MiB | +|2022| England/oxfordshire | 86 | 293,368 | 729,866 | 275.44 MiB | 7 seconds| 2 seconds | 919.28 MiB | +|2032| England/oxfordshire | 86 | 293,368 | 729,866 | 275.44 MiB | 8 seconds| 2 seconds | 919.28 MiB | +|2039| England/oxfordshire | 86 | 303,035 | 743,227 | 277.55 MiB | 8 seconds| 2 seconds | 922.13 MiB | +|2012| England/rutland | 5 | 14,912 | 38,314 | 16.37 MiB | 2 seconds| 1 second | 53.95 MiB | +|2020| England/rutland | 5 | 16,698 | 40,381 | 17.09 MiB | 2 seconds| 1 second | 57.84 MiB | +|2022| England/rutland | 5 | 18,198 | 44,193 | 18.26 MiB | 2 seconds| 1 second | 59.97 MiB | +|2032| England/rutland | 5 | 18,198 | 44,193 | 18.26 MiB | 2 seconds| 1 second | 59.97 MiB | +|2039| England/rutland | 5 | 18,914 | 45,659 | 18.71 MiB | 2 seconds| 1 second | 61.09 MiB | +|2012| England/shropshire | 62 | 197,768 | 483,414 | 186.37 MiB | 6 seconds| 1 second | 550.90 MiB | +|2020| England/shropshire | 62 | 211,035 | 508,233 | 195.85 MiB | 6 seconds| 1 second | 568.56 MiB | +|2022| England/shropshire | 62 | 228,285 | 558,755 | 207.37 MiB | 6 seconds| 1 second | 740.52 MiB | +|2032| England/shropshire | 62 | 228,285 | 558,755 | 207.37 MiB | 6 seconds| 1 second | 740.52 MiB | +|2039| England/shropshire | 62 | 236,015 | 581,476 | 213.31 MiB | 6 seconds| 1 second | 749.75 MiB | +|2012| England/somerset | 124 | 392,224 | 938,968 | 359.26 MiB |10 seconds| 3 seconds | 1.05 GiB | +|2020| England/somerset | 124 | 421,693 | 979,526 | 376.56 MiB |10 seconds| 3 seconds | 1.08 GiB | +|2022| England/somerset | 124 | 428,543 | 993,364 | 381.41 MiB |10 seconds| 3 seconds | 1.09 GiB | +|2032| England/somerset | 124 | 463,526 | 1,054,161| 394.38 MiB |11 seconds| 3 seconds | 1.41 GiB | +|2039| England/somerset | 124 | 484,587 | 1,087,596| 404.50 MiB |11 seconds| 3 seconds | 1.43 GiB | +|2012| England/south-yorkshire | 172 | 566,664 | 1,372,435| 528.13 MiB |14 seconds| 6 seconds | 1.75 GiB | +|2020| England/south-yorkshire | 172 | 597,694 | 1,418,840| 548.61 MiB |15 seconds| 6 seconds | 1.79 GiB | +|2022| England/south-yorkshire | 172 | 637,411 | 1,493,544| 563.93 MiB |15 seconds| 6 seconds | 1.81 GiB | +|2032| England/south-yorkshire | 172 | 637,411 | 1,493,544| 563.93 MiB |15 seconds| 6 seconds | 1.81 GiB | +|2039| England/south-yorkshire | 172 | 659,843 | 1,531,313| 575.33 MiB |15 seconds| 6 seconds | 1.83 GiB | +|2012| England/staffordshire | 143 | 464,441 | 1,111,144| 425.33 MiB |12 seconds| 4 seconds | 1.47 GiB | +|2020| England/staffordshire | 143 | 486,645 | 1,139,752| 437.56 MiB |12 seconds| 4 seconds | 1.49 GiB | +|2022| England/staffordshire | 143 | 510,634 | 1,188,857| 444.92 MiB |12 seconds| 4 seconds | 1.50 GiB | +|2032| England/staffordshire | 143 | 510,634 | 1,188,857| 444.92 MiB |12 seconds| 4 seconds | 1.50 GiB | +|2039| England/staffordshire | 143 | 522,882 | 1,215,006| 453.00 MiB |12 seconds| 4 seconds | 1.52 GiB | +|2012| England/suffolk | 90 | 312,178 | 746,863 | 285.39 MiB | 8 seconds| 2 seconds | 933.65 MiB | +|2020| England/suffolk | 90 | 331,778 | 766,023 | 294.07 MiB | 8 seconds| 2 seconds | 950.73 MiB | +|2022| England/suffolk | 90 | 336,599 | 773,019 | 296.48 MiB | 8 seconds| 2 seconds | 956.16 MiB | +|2032| England/suffolk | 90 | 360,555 | 800,189 | 298.09 MiB | 8 seconds| 2 seconds | 952.75 MiB | +|2039| England/suffolk | 90 | 375,536 | 817,179 | 302.95 MiB | 8 seconds| 2 seconds | 963.06 MiB | +|2012| England/surrey | 151 | 458,108 | 1,168,112| 456.56 MiB |14 seconds| 7 seconds | 1.55 GiB | +|2020| England/surrey | 151 | 480,930 | 1,195,509| 472.95 MiB |14 seconds| 6 seconds | 1.58 GiB | +|2022| England/surrey | 151 | 518,720 | 1,214,557| 467.08 MiB |14 seconds| 6 seconds | 1.56 GiB | +|2032| England/surrey | 151 | 518,720 | 1,214,557| 467.08 MiB |14 seconds| 6 seconds | 1.56 GiB | +|2039| England/surrey | 151 | 538,941 | 1,221,227| 464.76 MiB |14 seconds| 6 seconds | 1.64 GiB | +|2012| England/tyne-and-wear | 145 | 483,909 | 1,119,030| 427.37 MiB |11 seconds| 4 seconds | 1.47 GiB | +|2020| England/tyne-and-wear | 145 | 501,383 | 1,143,194| 439.11 MiB |11 seconds| 4 seconds | 1.50 GiB | +|2022| England/tyne-and-wear | 145 | 521,777 | 1,168,078| 440.06 MiB |11 seconds| 4 seconds | 1.49 GiB | +|2032| England/tyne-and-wear | 145 | 521,777 | 1,168,078| 440.06 MiB |11 seconds| 4 seconds | 1.49 GiB | +|2039| England/tyne-and-wear | 145 | 532,652 | 1,177,340| 441.39 MiB |11 seconds| 4 seconds | 1.58 GiB | +|2012| England/warwickshire | 108 | 361,467 | 896,673 | 347.46 MiB |10 seconds| 3 seconds | 1.03 GiB | +|2020| England/warwickshire | 108 | 392,639 | 958,833 | 373.64 MiB |10 seconds| 3 seconds | 1.08 GiB | +|2022| England/warwickshire | 108 | 432,682 | 1,061,955| 405.97 MiB |11 seconds| 4 seconds | 1.44 GiB | +|2032| England/warwickshire | 108 | 432,682 | 1,061,955| 405.97 MiB |11 seconds| 4 seconds | 1.44 GiB | +|2039| England/warwickshire | 108 | 454,732 | 1,112,230| 424.11 MiB |11 seconds| 4 seconds | 1.47 GiB | +|2012| England/west-midlands | 314 | 958,034 | 2,477,391| 990.28 MiB |33 seconds| 19 seconds | 3.24 GiB | +|2020| England/west-midlands | 314 | 1,002,273 | 2,572,395| 1.01 GiB |34 seconds| 19 seconds | 3.33 GiB | +|2022| England/west-midlands | 314 | 1,046,146 | 2,664,228| 1.04 GiB |35 seconds| 20 seconds | 3.37 GiB | +|2032| England/west-midlands | 314 | 1,079,612 | 2,706,242| 1.04 GiB |36 seconds| 21 seconds | 3.55 GiB | +|2039| England/west-midlands | 314 | 1,128,890 | 2,787,990| 1.07 GiB |38 seconds| 22 seconds | 3.59 GiB | +|2012| England/west-sussex | 100 | 348,766 | 836,646 | 321.38 MiB | 9 seconds| 3 seconds | 1004.51 MiB| +|2020| England/west-sussex | 100 | 375,837 | 871,029 | 337.97 MiB | 9 seconds| 3 seconds | 1.01 GiB | +|2022| England/west-sussex | 100 | 419,347 | 931,573 | 350.32 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2032| England/west-sussex | 100 | 419,347 | 931,573 | 350.32 MiB | 9 seconds| 3 seconds | 1.03 GiB | +|2039| England/west-sussex | 100 | 442,292 | 958,567 | 356.98 MiB | 9 seconds| 3 seconds | 1.04 GiB | +|2012| England/west-yorkshire | 299 | 921,242 | 2,271,833| 893.92 MiB |29 seconds| 15 seconds | 3.05 GiB | +|2020| England/west-yorkshire | 299 | 963,460 | 2,339,931| 930.52 MiB |29 seconds| 16 seconds | 3.12 GiB | +|2022| England/west-yorkshire | 299 | 1,021,830 | 2,434,902| 945.81 MiB |30 seconds| 16 seconds | 3.13 GiB | +|2032| England/west-yorkshire | 299 | 1,021,830 | 2,434,902| 945.81 MiB |30 seconds| 16 seconds | 3.13 GiB | +|2039| England/west-yorkshire | 299 | 1,053,859 | 2,481,358| 957.44 MiB |31 seconds| 16 seconds | 3.32 GiB | +|2012| England/wiltshire | 89 | 285,600 | 704,491 | 274.63 MiB | 7 seconds| 2 seconds | 921.03 MiB | +|2020| England/wiltshire | 89 | 309,159 | 735,088 | 288.25 MiB | 8 seconds| 2 seconds | 947.38 MiB | +|2022| England/wiltshire | 89 | 335,400 | 774,105 | 292.74 MiB | 8 seconds| 2 seconds | 949.12 MiB | +|2032| England/wiltshire | 89 | 335,400 | 774,105 | 292.74 MiB | 8 seconds| 2 seconds | 949.12 MiB | +|2039| England/wiltshire | 89 | 348,866 | 792,075 | 296.45 MiB | 8 seconds| 2 seconds | 955.03 MiB | +|2012| England/worcestershire | 85 | 240,958 | 578,628 | 221.50 MiB | 6 seconds| 2 seconds | 770.52 MiB | +|2020| England/worcestershire | 85 | 255,594 | 601,116 | 231.62 MiB | 7 seconds| 2 seconds | 790.33 MiB | +|2022| England/worcestershire | 85 | 274,309 | 644,922 | 242.01 MiB | 7 seconds| 2 seconds | 849.75 MiB | +|2032| England/worcestershire | 85 | 274,309 | 644,922 | 242.01 MiB | 7 seconds| 2 seconds | 849.75 MiB | +|2039| England/worcestershire | 85 | 283,275 | 666,303 | 248.40 MiB | 7 seconds| 2 seconds | 861.28 MiB | +|2012| Scotland/argyll-and-west-dunbartonshire | 41 | 82,845 | 176,560 | 74.08 MiB |11 seconds| 1 second | 238.90 MiB | +|2020| Scotland/argyll-and-west-dunbartonshire | 41 | 85,066 | 174,197 | 73.18 MiB |11 seconds| 1 second | 236.56 MiB | +|2022| Scotland/argyll-and-west-dunbartonshire | 41 | 85,263 | 172,737 | 72.59 MiB |11 seconds| 1 second | 235.57 MiB | +|2032| Scotland/argyll-and-west-dunbartonshire | 41 | 85,398 | 165,068 | 67.76 MiB |11 seconds| 1 second | 224.69 MiB | +|2039| Scotland/argyll-and-west-dunbartonshire | 41 | 84,758 | 159,196 | 65.25 MiB |11 seconds| 1 second | 219.77 MiB | +|2012| Scotland/ayrshire | 93 | 168,387 | 370,588 | 146.33 MiB | 9 seconds| 1 second | 483.77 MiB | +|2020| Scotland/ayrshire | 93 | 133,922 | 283,894 | 112.46 MiB | 8 seconds| 1 second | 416.08 MiB | +|2022| Scotland/ayrshire | 93 | 173,199 | 367,016 | 143.70 MiB | 9 seconds| 1 second | 476.04 MiB | +|2032| Scotland/ayrshire | 93 | 174,290 | 356,750 | 137.29 MiB | 9 seconds| 1 second | 462.30 MiB | +|2039| Scotland/ayrshire | 93 | 173,349 | 347,174 | 133.28 MiB | 9 seconds| 1 second | 455.01 MiB | +|2012| Scotland/dumfries-and-galloway | 40 | 68,416 | 149,648 | 61.42 MiB | 6 seconds| 1 second | 217.04 MiB | +|2020| Scotland/dumfries-and-galloway | 40 | 70,212 | 148,123 | 60.21 MiB | 6 seconds| 1 second | 213.17 MiB | +|2022| Scotland/dumfries-and-galloway | 40 | 70,455 | 147,351 | 59.47 MiB | 6 seconds| 1 second | 211.49 MiB | +|2032| Scotland/dumfries-and-galloway | 40 | 70,840 | 142,418 | 56.10 MiB | 6 seconds| 1 second | 204.07 MiB | +|2039| Scotland/dumfries-and-galloway | 40 | 70,668 | 138,573 | 54.77 MiB | 6 seconds| 1 second | 202.05 MiB | +|2012| Scotland/edinburgh | 111 | 225,093 | 497,378 | 186.98 MiB | 7 seconds| 2 seconds | 555.70 MiB | +|2020| Scotland/edinburgh | 111 | 242,994 | 525,476 | 198.41 MiB | 8 seconds| 2 seconds | 732.84 MiB | +|2022| Scotland/edinburgh | 111 | 248,491 | 532,384 | 200.96 MiB | 8 seconds| 2 seconds | 738.35 MiB | +|2032| Scotland/edinburgh | 111 | 273,234 | 562,902 | 207.62 MiB | 8 seconds| 2 seconds | 791.61 MiB | +|2039| Scotland/edinburgh | 111 | 288,360 | 578,847 | 210.49 MiB | 8 seconds| 2 seconds | 793.17 MiB | +|2012| Scotland/fife | 104 | 162,121 | 368,038 | 145.78 MiB | 6 seconds| 1 second | 484.35 MiB | +|2020| Scotland/fife | 104 | 159,563 | 371,896 | 147.05 MiB | 6 seconds| 1 second | 486.65 MiB | +|2022| Scotland/fife | 104 | 159,580 | 371,743 | 146.38 MiB | 6 seconds| 1 second | 485.15 MiB | +|2032| Scotland/fife | 104 | 166,255 | 370,447 | 141.66 MiB | 6 seconds| 1 second | 472.29 MiB | +|2039| Scotland/fife | 104 | 169,335 | 366,438 | 138.24 MiB | 6 seconds| 1 second | 463.01 MiB | +|2012| Scotland/forth-valley | 78 | 130,141 | 302,504 | 121.15 MiB | 8 seconds| 1 second | 414.67 MiB | +|2020| Scotland/forth-valley | 78 | 136,735 | 308,153 | 122.32 MiB | 8 seconds| 1 second | 436.38 MiB | +|2022| Scotland/forth-valley | 78 | 138,447 | 310,297 | 122.89 MiB | 8 seconds| 1 second | 437.80 MiB | +|2032| Scotland/forth-valley | 78 | 146,138 | 318,438 | 122.93 MiB | 8 seconds| 1 second | 435.84 MiB | +|2039| Scotland/forth-valley | 78 | 150,069 | 322,395 | 123.80 MiB | 8 seconds| 1 second | 436.43 MiB | +|2012| Scotland/greater-glasgow | 184 | 368,013 | 805,502 | 306.63 MiB |11 seconds| 4 seconds | 985.47 MiB | +|2020| Scotland/greater-glasgow | 184 | 382,846 | 836,875 | 320.55 MiB |11 seconds| 4 seconds | 1013.11 MiB| +|2022| Scotland/greater-glasgow | 184 | 388,050 | 842,636 | 322.55 MiB |11 seconds| 4 seconds | 1017.20 MiB| +|2032| Scotland/greater-glasgow | 184 | 411,534 | 866,464 | 327.49 MiB |11 seconds| 4 seconds | 1.00 GiB | +|2039| Scotland/greater-glasgow | 184 | 427,529 | 880,981 | 329.51 MiB |11 seconds| 4 seconds | 1023.96 MiB| +|2012| Scotland/highlands-and-islands | 78 | 136,249 | 305,988 | 140.72 MiB |56 seconds| 1 second | 451.01 MiB | +|2020| Scotland/highlands-and-islands | 78 | 144,639 | 307,886 | 140.39 MiB |57 seconds| 1 second | 447.70 MiB | +|2022| Scotland/highlands-and-islands | 78 | 145,837 | 307,923 | 139.70 MiB |57 seconds| 1 second | 445.96 MiB | +|2032| Scotland/highlands-and-islands | 78 | 149,761 | 305,422 | 135.12 MiB |56 seconds| 1 second | 434.37 MiB | +|2039| Scotland/highlands-and-islands | 78 | 150,652 | 301,591 | 133.25 MiB |56 seconds| 1 second | 430.68 MiB | +|2012| Scotland/lanarkshire | 160 | 287,147 | 654,563 | 258.58 MiB |11 seconds| 2 seconds | 903.22 MiB | +|2020| Scotland/lanarkshire | 160 | 302,111 | 661,042 | 261.24 MiB |11 seconds| 2 seconds | 906.74 MiB | +|2022| Scotland/lanarkshire | 160 | 305,554 | 662,692 | 261.37 MiB |11 seconds| 2 seconds | 907.35 MiB | +|2032| Scotland/lanarkshire | 160 | 318,581 | 667,589 | 257.31 MiB |11 seconds| 2 seconds | 895.50 MiB | +|2039| Scotland/lanarkshire | 160 | 324,614 | 666,795 | 254.59 MiB |11 seconds| 2 seconds | 887.40 MiB | +|2012| Scotland/north-east | 132 | 250,789 | 587,273 | 228.59 MiB |14 seconds| 2 seconds | 795.80 MiB | +|2020| Scotland/north-east | 132 | 267,964 | 586,245 | 230.01 MiB |14 seconds| 2 seconds | 841.08 MiB | +|2022| Scotland/north-east | 132 | 271,745 | 587,957 | 230.81 MiB |14 seconds| 2 seconds | 842.86 MiB | +|2032| Scotland/north-east | 132 | 287,988 | 594,876 | 228.56 MiB |14 seconds| 2 seconds | 836.51 MiB | +|2039| Scotland/north-east | 132 | 297,440 | 594,445 | 226.47 MiB |14 seconds| 2 seconds | 830.82 MiB | +|2012| Scotland/renfrewshire-and-inverclyde | 55 | 119,057 | 254,125 | 99.98 MiB | 5 seconds| 1 second | 293.66 MiB | +|2020| Scotland/renfrewshire-and-inverclyde | 55 | 124,460 | 256,040 | 100.44 MiB | 5 seconds| 1 second | 293.33 MiB | +|2022| Scotland/renfrewshire-and-inverclyde | 55 | 125,450 | 256,087 | 100.34 MiB | 5 seconds| 1 second | 293.55 MiB | +|2032| Scotland/renfrewshire-and-inverclyde | 55 | 129,185 | 255,008 | 97.93 MiB | 5 seconds| 1 second | 287.17 MiB | +|2039| Scotland/renfrewshire-and-inverclyde | 55 | 131,507 | 252,677 | 96.59 MiB | 5 seconds| 1 second | 306.43 MiB | +|2012| Scotland/tayside | 92 | 186,890 | 414,921 | 162.38 MiB |10 seconds| 1 second | 513.43 MiB | +|2020| Scotland/tayside | 92 | 195,140 | 416,793 | 162.39 MiB |10 seconds| 1 second | 510.25 MiB | +|2022| Scotland/tayside | 92 | 197,192 | 416,846 | 162.22 MiB |10 seconds| 1 second | 510.05 MiB | +|2032| Scotland/tayside | 92 | 205,693 | 415,175 | 158.45 MiB |10 seconds| 1 second | 501.29 MiB | +|2039| Scotland/tayside | 92 | 210,290 | 411,445 | 156.35 MiB |10 seconds| 1 second | 497.39 MiB | +|2012|Scotland/the-lothians-and-scottish-borders| 111 | 205,879 | 482,896 | 194.90 MiB |12 seconds| 2 seconds | 580.86 MiB | +|2020|Scotland/the-lothians-and-scottish-borders| 111 | 223,446 | 501,223 | 201.50 MiB |12 seconds| 2 seconds | 590.52 MiB | +|2022|Scotland/the-lothians-and-scottish-borders| 111 | 227,783 | 507,880 | 203.76 MiB |12 seconds| 2 seconds | 595.27 MiB | +|2032|Scotland/the-lothians-and-scottish-borders| 111 | 246,603 | 537,145 | 210.28 MiB |12 seconds| 2 seconds | 761.01 MiB | +|2039|Scotland/the-lothians-and-scottish-borders| 111 | 257,299 | 552,545 | 214.47 MiB |12 seconds| 2 seconds | 767.17 MiB | +|2012| Wales/bridgend-and-neath-port-talbot | 38 | 119,725 | 283,159 | 108.22 MiB | 4 seconds| 1 second | 382.14 MiB | +|2020| Wales/bridgend-and-neath-port-talbot | 38 | 123,909 | 289,896 | 111.11 MiB | 4 seconds| 1 second | 387.34 MiB | +|2022| Wales/bridgend-and-neath-port-talbot | 38 | 124,921 | 292,227 | 111.51 MiB | 4 seconds| 1 second | 387.62 MiB | +|2032| Wales/bridgend-and-neath-port-talbot | 38 | 128,601 | 301,529 | 113.58 MiB | 4 seconds| 1 second | 390.72 MiB | +|2039| Wales/bridgend-and-neath-port-talbot | 38 | 129,740 | 307,260 | 114.33 MiB | 4 seconds| 1 second | 391.18 MiB | +|2012| Wales/cardiff-and-vale-of-glamorgan | 63 | 199,208 | 484,182 | 187.22 MiB | 5 seconds| 1 second | 558.11 MiB | +|2020| Wales/cardiff-and-vale-of-glamorgan | 63 | 214,676 | 499,272 | 194.75 MiB | 5 seconds| 1 second | 572.81 MiB | +|2022| Wales/cardiff-and-vale-of-glamorgan | 63 | 218,981 | 502,763 | 196.15 MiB | 5 seconds| 1 second | 575.96 MiB | +|2032| Wales/cardiff-and-vale-of-glamorgan | 63 | 240,112 | 522,526 | 199.47 MiB | 5 seconds| 1 second | 577.76 MiB | +|2039| Wales/cardiff-and-vale-of-glamorgan | 63 | 254,162 | 531,549 | 201.86 MiB | 6 seconds| 1 second | 737.22 MiB | +|2012| Wales/central-valleys | 38 | 124,691 | 296,581 | 115.15 MiB | 4 seconds| 1 second | 396.09 MiB | +|2020| Wales/central-valleys | 38 | 130,072 | 301,907 | 117.77 MiB | 4 seconds| 1 second | 400.86 MiB | +|2022| Wales/central-valleys | 38 | 131,383 | 303,557 | 118.40 MiB | 4 seconds| 1 second | 424.36 MiB | +|2032| Wales/central-valleys | 38 | 136,404 | 310,032 | 118.04 MiB | 4 seconds| 1 second | 421.02 MiB | +|2039| Wales/central-valleys | 38 | 138,735 | 314,703 | 119.17 MiB | 4 seconds| 1 second | 422.91 MiB | +|2012| Wales/conwy-and-denbighshire | 30 | 92,732 | 211,205 | 80.51 MiB | 4 seconds| 1 second | 251.37 MiB | +|2020| Wales/conwy-and-denbighshire | 30 | 95,314 | 213,302 | 81.57 MiB | 4 seconds| 1 second | 253.52 MiB | +|2022| Wales/conwy-and-denbighshire | 30 | 95,881 | 214,182 | 81.86 MiB | 4 seconds| 1 second | 254.11 MiB | +|2032| Wales/conwy-and-denbighshire | 30 | 97,683 | 218,122 | 81.12 MiB | 4 seconds| 1 second | 251.06 MiB | +|2039| Wales/conwy-and-denbighshire | 30 | 97,687 | 220,933 | 80.93 MiB | 4 seconds| 1 second | 249.66 MiB | +|2012| Wales/flintshire-and-wrexham | 38 | 122,180 | 288,696 | 113.33 MiB | 4 seconds| 1 second | 393.53 MiB | +|2020| Wales/flintshire-and-wrexham | 38 | 127,660 | 292,056 | 114.59 MiB | 4 seconds| 1 second | 395.17 MiB | +|2022| Wales/flintshire-and-wrexham | 38 | 129,007 | 292,644 | 115.04 MiB | 4 seconds| 1 second | 396.45 MiB | +|2032| Wales/flintshire-and-wrexham | 38 | 134,527 | 292,817 | 112.38 MiB | 4 seconds| 1 second | 410.81 MiB | +|2039| Wales/flintshire-and-wrexham | 38 | 136,425 | 293,540 | 112.23 MiB | 4 seconds| 1 second | 410.67 MiB | +|2012| Wales/gwent-valleys | 46 | 144,178 | 341,543 | 132.18 MiB | 4 seconds| 1 second | 450.92 MiB | +|2020| Wales/gwent-valleys | 46 | 148,386 | 344,566 | 132.84 MiB | 4 seconds| 1 second | 450.78 MiB | +|2022| Wales/gwent-valleys | 46 | 149,374 | 345,498 | 132.73 MiB | 4 seconds| 1 second | 450.12 MiB | +|2032| Wales/gwent-valleys | 46 | 151,842 | 347,976 | 130.51 MiB | 4 seconds| 1 second | 442.75 MiB | +|2039| Wales/gwent-valleys | 46 | 151,729 | 350,397 | 130.60 MiB | 4 seconds| 1 second | 442.92 MiB | +|2012| Wales/gwynedd | 17 | 52,926 | 122,595 | 48.30 MiB | 3 seconds| 1 second | 141.40 MiB | +|2020| Wales/gwynedd | 17 | 55,064 | 124,569 | 49.30 MiB | 3 seconds| 1 second | 143.64 MiB | +|2022| Wales/gwynedd | 17 | 55,683 | 125,030 | 49.22 MiB | 3 seconds| 1 second | 143.38 MiB | +|2032| Wales/gwynedd | 17 | 58,372 | 128,844 | 49.83 MiB | 3 seconds| 1 second | 143.73 MiB | +|2039| Wales/gwynedd | 17 | 59,746 | 130,948 | 50.66 MiB | 3 seconds| 1 second | 145.55 MiB | +|2012| Wales/isle-of-anglesey | 9 | 30,797 | 69,919 | 27.65 MiB | 3 seconds| 1 second | 96.69 MiB | +|2020| Wales/isle-of-anglesey | 9 | 31,366 | 69,845 | 27.85 MiB | 3 seconds| 1 second | 97.28 MiB | +|2022| Wales/isle-of-anglesey | 9 | 31,488 | 69,864 | 27.91 MiB | 3 seconds| 1 second | 97.60 MiB | +|2032| Wales/isle-of-anglesey | 9 | 31,601 | 69,502 | 27.10 MiB | 3 seconds| 1 second | 95.40 MiB | +|2039| Wales/isle-of-anglesey | 9 | 31,337 | 69,423 | 26.91 MiB | 3 seconds| 1 second | 95.26 MiB | +|2012| Wales/monmouthshire-and-newport | 31 | 100,402 | 240,491 | 94.45 MiB | 4 seconds| 1 second | 280.30 MiB | +|2020| Wales/monmouthshire-and-newport | 31 | 104,394 | 250,185 | 98.12 MiB | 4 seconds| 1 second | 286.88 MiB | +|2022| Wales/monmouthshire-and-newport | 31 | 105,481 | 253,282 | 99.28 MiB | 4 seconds| 1 second | 288.93 MiB | +|2032| Wales/monmouthshire-and-newport | 31 | 109,752 | 265,785 | 102.22 MiB | 4 seconds| 1 second | 371.30 MiB | +|2039| Wales/monmouthshire-and-newport | 31 | 111,246 | 273,319 | 103.91 MiB | 4 seconds| 1 second | 373.72 MiB | +|2012| Wales/powys | 19 | 59,028 | 132,725 | 51.23 MiB | 4 seconds| 1 second | 184.96 MiB | +|2020| Wales/powys | 19 | 59,972 | 132,328 | 50.62 MiB | 4 seconds| 1 second | 183.27 MiB | +|2022| Wales/powys | 19 | 60,190 | 132,467 | 50.48 MiB | 4 seconds| 1 second | 182.78 MiB | +|2032| Wales/powys | 19 | 59,586 | 133,010 | 49.65 MiB | 4 seconds| 1 second | 180.54 MiB | +|2039| Wales/powys | 19 | 57,969 | 133,514 | 49.37 MiB | 4 seconds| 1 second | 179.70 MiB | +|2012| Wales/south-west-wales | 50 | 165,004 | 383,260 | 145.80 MiB | 5 seconds| 1 second | 474.24 MiB | +|2020| Wales/south-west-wales | 50 | 170,327 | 385,937 | 146.54 MiB | 5 seconds| 1 second | 474.39 MiB | +|2022| Wales/south-west-wales | 50 | 171,623 | 386,901 | 147.01 MiB | 5 seconds| 1 second | 476.02 MiB | +|2032| Wales/south-west-wales | 50 | 175,897 | 392,107 | 145.21 MiB | 5 seconds| 1 second | 469.23 MiB | +|2039| Wales/south-west-wales | 50 | 176,482 | 394,303 | 144.54 MiB | 5 seconds| 1 second | 467.40 MiB | +|2012| Wales/swansea | 31 | 104,423 | 242,128 | 93.14 MiB | 4 seconds| 1 second | 276.08 MiB | +|2020| Wales/swansea | 31 | 110,304 | 247,820 | 95.76 MiB | 4 seconds| 1 second | 281.31 MiB | +|2022| Wales/swansea | 31 | 111,940 | 249,098 | 96.15 MiB | 4 seconds| 1 second | 282.09 MiB | +|2032| Wales/swansea | 31 | 119,141 | 257,653 | 98.32 MiB | 4 seconds| 1 second | 285.46 MiB | +|2039| Wales/swansea | 31 | 123,450 | 262,306 | 99.97 MiB | 4 seconds| 1 second | 366.54 MiB | +|2012| special/birmingham | 132 | 410,243 | 1,104,216| 450.75 MiB |14 seconds| 5 seconds | 1.55 GiB | +|2020| special/birmingham | 132 | 429,124 | 1,148,426| 470.60 MiB |14 seconds| 5 seconds | 1.59 GiB | +|2022| special/birmingham | 132 | 434,527 | 1,156,702| 473.72 MiB |15 seconds| 5 seconds | 1.59 GiB | +|2032| special/birmingham | 132 | 467,993 | 1,198,716| 479.63 MiB |15 seconds| 5 seconds | 1.59 GiB | +|2039| special/birmingham | 132 | 492,029 | 1,230,211| 489.58 MiB |16 seconds| 5 seconds | 1.61 GiB | +|2012| special/liverpool | 61 | 207,217 | 479,774 | 182.06 MiB | 7 seconds| 1 second | 538.83 MiB | +|2020| special/liverpool | 61 | 224,431 | 503,264 | 193.74 MiB | 7 seconds| 1 second | 562.01 MiB | +|2022| special/liverpool | 61 | 241,366 | 536,264 | 206.67 MiB | 7 seconds| 1 second | 742.97 MiB | +|2032| special/liverpool | 61 | 241,366 | 536,264 | 206.67 MiB | 7 seconds| 1 second | 742.97 MiB | +|2039| special/liverpool | 61 | 251,435 | 549,857 | 211.22 MiB | 7 seconds| 1 second | 751.45 MiB | +|2012| special/manchester | 57 | 204,775 | 525,548 | 207.38 MiB |10 seconds| 2 seconds | 752.26 MiB | +|2020| special/manchester | 57 | 220,664 | 551,613 | 221.09 MiB |10 seconds| 2 seconds | 780.27 MiB | +|2022| special/manchester | 57 | 241,262 | 576,313 | 226.35 MiB |10 seconds| 2 seconds | 785.85 MiB | +|2032| special/manchester | 57 | 241,262 | 576,313 | 226.35 MiB |10 seconds| 2 seconds | 785.84 MiB | +|2039| special/manchester | 57 | 253,464 | 589,904 | 230.46 MiB |11 seconds| 2 seconds | 793.05 MiB | +|2012| special/northwest_transpennine | 829 | 2,653,096 | 6,416,497| 2.45 GiB | 3 minutes| 2 minutes | 7.74 GiB | +|2020| special/northwest_transpennine | 829 | 2,788,624 | 6,616,117| 2.56 GiB | 3 minutes| 2 minutes | 7.95 GiB | +|2022| special/northwest_transpennine | 829 | 2,960,285 | 6,908,374| 2.62 GiB | 3 minutes| 2 minutes | 8.02 GiB | +|2032| special/northwest_transpennine | 829 | 2,960,285 | 6,908,374| 2.62 GiB | 3 minutes| 2 minutes | 8.02 GiB | +|2039| special/northwest_transpennine | 829 | 3,058,114 | 7,059,122| 2.66 GiB | 3 minutes| 2 minutes | 8.09 GiB | +|2012| special/oxford | 18 | 55,081 | 154,065 | 61.14 MiB | 4 seconds| 1 second | 207.79 MiB | +|2020| special/oxford | 18 | 55,235 | 153,045 | 61.53 MiB | 4 seconds| 1 second | 208.41 MiB | +|2022| special/oxford | 18 | 56,840 | 149,534 | 58.11 MiB | 4 seconds| 1 second | 199.69 MiB | +|2032| special/oxford | 18 | 56,840 | 149,534 | 58.11 MiB | 4 seconds| 1 second | 199.69 MiB | +|2039| special/oxford | 18 | 58,038 | 147,239 | 56.67 MiB | 4 seconds| 1 second | 196.62 MiB | +|2012| special/oxford_cambridge_arc | 353 | 1,112,235 | 2,828,466| 1.08 GiB |40 seconds| 21 seconds | 3.61 GiB | +|2020| special/oxford_cambridge_arc | 353 | 1,199,021 | 2,950,743| 1.14 GiB |41 seconds| 21 seconds | 3.73 GiB | +|2022| special/oxford_cambridge_arc | 353 | 1,296,471 | 3,107,289| 1.17 GiB |43 seconds| 22 seconds | 3.77 GiB | +|2032| special/oxford_cambridge_arc | 353 | 1,314,402 | 3,122,071| 1.17 GiB |43 seconds| 22 seconds | 3.76 GiB | +|2039| special/oxford_cambridge_arc | 353 | 1,372,547 | 3,189,664| 1.18 GiB |44 seconds| 23 seconds | 3.78 GiB | Notes: @@ -308,6 +404,6 @@ Notes: - The total `runtime` is usually dominated by matching workers to businesses, so `commuting_runtime` gives a breakdown - Measuring memory usage of Linux processes isn't straightforward, so `memory_usage` should just be a guide - These measurements were all taken on one developer's laptop, and they don't represent multiple runs. This table just aims to give a general sense of how long running takes. - - That machine has 24 cores, which matters for the parallelized commuting calculation. + - That machine has 10 cores, which matters for the parallelized commuting calculation. - The time *usually* doesn't include downloading or decompressing raw data. For some areas, it might! - `scripts/collect_stats.py` produces the table above From 3cf2f6ea9db0ca1f283c16086e497fd715e55458 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 20 Jul 2023 10:16:43 +0100 Subject: [PATCH 34/46] Refine upload script --- scripts/upload_data.sh | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/scripts/upload_data.sh b/scripts/upload_data.sh index 0e28ca4..245d3bd 100755 --- a/scripts/upload_data.sh +++ b/scripts/upload_data.sh @@ -11,6 +11,11 @@ if [ "$VERSION" == "" ]; then exit 1 fi +if [ "$SAS_TOKEN" == "" ]; then + echo Get a SAS token for access authorization. + exit 1 +fi + # This modifies the local copy of data/output in-place, then undoes that later. # Feel free to copy everything before starting this script, if you have that # much space and are paranoid about not undoing something properly. @@ -19,7 +24,11 @@ mv data/output $VERSION gzip -rv $VERSION echo Uploading -az storage blob upload-batch --account-name ramp0storage -d spc-output/$VERSION -s $VERSION/ +az storage blob upload-batch \ + --sas-token $SAS_TOKEN \ + --account-name ramp0storage \ + -d spc-output/$VERSION \ + -s $VERSION/ # Generate URLs for docs/outputs.qmd cd $VERSION From dace5e773f8bcefe04e97e7019e5030d770789e5 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Thu, 20 Jul 2023 10:36:27 +0100 Subject: [PATCH 35/46] Update file path for county data OSM, remove SAS token option from download --- src/init/raw_data.rs | 14 ++++---------- 1 file changed, 4 insertions(+), 10 deletions(-) diff --git a/src/init/raw_data.rs b/src/init/raw_data.rs index 1322414..9088cd1 100644 --- a/src/init/raw_data.rs +++ b/src/init/raw_data.rs @@ -53,11 +53,7 @@ pub async fn grab_raw_data(input: &Input) -> Result { results.population_files.push(gunzip( download_file( &format!("countydata-v2-1/{country}/{}", input.year), - format!( - "pop_{area}_{}.csv.gz{}", - input.year, - std::env::var("SAS_TOKEN").unwrap_or_default() - ), + format!("pop_{area}_{}.csv.gz", input.year,), ) .await?, )?); @@ -66,12 +62,12 @@ pub async fn grab_raw_data(input: &Input) -> Result { for osm_url in osm_needed { let zip_path = download( &osm_url, - format!("data/raw_data/countydata-v2/OSM/{}", filename(&osm_url)), + format!("data/raw_data/countydata-v2-1/OSM/{}", filename(&osm_url)), ) .await?; // TODO .shp.zip, so we have to do basename twice let output_dir = format!( - "data/raw_data/countydata-v2/OSM/{}/", + "data/raw_data/countydata-v2-1/OSM/{}/", basename(basename(&osm_url)) ); unzip(zip_path, &output_dir)?; @@ -124,9 +120,7 @@ async fn download_file>(dir: &str, file: P) -> Result { let file = file.as_ref(); download( azure.join(dir).join(file), - Path::new("data/raw_data") - .join(dir) - .join(file.split('?').next().unwrap()), + Path::new("data/raw_data").join(dir).join(file), ) .await } From 8ce7b9f08d94268c9f726ec9a2c1dbb0c290b2fc Mon Sep 17 00:00:00 2001 From: Hadrien Salat Date: Thu, 20 Jul 2023 21:28:20 +0100 Subject: [PATCH 36/46] Update outputs.qmd --- docs/outputs.qmd | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/docs/outputs.qmd b/docs/outputs.qmd index e2cb95f..bf11988 100644 --- a/docs/outputs.qmd +++ b/docs/outputs.qmd @@ -10,8 +10,9 @@ different list of MSOAs, [see here](custom_areas.qmd). One of the advantages of using SPC is that help researches to mimic the population characteristics and its iterations through multiples years (see for more details). So you can replicate what the population might look like across multiple periods of time. Initially check what country you would like to explore, then pick the year to get the outcome file. In case you want to explore it and see how does the data look like, and what attributes are included, load the output in our [SPC Explorer](https://alan-turing-institute.github.io/uatk-spc/app/) and get inspired about the potential applications you could co-create using these outcomes. -- [England](england_outputs.qmd) (Available years: 2012, 2020, 2022, 2039) -- [Wales](wales_outputs.qmd) (Available years: 2012, 2020, 2022, 2039) +- [England](england_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) +- [Wales](wales_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) +- [Scotland](scotland_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) We also included some special areas for your testing: @@ -61,4 +62,4 @@ update. - Buckinghamshire (E06000060) - Leicestershire (E07000135) - Suffolk (E07000244 & E07000245) - - Somerset (E07000246) \ No newline at end of file + - Somerset (E07000246) From b888a0b74357ba1d1d4170fb1e8b72b512eb4710 Mon Sep 17 00:00:00 2001 From: Hadrien Salat Date: Thu, 20 Jul 2023 21:44:15 +0100 Subject: [PATCH 37/46] Update england_outputs.qmd --- docs/england_outputs.qmd | 92 ++++++++++++++++++++-------------------- 1 file changed, 46 insertions(+), 46 deletions(-) diff --git a/docs/england_outputs.qmd b/docs/england_outputs.qmd index 9c10911..be36323 100644 --- a/docs/england_outputs.qmd +++ b/docs/england_outputs.qmd @@ -14,16 +14,16 @@ The counties of England are in this context the lieutenancy areas, often referre - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cheshire.pb.gz) - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cornwall.pb.gz) - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cumbria.pb.gz) - - [England/2012/derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/derbyshire.pb.gz) + - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/derbyshire.pb.gz) - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/devon.pb.gz) - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/durham.pb.gz) - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/east-sussex.pb.gz) - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/east-yorkshire-with-hull.pb.gz) - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/essex.pb.gz) - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/greater-london.pb.gz) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/greater-manchester.pb.gz) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/hampshire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/hampshire.pb.gz) (Southampton) - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/herefordshire.pb.gz) - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/hertfordshire.pb.gz) - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/isle-of-wight.pb.gz) @@ -31,25 +31,25 @@ The counties of England are in this context the lieutenancy areas, often referre - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/lancashire.pb.gz) - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/leicestershire.pb.gz) - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/merseyside.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/merseyside.pb.gz) (Liverpool) - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/norfolk.pb.gz) - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/northumberland.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/northumberland.pb.gz) (Newcastle) - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/nottinghamshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/nottinghamshire.pb.gz) (Nottingham) - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/oxfordshire.pb.gz) - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/rutland.pb.gz) - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/shropshire.pb.gz) - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/south-yorkshire.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/south-yorkshire.pb.gz) (Sheffield) - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/staffordshire.pb.gz) - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/suffolk.pb.gz) - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/surrey.pb.gz) - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/tyne-and-wear.pb.gz) - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-midlands.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-midlands.pb.gz) (Birmingham) - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-yorkshire.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-yorkshire.pb.gz) (Leeds) - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/wiltshire.pb.gz) - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/worcestershire.pb.gz) @@ -69,9 +69,9 @@ The counties of England are in this context the lieutenancy areas, often referre - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/east-yorkshire-with-hull.pb.gz) - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/essex.pb.gz) - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/greater-london.pb.gz) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/greater-manchester.pb.gz) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/hampshire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/hampshire.pb.gz) (Southampton) - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/herefordshire.pb.gz) - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/hertfordshire.pb.gz) - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/isle-of-wight.pb.gz) @@ -79,25 +79,25 @@ The counties of England are in this context the lieutenancy areas, often referre - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/lancashire.pb.gz) - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/leicestershire.pb.gz) - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/merseyside.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/merseyside.pb.gz) (Liverpool) - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/norfolk.pb.gz) - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/northumberland.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/northumberland.pb.gz) (Newcastle) - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/nottinghamshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/nottinghamshire.pb.gz) (Nottingham) - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/oxfordshire.pb.gz) - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/rutland.pb.gz) - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/shropshire.pb.gz) - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/south-yorkshire.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/south-yorkshire.pb.gz) (Sheffield) - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/staffordshire.pb.gz) - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/suffolk.pb.gz) - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/surrey.pb.gz) - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/tyne-and-wear.pb.gz) - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-midlands.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-midlands.pb.gz) (Birmingham) - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-yorkshire.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-yorkshire.pb.gz) (Leeds) - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/wiltshire.pb.gz) - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/worcestershire.pb.gz) @@ -118,9 +118,9 @@ The counties of England are in this context the lieutenancy areas, often referre - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/east-yorkshire-with-hull.pb.gz) - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/essex.pb.gz) - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/greater-london.pb.gz) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/greater-manchester.pb.gz) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/hampshire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/hampshire.pb.gz) (Southampton) - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/herefordshire.pb.gz) - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/hertfordshire.pb.gz) - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/isle-of-wight.pb.gz) @@ -128,25 +128,25 @@ The counties of England are in this context the lieutenancy areas, often referre - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/lancashire.pb.gz) - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/leicestershire.pb.gz) - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/merseyside.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/merseyside.pb.gz) (Liverpool) - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/norfolk.pb.gz) - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/northumberland.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/northumberland.pb.gz) (Newcastle) - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/north-yorkshire.pb.gz) - - [England/2022/nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/nottinghamshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/nottinghamshire.pb.gz) (Nottingham) - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/oxfordshire.pb.gz) - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/rutland.pb.gz) - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/shropshire.pb.gz) - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/south-yorkshire.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/south-yorkshire.pb.gz) (Sheffield) - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/staffordshire.pb.gz) - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/suffolk.pb.gz) - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/surrey.pb.gz) - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/tyne-and-wear.pb.gz) - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-midlands.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-midlands.pb.gz) (Birmingham) - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-yorkshire.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-yorkshire.pb.gz) (Leeds) - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/wiltshire.pb.gz) - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/worcestershire.pb.gz) @@ -166,9 +166,9 @@ The counties of England are in this context the lieutenancy areas, often referre - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/east-yorkshire-with-hull.pb.gz) - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/essex.pb.gz) - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/greater-london.pb.gz) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/greater-manchester.pb.gz) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/hampshire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/hampshire.pb.gz) (Southampton) - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/herefordshire.pb.gz) - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/hertfordshire.pb.gz) - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/isle-of-wight.pb.gz) @@ -176,25 +176,25 @@ The counties of England are in this context the lieutenancy areas, often referre - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/lancashire.pb.gz) - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/leicestershire.pb.gz) - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/merseyside.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/merseyside.pb.gz) (Liverpool) - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/norfolk.pb.gz) - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/northumberland.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/northumberland.pb.gz) (Newcastle) - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/nottinghamshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/nottinghamshire.pb.gz) (Nottingham) - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/oxfordshire.pb.gz) - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/rutland.pb.gz) - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/shropshire.pb.gz) - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/south-yorkshire.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/south-yorkshire.pb.gz) (Sheffield) - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/staffordshire.pb.gz) - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/suffolk.pb.gz) - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/surrey.pb.gz) - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/tyne-and-wear.pb.gz) - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-midlands.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-midlands.pb.gz) (Birmingham) - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-yorkshire.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-yorkshire.pb.gz) (Leeds) - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/wiltshire.pb.gz) - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/worcestershire.pb.gz) @@ -215,9 +215,9 @@ The counties of England are in this context the lieutenancy areas, often referre - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/east-yorkshire-with-hull.pb.gz) - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/essex.pb.gz) - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/greater-london.pb.gz) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/greater-manchester.pb.gz) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/hampshire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/hampshire.pb.gz) (Southampton) - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/herefordshire.pb.gz) - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/hertfordshire.pb.gz) - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/isle-of-wight.pb.gz) @@ -225,25 +225,25 @@ The counties of England are in this context the lieutenancy areas, often referre - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/lancashire.pb.gz) - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/leicestershire.pb.gz) - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/merseyside.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/merseyside.pb.gz) (Liverpool) - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/norfolk.pb.gz) - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/northumberland.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/northumberland.pb.gz) (Newcastle) - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/nottinghamshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/nottinghamshire.pb.gz) (Nottingham) - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/oxfordshire.pb.gz) - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/rutland.pb.gz) - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/shropshire.pb.gz) - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/south-yorkshire.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/south-yorkshire.pb.gz) (Sheffield) - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/staffordshire.pb.gz) - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/suffolk.pb.gz) - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/surrey.pb.gz) - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/tyne-and-wear.pb.gz) - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-midlands.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-midlands.pb.gz) (Birmingham) - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-yorkshire.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-yorkshire.pb.gz) (Leeds) - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/wiltshire.pb.gz) - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/worcestershire.pb.gz) From fb9434f473d1785c5e648a39a520f407cc153fe8 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Fri, 21 Jul 2023 09:23:08 +0100 Subject: [PATCH 38/46] Add dorset --- docs/england_outputs.qmd | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/docs/england_outputs.qmd b/docs/england_outputs.qmd index be36323..22ae860 100644 --- a/docs/england_outputs.qmd +++ b/docs/england_outputs.qmd @@ -16,6 +16,7 @@ The counties of England are in this context the lieutenancy areas, often referre - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cumbria.pb.gz) - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/derbyshire.pb.gz) - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/devon.pb.gz) + - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/dorset.pb.gz) - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/durham.pb.gz) - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/east-sussex.pb.gz) - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/east-yorkshire-with-hull.pb.gz) @@ -63,6 +64,7 @@ The counties of England are in this context the lieutenancy areas, often referre - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/cornwall.pb.gz) - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/cumbria.pb.gz) - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/derbyshire.pb.gz) + - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/dorset.pb.gz) - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/devon.pb.gz) - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/durham.pb.gz) - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/east-sussex.pb.gz) @@ -112,6 +114,7 @@ The counties of England are in this context the lieutenancy areas, often referre - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/cornwall.pb.gz) - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/cumbria.pb.gz) - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/derbyshire.pb.gz) + - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/dorset.pb.gz) - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/devon.pb.gz) - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/durham.pb.gz) - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/east-sussex.pb.gz) @@ -161,6 +164,7 @@ The counties of England are in this context the lieutenancy areas, often referre - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/cumbria.pb.gz) - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/derbyshire.pb.gz) - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/devon.pb.gz) + - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/dorset.pb.gz) - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/durham.pb.gz) - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/east-sussex.pb.gz) - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/east-yorkshire-with-hull.pb.gz) @@ -210,6 +214,7 @@ The counties of England are in this context the lieutenancy areas, often referre - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/cumbria.pb.gz) - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/derbyshire.pb.gz) - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/devon.pb.gz) + - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/dorset.pb.gz) - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/durham.pb.gz) - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/east-sussex.pb.gz) - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/east-yorkshire-with-hull.pb.gz) From 5077c96d6a4c122935c595001270433bb48124ed Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Fri, 21 Jul 2023 09:24:55 +0100 Subject: [PATCH 39/46] Update URLs to v2.1 and add new areas --- docs/england_outputs.qmd | 460 +++++++++++++++++++------------------- docs/outputs.qmd | 13 +- docs/scotland_outputs.qmd | 74 +++++- docs/wales_outputs.qmd | 124 +++++----- 4 files changed, 366 insertions(+), 305 deletions(-) diff --git a/docs/england_outputs.qmd b/docs/england_outputs.qmd index 22ae860..0d91015 100644 --- a/docs/england_outputs.qmd +++ b/docs/england_outputs.qmd @@ -6,251 +6,251 @@ toc: true The counties of England are in this context the lieutenancy areas, often referred to as ceremonial counties. There are officially 48 of them, although we have chosen to include the City of London within Greater London in our release. Check the year you would like to explore and pick the corresponding file based on the region you are interested. Remember if you want to explore the data you can load the output in our [SPC explorer](https://alan-turing-institute.github.io/uatk-spc/app/) - 2012: - - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/bedfordshire.pb.gz) - - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/berkshire.pb.gz) - - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/bristol.pb.gz) - - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/buckinghamshire.pb.gz) - - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cambridgeshire.pb.gz) - - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cheshire.pb.gz) - - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cornwall.pb.gz) - - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/cumbria.pb.gz) - - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/derbyshire.pb.gz) - - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/devon.pb.gz) + - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/bedfordshire.pb.gz) + - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/berkshire.pb.gz) + - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/bristol.pb.gz) + - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/buckinghamshire.pb.gz) + - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/cambridgeshire.pb.gz) + - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/cheshire.pb.gz) + - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/cornwall.pb.gz) + - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/cumbria.pb.gz) + - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/derbyshire.pb.gz) + - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/devon.pb.gz) - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/dorset.pb.gz) - - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/durham.pb.gz) - - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/east-sussex.pb.gz) - - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/east-yorkshire-with-hull.pb.gz) - - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/essex.pb.gz) - - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/greater-london.pb.gz) (London) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/greater-manchester.pb.gz) (Manchester) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/hampshire.pb.gz) (Southampton) - - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/herefordshire.pb.gz) - - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/hertfordshire.pb.gz) - - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/isle-of-wight.pb.gz) - - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/kent.pb.gz) - - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/lancashire.pb.gz) - - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/leicestershire.pb.gz) - - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/merseyside.pb.gz) (Liverpool) - - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/norfolk.pb.gz) - - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/northumberland.pb.gz) (Newcastle) - - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/nottinghamshire.pb.gz) (Nottingham) - - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/oxfordshire.pb.gz) - - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/rutland.pb.gz) - - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/shropshire.pb.gz) - - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/south-yorkshire.pb.gz) (Sheffield) - - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/staffordshire.pb.gz) - - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/suffolk.pb.gz) - - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/surrey.pb.gz) - - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/tyne-and-wear.pb.gz) - - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-midlands.pb.gz) (Birmingham) - - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/west-yorkshire.pb.gz) (Leeds) - - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/wiltshire.pb.gz) - - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2012/worcestershire.pb.gz) + - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/durham.pb.gz) + - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/east-sussex.pb.gz) + - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/east-yorkshire-with-hull.pb.gz) + - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/essex.pb.gz) + - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/gloucestershire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/hampshire.pb.gz) (Southampton) + - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/herefordshire.pb.gz) + - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/hertfordshire.pb.gz) + - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/isle-of-wight.pb.gz) + - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/kent.pb.gz) + - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/lancashire.pb.gz) + - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/leicestershire.pb.gz) + - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/lincolnshire.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/merseyside.pb.gz) (Liverpool) + - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/norfolk.pb.gz) + - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/northamptonshire.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/northumberland.pb.gz) (Newcastle) + - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/north-yorkshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/nottinghamshire.pb.gz) (Nottingham) + - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/oxfordshire.pb.gz) + - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/rutland.pb.gz) + - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/shropshire.pb.gz) + - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/somerset.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/south-yorkshire.pb.gz) (Sheffield) + - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/staffordshire.pb.gz) + - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/suffolk.pb.gz) + - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/surrey.pb.gz) + - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/tyne-and-wear.pb.gz) + - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/warwickshire.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/west-midlands.pb.gz) (Birmingham) + - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/west-sussex.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/west-yorkshire.pb.gz) (Leeds) + - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/wiltshire.pb.gz) + - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2012/worcestershire.pb.gz) - 2020: - - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/bedfordshire.pb.gz) - - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/berkshire.pb.gz) - - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/bristol.pb.gz) - - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/buckinghamshire.pb.gz) - - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/cambridgeshire.pb.gz) - - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/cheshire.pb.gz) - - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/cornwall.pb.gz) - - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/cumbria.pb.gz) - - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/derbyshire.pb.gz) + - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/bedfordshire.pb.gz) + - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/berkshire.pb.gz) + - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/bristol.pb.gz) + - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/buckinghamshire.pb.gz) + - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/cambridgeshire.pb.gz) + - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/cheshire.pb.gz) + - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/cornwall.pb.gz) + - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/cumbria.pb.gz) + - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/derbyshire.pb.gz) - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/dorset.pb.gz) - - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/devon.pb.gz) - - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/durham.pb.gz) - - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/east-sussex.pb.gz) - - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/east-yorkshire-with-hull.pb.gz) - - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/essex.pb.gz) - - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/greater-london.pb.gz) (London) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/greater-manchester.pb.gz) (Manchester) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/hampshire.pb.gz) (Southampton) - - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/herefordshire.pb.gz) - - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/hertfordshire.pb.gz) - - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/isle-of-wight.pb.gz) - - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/kent.pb.gz) - - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/lancashire.pb.gz) - - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/leicestershire.pb.gz) - - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/merseyside.pb.gz) (Liverpool) - - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/norfolk.pb.gz) - - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/northumberland.pb.gz) (Newcastle) - - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/nottinghamshire.pb.gz) (Nottingham) - - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/oxfordshire.pb.gz) - - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/rutland.pb.gz) - - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/shropshire.pb.gz) - - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/south-yorkshire.pb.gz) (Sheffield) - - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/staffordshire.pb.gz) - - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/suffolk.pb.gz) - - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/surrey.pb.gz) - - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/tyne-and-wear.pb.gz) - - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-midlands.pb.gz) (Birmingham) - - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/west-yorkshire.pb.gz) (Leeds) - - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/wiltshire.pb.gz) - - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2020/worcestershire.pb.gz) + - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/devon.pb.gz) + - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/durham.pb.gz) + - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/east-sussex.pb.gz) + - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/east-yorkshire-with-hull.pb.gz) + - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/essex.pb.gz) + - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/gloucestershire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/hampshire.pb.gz) (Southampton) + - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/herefordshire.pb.gz) + - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/hertfordshire.pb.gz) + - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/isle-of-wight.pb.gz) + - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/kent.pb.gz) + - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/lancashire.pb.gz) + - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/leicestershire.pb.gz) + - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/lincolnshire.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/merseyside.pb.gz) (Liverpool) + - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/norfolk.pb.gz) + - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/northamptonshire.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/northumberland.pb.gz) (Newcastle) + - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/north-yorkshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/nottinghamshire.pb.gz) (Nottingham) + - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/oxfordshire.pb.gz) + - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/rutland.pb.gz) + - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/shropshire.pb.gz) + - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/somerset.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/south-yorkshire.pb.gz) (Sheffield) + - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/staffordshire.pb.gz) + - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/suffolk.pb.gz) + - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/surrey.pb.gz) + - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/tyne-and-wear.pb.gz) + - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/warwickshire.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/west-midlands.pb.gz) (Birmingham) + - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/west-sussex.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/west-yorkshire.pb.gz) (Leeds) + - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/wiltshire.pb.gz) + - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2020/worcestershire.pb.gz) - 2022: - - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/bedfordshire.pb.gz) - - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/berkshire.pb.gz) - - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/bristol.pb.gz) - - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/buckinghamshire.pb.gz) - - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/cambridgeshire.pb.gz) - - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/cheshire.pb.gz) - - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/cornwall.pb.gz) - - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/cumbria.pb.gz) - - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/derbyshire.pb.gz) + - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/bedfordshire.pb.gz) + - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/berkshire.pb.gz) + - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/bristol.pb.gz) + - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/buckinghamshire.pb.gz) + - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/cambridgeshire.pb.gz) + - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/cheshire.pb.gz) + - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/cornwall.pb.gz) + - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/cumbria.pb.gz) + - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/derbyshire.pb.gz) - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/dorset.pb.gz) - - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/devon.pb.gz) - - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/durham.pb.gz) - - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/east-sussex.pb.gz) - - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/east-yorkshire-with-hull.pb.gz) - - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/essex.pb.gz) - - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/greater-london.pb.gz) (London) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/greater-manchester.pb.gz) (Manchester) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/hampshire.pb.gz) (Southampton) - - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/herefordshire.pb.gz) - - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/hertfordshire.pb.gz) - - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/isle-of-wight.pb.gz) - - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/kent.pb.gz) - - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/lancashire.pb.gz) - - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/leicestershire.pb.gz) - - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/merseyside.pb.gz) (Liverpool) - - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/norfolk.pb.gz) - - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/northumberland.pb.gz) (Newcastle) - - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/nottinghamshire.pb.gz) (Nottingham) - - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/oxfordshire.pb.gz) - - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/rutland.pb.gz) - - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/shropshire.pb.gz) - - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/south-yorkshire.pb.gz) (Sheffield) - - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/staffordshire.pb.gz) - - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/suffolk.pb.gz) - - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/surrey.pb.gz) - - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/tyne-and-wear.pb.gz) - - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-midlands.pb.gz) (Birmingham) - - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/west-yorkshire.pb.gz) (Leeds) - - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/wiltshire.pb.gz) - - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2022/worcestershire.pb.gz) + - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/devon.pb.gz) + - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/durham.pb.gz) + - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/east-sussex.pb.gz) + - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/east-yorkshire-with-hull.pb.gz) + - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/essex.pb.gz) + - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/gloucestershire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/hampshire.pb.gz) (Southampton) + - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/herefordshire.pb.gz) + - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/hertfordshire.pb.gz) + - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/isle-of-wight.pb.gz) + - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/kent.pb.gz) + - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/lancashire.pb.gz) + - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/leicestershire.pb.gz) + - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/lincolnshire.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/merseyside.pb.gz) (Liverpool) + - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/norfolk.pb.gz) + - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/northamptonshire.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/northumberland.pb.gz) (Newcastle) + - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/north-yorkshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/nottinghamshire.pb.gz) (Nottingham) + - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/oxfordshire.pb.gz) + - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/rutland.pb.gz) + - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/shropshire.pb.gz) + - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/somerset.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/south-yorkshire.pb.gz) (Sheffield) + - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/staffordshire.pb.gz) + - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/suffolk.pb.gz) + - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/surrey.pb.gz) + - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/tyne-and-wear.pb.gz) + - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/warwickshire.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/west-midlands.pb.gz) (Birmingham) + - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/west-sussex.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/west-yorkshire.pb.gz) (Leeds) + - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/wiltshire.pb.gz) + - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2022/worcestershire.pb.gz) - 2032: - - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/bedfordshire.pb.gz) - - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/berkshire.pb.gz) - - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/bristol.pb.gz) - - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/buckinghamshire.pb.gz) - - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/cambridgeshire.pb.gz) - - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/cheshire.pb.gz) - - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/cornwall.pb.gz) - - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/cumbria.pb.gz) - - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/derbyshire.pb.gz) - - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/devon.pb.gz) + - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/bedfordshire.pb.gz) + - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/berkshire.pb.gz) + - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/bristol.pb.gz) + - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/buckinghamshire.pb.gz) + - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/cambridgeshire.pb.gz) + - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/cheshire.pb.gz) + - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/cornwall.pb.gz) + - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/cumbria.pb.gz) + - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/derbyshire.pb.gz) + - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/devon.pb.gz) - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/dorset.pb.gz) - - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/durham.pb.gz) - - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/east-sussex.pb.gz) - - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/east-yorkshire-with-hull.pb.gz) - - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/essex.pb.gz) - - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/greater-london.pb.gz) (London) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/greater-manchester.pb.gz) (Manchester) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/hampshire.pb.gz) (Southampton) - - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/herefordshire.pb.gz) - - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/hertfordshire.pb.gz) - - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/isle-of-wight.pb.gz) - - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/kent.pb.gz) - - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/lancashire.pb.gz) - - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/leicestershire.pb.gz) - - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/merseyside.pb.gz) (Liverpool) - - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/norfolk.pb.gz) - - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/northumberland.pb.gz) (Newcastle) - - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/nottinghamshire.pb.gz) (Nottingham) - - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/oxfordshire.pb.gz) - - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/rutland.pb.gz) - - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/shropshire.pb.gz) - - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/south-yorkshire.pb.gz) (Sheffield) - - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/staffordshire.pb.gz) - - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/suffolk.pb.gz) - - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/surrey.pb.gz) - - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/tyne-and-wear.pb.gz) - - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-midlands.pb.gz) (Birmingham) - - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/west-yorkshire.pb.gz) (Leeds) - - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/wiltshire.pb.gz) - - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2032/worcestershire.pb.gz) + - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/durham.pb.gz) + - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/east-sussex.pb.gz) + - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/east-yorkshire-with-hull.pb.gz) + - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/essex.pb.gz) + - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/gloucestershire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/hampshire.pb.gz) (Southampton) + - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/herefordshire.pb.gz) + - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/hertfordshire.pb.gz) + - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/isle-of-wight.pb.gz) + - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/kent.pb.gz) + - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/lancashire.pb.gz) + - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/leicestershire.pb.gz) + - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/lincolnshire.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/merseyside.pb.gz) (Liverpool) + - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/norfolk.pb.gz) + - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/northamptonshire.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/northumberland.pb.gz) (Newcastle) + - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/north-yorkshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/nottinghamshire.pb.gz) (Nottingham) + - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/oxfordshire.pb.gz) + - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/rutland.pb.gz) + - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/shropshire.pb.gz) + - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/somerset.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/south-yorkshire.pb.gz) (Sheffield) + - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/staffordshire.pb.gz) + - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/suffolk.pb.gz) + - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/surrey.pb.gz) + - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/tyne-and-wear.pb.gz) + - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/warwickshire.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/west-midlands.pb.gz) (Birmingham) + - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/west-sussex.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/west-yorkshire.pb.gz) (Leeds) + - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/wiltshire.pb.gz) + - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2032/worcestershire.pb.gz) - 2039: - - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/bedfordshire.pb.gz) - - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/berkshire.pb.gz) - - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/bristol.pb.gz) - - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/buckinghamshire.pb.gz) - - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/cambridgeshire.pb.gz) - - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/cheshire.pb.gz) - - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/cornwall.pb.gz) - - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/cumbria.pb.gz) - - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/derbyshire.pb.gz) - - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/devon.pb.gz) + - [bedfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/bedfordshire.pb.gz) + - [berkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/berkshire.pb.gz) + - [bristol.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/bristol.pb.gz) + - [buckinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/buckinghamshire.pb.gz) + - [cambridgeshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/cambridgeshire.pb.gz) + - [cheshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/cheshire.pb.gz) + - [cornwall.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/cornwall.pb.gz) + - [cumbria.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/cumbria.pb.gz) + - [derbyshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/derbyshire.pb.gz) + - [devon.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/devon.pb.gz) - [dorset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/dorset.pb.gz) - - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/durham.pb.gz) - - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/east-sussex.pb.gz) - - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/east-yorkshire-with-hull.pb.gz) - - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/essex.pb.gz) - - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/gloucestershire.pb.gz) - - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/greater-london.pb.gz) (London) - - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/greater-manchester.pb.gz) (Manchester) - - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/hampshire.pb.gz) (Southampton) - - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/herefordshire.pb.gz) - - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/hertfordshire.pb.gz) - - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/isle-of-wight.pb.gz) - - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/kent.pb.gz) - - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/lancashire.pb.gz) - - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/leicestershire.pb.gz) - - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/lincolnshire.pb.gz) - - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/merseyside.pb.gz) (Liverpool) - - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/norfolk.pb.gz) - - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/northamptonshire.pb.gz) - - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/northumberland.pb.gz) (Newcastle) - - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/north-yorkshire.pb.gz) - - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/nottinghamshire.pb.gz) (Nottingham) - - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/oxfordshire.pb.gz) - - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/rutland.pb.gz) - - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/shropshire.pb.gz) - - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/somerset.pb.gz) - - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/south-yorkshire.pb.gz) (Sheffield) - - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/staffordshire.pb.gz) - - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/suffolk.pb.gz) - - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/surrey.pb.gz) - - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/tyne-and-wear.pb.gz) - - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/warwickshire.pb.gz) - - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-midlands.pb.gz) (Birmingham) - - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-sussex.pb.gz) - - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/west-yorkshire.pb.gz) (Leeds) - - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/wiltshire.pb.gz) - - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/England/2039/worcestershire.pb.gz) + - [durham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/durham.pb.gz) + - [east-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/east-sussex.pb.gz) + - [east-yorkshire-with-hull.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/east-yorkshire-with-hull.pb.gz) + - [essex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/essex.pb.gz) + - [gloucestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/gloucestershire.pb.gz) + - [greater-london.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/greater-london.pb.gz) (London) + - [greater-manchester.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/greater-manchester.pb.gz) (Manchester) + - [hampshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/hampshire.pb.gz) (Southampton) + - [herefordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/herefordshire.pb.gz) + - [hertfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/hertfordshire.pb.gz) + - [isle-of-wight.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/isle-of-wight.pb.gz) + - [kent.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/kent.pb.gz) + - [lancashire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/lancashire.pb.gz) + - [leicestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/leicestershire.pb.gz) + - [lincolnshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/lincolnshire.pb.gz) + - [merseyside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/merseyside.pb.gz) (Liverpool) + - [norfolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/norfolk.pb.gz) + - [northamptonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/northamptonshire.pb.gz) + - [northumberland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/northumberland.pb.gz) (Newcastle) + - [north-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/north-yorkshire.pb.gz) + - [nottinghamshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/nottinghamshire.pb.gz) (Nottingham) + - [oxfordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/oxfordshire.pb.gz) + - [rutland.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/rutland.pb.gz) + - [shropshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/shropshire.pb.gz) + - [somerset.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/somerset.pb.gz) + - [south-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/south-yorkshire.pb.gz) (Sheffield) + - [staffordshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/staffordshire.pb.gz) + - [suffolk.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/suffolk.pb.gz) + - [surrey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/surrey.pb.gz) + - [tyne-and-wear.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/tyne-and-wear.pb.gz) + - [warwickshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/warwickshire.pb.gz) + - [west-midlands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/west-midlands.pb.gz) (Birmingham) + - [west-sussex.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/west-sussex.pb.gz) + - [west-yorkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/west-yorkshire.pb.gz) (Leeds) + - [wiltshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/wiltshire.pb.gz) + - [worcestershire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/England/2039/worcestershire.pb.gz) ## Citing diff --git a/docs/outputs.qmd b/docs/outputs.qmd index bf11988..5c0debd 100644 --- a/docs/outputs.qmd +++ b/docs/outputs.qmd @@ -14,13 +14,14 @@ One of the advantages of using SPC is that help researches to mimic the populati - [Wales](wales_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) - [Scotland](scotland_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) -We also included some special areas for your testing: +We also included some special areas for your testing: -- [special/2012/northwest_transpennine.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/special/2012/northwest_transpennine.pb.gz) -- [special/2020/northwest_transpennine.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/special/2020/northwest_transpennine.pb.gz) -- [special/2022/northwest_transpennine.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/special/2022/northwest_transpennine.pb.gz) -- [special/2032/northwest_transpennine.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/special/2032/northwest_transpennine.pb.gz) -- [special/2039/northwest_transpennine.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/special/2039/northwest_transpennine.pb.gz) +- North West Transpennine: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/northwest_transpennine.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/northwest_transpennine.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/northwest_transpennine.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/northwest_transpennine.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/northwest_transpennine.pb.gz) +- Birmingham: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/birmingham.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/birmingham.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/birmingham.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/birmingham.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/birmingham.pb.gz) +- Liverpool: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/liverpool.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/liverpool.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/liverpool.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/liverpool.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/liverpool.pb.gz) +- Manchester: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/manchester.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/manchester.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/manchester.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/manchester.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/manchester.pb.gz) +- Oxford: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/oxford.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/oxford.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/oxford.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/oxford.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/oxford.pb.gz) +- Oxford-Cambridge arc: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/oxford_cambridge_arc.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/oxford_cambridge_arc.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/oxford_cambridge_arc.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/oxford_cambridge_arc.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/oxford_cambridge_arc.pb.gz) ## Citing diff --git a/docs/scotland_outputs.qmd b/docs/scotland_outputs.qmd index e3287d4..0ed7515 100644 --- a/docs/scotland_outputs.qmd +++ b/docs/scotland_outputs.qmd @@ -5,20 +5,80 @@ toc: true Police divisions are a convenient grouping of unitary districts. Check the year you would like to explore and pick the corresponding file based on the region you are interested. Remember if you want to explore the data you can load the output in our [SPC explorer](https://alan-turing-institute.github.io/uatk-spc/app/) -- 2012: - - TBC soon +- 2012: + - [argyll-and-west-dunbartonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/argyll-and-west-dunbartonshire.pb.gz) + - [ayrshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/ayrshire.pb.gz) + - [dumfries-and-galloway.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/dumfries-and-galloway.pb.gz) + - [edinburgh.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/edinburgh.pb.gz) + - [fife.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/fife.pb.gz) + - [forth-valley.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/forth-valley.pb.gz) + - [greater-glasgow.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/greater-glasgow.pb.gz) + - [highlands-and-islands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/highlands-and-islands.pb.gz) + - [lanarkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/lanarkshire.pb.gz) + - [north-east.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/north-east.pb.gz) + - [renfrewshire-and-inverclyde.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/renfrewshire-and-inverclyde.pb.gz) + - [tayside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/tayside.pb.gz) + - [the-lothians-and-scottish-borders.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2012/the-lothians-and-scottish-borders.pb.gz) -- 2020: - - TBC soon +- 2020: + - [argyll-and-west-dunbartonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/argyll-and-west-dunbartonshire.pb.gz) + - [ayrshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/ayrshire.pb.gz) + - [dumfries-and-galloway.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/dumfries-and-galloway.pb.gz) + - [edinburgh.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/edinburgh.pb.gz) + - [fife.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/fife.pb.gz) + - [forth-valley.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/forth-valley.pb.gz) + - [greater-glasgow.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/greater-glasgow.pb.gz) + - [highlands-and-islands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/highlands-and-islands.pb.gz) + - [lanarkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/lanarkshire.pb.gz) + - [north-east.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/north-east.pb.gz) + - [renfrewshire-and-inverclyde.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/renfrewshire-and-inverclyde.pb.gz) + - [tayside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/tayside.pb.gz) + - [the-lothians-and-scottish-borders.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2020/the-lothians-and-scottish-borders.pb.gz) - 2022: - - TBC soon + - [argyll-and-west-dunbartonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/argyll-and-west-dunbartonshire.pb.gz) + - [ayrshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/ayrshire.pb.gz) + - [dumfries-and-galloway.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/dumfries-and-galloway.pb.gz) + - [edinburgh.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/edinburgh.pb.gz) + - [fife.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/fife.pb.gz) + - [forth-valley.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/forth-valley.pb.gz) + - [greater-glasgow.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/greater-glasgow.pb.gz) + - [highlands-and-islands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/highlands-and-islands.pb.gz) + - [lanarkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/lanarkshire.pb.gz) + - [north-east.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/north-east.pb.gz) + - [renfrewshire-and-inverclyde.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/renfrewshire-and-inverclyde.pb.gz) + - [tayside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/tayside.pb.gz) + - [the-lothians-and-scottish-borders.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2022/the-lothians-and-scottish-borders.pb.gz) - 2032: - - TBC soon + - [argyll-and-west-dunbartonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/argyll-and-west-dunbartonshire.pb.gz) + - [ayrshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/ayrshire.pb.gz) + - [dumfries-and-galloway.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/dumfries-and-galloway.pb.gz) + - [edinburgh.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/edinburgh.pb.gz) + - [fife.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/fife.pb.gz) + - [forth-valley.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/forth-valley.pb.gz) + - [greater-glasgow.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/greater-glasgow.pb.gz) + - [highlands-and-islands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/highlands-and-islands.pb.gz) + - [lanarkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/lanarkshire.pb.gz) + - [north-east.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/north-east.pb.gz) + - [renfrewshire-and-inverclyde.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/renfrewshire-and-inverclyde.pb.gz) + - [tayside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/tayside.pb.gz) + - [the-lothians-and-scottish-borders.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2032/the-lothians-and-scottish-borders.pb.gz) - 2039: - - TBC soon + - [argyll-and-west-dunbartonshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/argyll-and-west-dunbartonshire.pb.gz) + - [ayrshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/ayrshire.pb.gz) + - [dumfries-and-galloway.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/dumfries-and-galloway.pb.gz) + - [edinburgh.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/edinburgh.pb.gz) + - [fife.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/fife.pb.gz) + - [forth-valley.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/forth-valley.pb.gz) + - [greater-glasgow.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/greater-glasgow.pb.gz) + - [highlands-and-islands.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/highlands-and-islands.pb.gz) + - [lanarkshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/lanarkshire.pb.gz) + - [north-east.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/north-east.pb.gz) + - [renfrewshire-and-inverclyde.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/renfrewshire-and-inverclyde.pb.gz) + - [tayside.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/tayside.pb.gz) + - [the-lothians-and-scottish-borders.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Scotland/2039/the-lothians-and-scottish-borders.pb.gz) ## Citing diff --git a/docs/wales_outputs.qmd b/docs/wales_outputs.qmd index f7b03c9..53f9bc7 100644 --- a/docs/wales_outputs.qmd +++ b/docs/wales_outputs.qmd @@ -5,75 +5,75 @@ toc: true International Territorial Level (ITL) regions are a post-brexit renaming of the former Nomenclature of Territorial Units for Statistics (NUTS) regions. In wales, the level 3 represents a grouping of the 22 unitary districts into 12 regions. Check the year you would like to explore and pick the corresponding file based on the region you are interested. Remember if you want to explore the data you can load the output in our [SPC explorer](https://alan-turing-institute.github.io/uatk-spc/app/) -- 2012: - - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/bridgend-and-neath-port-talbot.pb.gz) - - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/cardiff-and-vale-of-glamorgan.pb.gz) - - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/central-valleys.pb.gz) - - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/conwy-and-denbighshire.pb.gz) - - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/flintshire-and-wrexham.pb.gz) - - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/gwent-valleys.pb.gz) - - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/gwynedd.pb.gz) - - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/isle-of-anglesey.pb.gz) - - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/monmouthshire-and-newport.pb.gz) - - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/powys.pb.gz) - - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/south-west-wales.pb.gz) - - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2012/swansea.pb.gz) +- 2012: + - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/bridgend-and-neath-port-talbot.pb.gz) + - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/cardiff-and-vale-of-glamorgan.pb.gz) + - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/central-valleys.pb.gz) + - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/conwy-and-denbighshire.pb.gz) + - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/flintshire-and-wrexham.pb.gz) + - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/gwent-valleys.pb.gz) + - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/gwynedd.pb.gz) + - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/isle-of-anglesey.pb.gz) + - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/monmouthshire-and-newport.pb.gz) + - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/powys.pb.gz) + - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/south-west-wales.pb.gz) + - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2012/swansea.pb.gz) -- 2020: - - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/bridgend-and-neath-port-talbot.pb.gz) - - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/cardiff-and-vale-of-glamorgan.pb.gz) - - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/central-valleys.pb.gz) - - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/conwy-and-denbighshire.pb.gz) - - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/flintshire-and-wrexham.pb.gz) - - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/gwent-valleys.pb.gz) - - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/gwynedd.pb.gz) - - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/isle-of-anglesey.pb.gz) - - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/monmouthshire-and-newport.pb.gz) - - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/powys.pb.gz) - - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/south-west-wales.pb.gz) - - [Wales/2020/swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2020/swansea.pb.gz) +- 2020: + - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/bridgend-and-neath-port-talbot.pb.gz) + - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/cardiff-and-vale-of-glamorgan.pb.gz) + - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/central-valleys.pb.gz) + - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/conwy-and-denbighshire.pb.gz) + - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/flintshire-and-wrexham.pb.gz) + - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/gwent-valleys.pb.gz) + - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/gwynedd.pb.gz) + - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/isle-of-anglesey.pb.gz) + - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/monmouthshire-and-newport.pb.gz) + - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/powys.pb.gz) + - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/south-west-wales.pb.gz) + - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2020/swansea.pb.gz) - 2022: - - [Wales/2022/bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/bridgend-and-neath-port-talbot.pb.gz) - - [Wales/2022/cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/cardiff-and-vale-of-glamorgan.pb.gz) - - [Wales/2022/central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/central-valleys.pb.gz) - - [Wales/2022/conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/conwy-and-denbighshire.pb.gz) - - [Wales/2022/flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/flintshire-and-wrexham.pb.gz) - - [Wales/2022/gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/gwent-valleys.pb.gz) - - [Wales/2022/gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/gwynedd.pb.gz) - - [Wales/2022/isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/isle-of-anglesey.pb.gz) - - [Wales/2022/monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/monmouthshire-and-newport.pb.gz) - - [Wales/2022/powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/powys.pb.gz) - - [Wales/2022/south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/south-west-wales.pb.gz) - - [Wales/2022/swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2022/swansea.pb.gz) + - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/bridgend-and-neath-port-talbot.pb.gz) + - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/cardiff-and-vale-of-glamorgan.pb.gz) + - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/central-valleys.pb.gz) + - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/conwy-and-denbighshire.pb.gz) + - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/flintshire-and-wrexham.pb.gz) + - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/gwent-valleys.pb.gz) + - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/gwynedd.pb.gz) + - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/isle-of-anglesey.pb.gz) + - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/monmouthshire-and-newport.pb.gz) + - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/powys.pb.gz) + - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/south-west-wales.pb.gz) + - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2022/swansea.pb.gz) - 2032: - - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/bridgend-and-neath-port-talbot.pb.gz) - - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/cardiff-and-vale-of-glamorgan.pb.gz) - - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/central-valleys.pb.gz) - - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/conwy-and-denbighshire.pb.gz) - - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/flintshire-and-wrexham.pb.gz) - - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/gwent-valleys.pb.gz) - - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/gwynedd.pb.gz) - - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/isle-of-anglesey.pb.gz) - - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/monmouthshire-and-newport.pb.gz) - - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/powys.pb.gz) - - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/south-west-wales.pb.gz) - - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2032/swansea.pb.gz) + - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/bridgend-and-neath-port-talbot.pb.gz) + - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/cardiff-and-vale-of-glamorgan.pb.gz) + - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/central-valleys.pb.gz) + - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/conwy-and-denbighshire.pb.gz) + - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/flintshire-and-wrexham.pb.gz) + - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/gwent-valleys.pb.gz) + - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/gwynedd.pb.gz) + - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/isle-of-anglesey.pb.gz) + - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/monmouthshire-and-newport.pb.gz) + - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/powys.pb.gz) + - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/south-west-wales.pb.gz) + - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2032/swansea.pb.gz) - 2039: - - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/bridgend-and-neath-port-talbot.pb.gz) - - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/cardiff-and-vale-of-glamorgan.pb.gz) - - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/central-valleys.pb.gz) - - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/conwy-and-denbighshire.pb.gz) - - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/flintshire-and-wrexham.pb.gz) - - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/gwent-valleys.pb.gz) - - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/gwynedd.pb.gz) - - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/isle-of-anglesey.pb.gz) - - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/monmouthshire-and-newport.pb.gz) - - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/powys.pb.gz) - - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/south-west-wales.pb.gz) - - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2/Wales/2039/swansea.pb.gz) + - [bridgend-and-neath-port-talbot.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/bridgend-and-neath-port-talbot.pb.gz) + - [cardiff-and-vale-of-glamorgan.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/cardiff-and-vale-of-glamorgan.pb.gz) + - [central-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/central-valleys.pb.gz) + - [conwy-and-denbighshire.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/conwy-and-denbighshire.pb.gz) + - [flintshire-and-wrexham.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/flintshire-and-wrexham.pb.gz) + - [gwent-valleys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/gwent-valleys.pb.gz) + - [gwynedd.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/gwynedd.pb.gz) + - [isle-of-anglesey.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/isle-of-anglesey.pb.gz) + - [monmouthshire-and-newport.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/monmouthshire-and-newport.pb.gz) + - [powys.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/powys.pb.gz) + - [south-west-wales.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/south-west-wales.pb.gz) + - [swansea.pb.gz](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/Wales/2039/swansea.pb.gz) ## Citing From 7652db833ec158a4df4d1bdee1d2b9e9bf01c6c0 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Fri, 21 Jul 2023 10:09:59 +0100 Subject: [PATCH 40/46] Add detectCores() instead of const --- scripts/data_prep/SPC_loadWorkspace.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/data_prep/SPC_loadWorkspace.R b/scripts/data_prep/SPC_loadWorkspace.R index 368ac0f..9b8bf6f 100644 --- a/scripts/data_prep/SPC_loadWorkspace.R +++ b/scripts/data_prep/SPC_loadWorkspace.R @@ -10,7 +10,7 @@ library(rgdal) set.seed(10091989) -cores <- 4 +cores <- detectCores() source("SPC_functions.R") From 028b628dc1f3c0c20d586548553eb3ecbd5dc217 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Fri, 21 Jul 2023 12:45:11 +0100 Subject: [PATCH 41/46] Update manifest --- data/manifest.csv | 10166 +++++++++++++++++++++++--------------------- 1 file changed, 5242 insertions(+), 4924 deletions(-) diff --git a/data/manifest.csv b/data/manifest.csv index 74040c6..4c5570e 100644 --- a/data/manifest.csv +++ b/data/manifest.csv @@ -1,4934 +1,5252 @@ file,bytes,checksum -data/raw_data/countydata-v2/Wales/2012/pop_powys_2012.csv.gz,7541354,3a1e8e186ee9ecd5f6c6807cdb1302ae -data/raw_data/countydata-v2/Wales/2012/pop_flintshire-and-wrexham_2012.csv.gz,16498127,477545edafe19d9ff4dfdfe3b8a1ec38 -data/raw_data/countydata-v2/Wales/2012/pop_south-west-wales_2012.csv.gz,21747245,9563061122234ed751a435dbacf81a5d -data/raw_data/countydata-v2/Wales/2012/pop_cardiff-and-vale-of-glamorgan_2012.csv,139787023,b951985b32ab1ffe3292e965af7675f5 -data/raw_data/countydata-v2/Wales/2012/pop_bridgend-and-neath-port-talbot_2012.csv,81906583,1af64d61548fb8f74b115fdbe31bff1a 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data/raw_data/nationaldata-v2/QUANT_RAMP/secondaryPopulation.csv,801281,5e64cc5923566e0774ef327508a46627 -data/raw_data/nationaldata-v2/QUANT_RAMP/retailpointsProbSij.npy,960219392,ddb4c237e6a98a3fe59dde54f26e3bbc -data/raw_data/nationaldata-v2/QUANT_RAMP/secondaryProbPij.npy,243024416,0a313214e09ddebae01a88fb75102b04 data/raw_data/nationaldata-v2/QUANT_RAMP/add_msoa_to_venue.py,3078,a0b4fdc87012019685c20d6b1c474588 +data/raw_data/nationaldata-v2/QUANT_RAMP/hospitalProbHij.npy,75991616,546c46eefc0ef018c7f9a7934ae695b0 +data/raw_data/nationaldata-v2/QUANT_RAMP/secondaryProbPij.npy,243024416,0a313214e09ddebae01a88fb75102b04 +data/raw_data/nationaldata-v2/QUANT_RAMP/primaryPopulation.csv,801281,5e64cc5923566e0774ef327508a46627 +data/raw_data/nationaldata-v2/QUANT_RAMP/hospitalZones.csv,59267,1f6f687f3040ab580e337ee93ff29e5b data/raw_data/nationaldata-v2/QUANT_RAMP/hospitalPopulation.csv,685911,3b96e97224d0ae3af9cf189d0beb4420 -data/raw_data/nationaldata-v2/QUANT_RAMP/primaryProbPij.npy,1264860224,6b1d0de03b22518fe437b5b1d19fc59c -data/raw_data/nationaldata-v2/QUANT_RAMP/retailpointsZones.csv,861564,f1613d41418e7c1a771ce30a5b20befa +data/raw_data/nationaldata-v2/QUANT_RAMP/retailpointsProbSij.npy,960219392,ddb4c237e6a98a3fe59dde54f26e3bbc data/raw_data/nationaldata-v2/QUANT_RAMP/retailpointsPopulation.csv,704249,801b6c2781553745d3dfa676a579a790 +data/raw_data/nationaldata-v2/QUANT_RAMP/retailpointsZones.csv,861564,f1613d41418e7c1a771ce30a5b20befa data/raw_data/nationaldata-v2/QUANT_RAMP/primaryZones.csv,984659,c130fe3429bc1bbb798c0aa0fe565189 -data/raw_data/referencedata/lookUp-GB.csv,77091169,abeb1c6b9aad8444bc7f0ef7fcf18959 +data/raw_data/nationaldata-v2/timeAtHomeIncreaseCTY.csv.gz,849838,a49a680633c05459abd2e0d84e39d14d +data/raw_data/nationaldata-v2/diariesRef.csv.gz,334914,519af0facb07dbea83b1c340d85d6abb +data/raw_data/nationaldata-v2/businessRegistry.csv,193297768,60ff1064aa3ff94d20795471cff47087 +data/raw_data/nationaldata-v2/timeAtHomeIncreaseCTY.csv,5391854,3ff46decc8a8ef3ab182c592ab197146 +data/raw_data/nationaldata-v2/diariesRef.csv,1721085,f883ca126eebea73749c33c8a68b60bb +data/raw_data/nationaldata-v2/GIS/MSOA_2011_Pop20.geojson,159895755,519113f9ef4a83977cd3fc03467d8354 data/raw_data/referencedata/lookUp-GB.csv.gz,1413441,04863d409141b6839591f17e0164167c +data/raw_data/referencedata/lookUp-GB.csv,77091169,abeb1c6b9aad8444bc7f0ef7fcf18959 From 23162264f5e304f9fdf5cc6c4222950372af7e73 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 25 Jul 2023 09:54:00 +0100 Subject: [PATCH 42/46] Remove special areas no longer required --- config/special/birmingham.txt | 132 ---------------------------------- config/special/liverpool.txt | 61 ---------------- config/special/manchester.txt | 57 --------------- config/special/oxford.txt | 18 ----- docs/outputs.qmd | 6 +- 5 files changed, 1 insertion(+), 273 deletions(-) delete mode 100644 config/special/birmingham.txt delete mode 100644 config/special/liverpool.txt delete mode 100644 config/special/manchester.txt delete mode 100644 config/special/oxford.txt diff --git a/config/special/birmingham.txt b/config/special/birmingham.txt deleted file mode 100644 index 16b4d66..0000000 --- a/config/special/birmingham.txt +++ /dev/null @@ -1,132 +0,0 @@ -"E02001827" -"E02001828" -"E02001829" -"E02001830" -"E02001831" -"E02001832" -"E02001833" -"E02001834" -"E02001835" -"E02001836" -"E02001837" -"E02001838" -"E02001839" -"E02001840" -"E02001841" -"E02001842" -"E02001843" -"E02001844" -"E02001845" -"E02001846" -"E02001847" -"E02001848" -"E02001849" -"E02001850" -"E02001851" -"E02001852" -"E02001854" -"E02001855" -"E02001856" -"E02001857" -"E02001858" -"E02001859" -"E02001860" -"E02001861" -"E02001862" -"E02001863" -"E02001864" -"E02001865" -"E02001866" -"E02001867" -"E02001868" -"E02001869" -"E02001870" -"E02001871" -"E02001872" -"E02001873" -"E02001874" -"E02001875" -"E02001876" -"E02001877" -"E02001878" -"E02001879" -"E02001880" -"E02001881" -"E02001882" -"E02001883" -"E02001884" -"E02001886" -"E02001888" -"E02001889" -"E02001890" -"E02001892" -"E02001893" -"E02001895" -"E02001896" -"E02001897" -"E02001898" -"E02001899" -"E02001900" -"E02001901" -"E02001902" -"E02001903" -"E02001904" -"E02001905" -"E02001906" -"E02001907" -"E02001908" -"E02001909" -"E02001910" -"E02001911" -"E02001913" -"E02001914" -"E02001915" -"E02001916" -"E02001918" -"E02001919" -"E02001920" -"E02001921" -"E02001922" -"E02001923" -"E02001924" -"E02001925" -"E02001926" -"E02001927" -"E02001928" -"E02001929" -"E02001930" -"E02001931" -"E02001932" -"E02001933" -"E02001934" -"E02001935" -"E02001936" -"E02001937" -"E02001938" -"E02001939" -"E02001941" -"E02001942" -"E02001943" -"E02001944" -"E02001945" -"E02001946" -"E02001947" -"E02001948" -"E02001949" -"E02001950" -"E02001951" -"E02001952" -"E02001953" -"E02001954" -"E02001955" -"E02001956" -"E02001957" -"E02006807" -"E02006809" -"E02006895" -"E02006896" -"E02006897" -"E02006898" -"E02006899" -"E02006900" -"E02006901" diff --git a/config/special/liverpool.txt b/config/special/liverpool.txt deleted file mode 100644 index df13f5c..0000000 --- a/config/special/liverpool.txt +++ /dev/null @@ -1,61 +0,0 @@ -"E02001347" -"E02001348" -"E02001349" -"E02001350" -"E02001351" -"E02001352" -"E02001353" -"E02001354" -"E02001355" -"E02001356" -"E02001357" -"E02001358" -"E02001359" -"E02001360" -"E02001361" -"E02001362" -"E02001363" -"E02001364" -"E02001365" -"E02001366" -"E02001367" -"E02001368" -"E02001369" -"E02001370" -"E02001371" -"E02001372" -"E02001373" -"E02001374" -"E02001375" -"E02001376" -"E02001377" -"E02001378" -"E02001380" -"E02001381" -"E02001382" -"E02001383" -"E02001384" -"E02001385" -"E02001386" -"E02001387" -"E02001388" -"E02001389" -"E02001390" -"E02001391" -"E02001392" -"E02001393" -"E02001394" -"E02001395" -"E02001396" -"E02001397" -"E02001398" -"E02001399" -"E02001400" -"E02001401" -"E02001402" -"E02001403" -"E02001404" -"E02001405" -"E02006932" -"E02006933" -"E02006934" diff --git a/config/special/manchester.txt b/config/special/manchester.txt deleted file mode 100644 index 4ac71c3..0000000 --- a/config/special/manchester.txt +++ /dev/null @@ -1,57 +0,0 @@ -"E02001045" -"E02001046" -"E02001047" -"E02001048" -"E02001049" -"E02001050" -"E02001051" -"E02001052" -"E02001053" -"E02001055" -"E02001056" -"E02001057" -"E02001059" -"E02001061" -"E02001062" -"E02001063" -"E02001064" -"E02001065" -"E02001066" -"E02001067" -"E02001068" -"E02001069" -"E02001070" -"E02001071" -"E02001072" -"E02001073" -"E02001074" -"E02001075" -"E02001076" -"E02001077" -"E02001078" -"E02001079" -"E02001080" -"E02001081" -"E02001082" -"E02001083" -"E02001084" -"E02001085" -"E02001086" -"E02001087" -"E02001088" -"E02001089" -"E02001090" -"E02001091" -"E02001092" -"E02001093" -"E02001094" -"E02001095" -"E02001096" -"E02001097" -"E02006902" -"E02006912" -"E02006913" -"E02006914" -"E02006915" -"E02006916" -"E02006917" diff --git a/config/special/oxford.txt b/config/special/oxford.txt deleted file mode 100644 index 5980272..0000000 --- a/config/special/oxford.txt +++ /dev/null @@ -1,18 +0,0 @@ -"E02005940" -"E02005941" -"E02005942" -"E02005943" -"E02005944" -"E02005945" -"E02005946" -"E02005947" -"E02005948" -"E02005949" -"E02005950" -"E02005951" -"E02005952" -"E02005953" -"E02005954" -"E02005955" -"E02005956" -"E02005957" diff --git a/docs/outputs.qmd b/docs/outputs.qmd index 5c0debd..fa14eda 100644 --- a/docs/outputs.qmd +++ b/docs/outputs.qmd @@ -14,13 +14,9 @@ One of the advantages of using SPC is that help researches to mimic the populati - [Wales](wales_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) - [Scotland](scotland_outputs.qmd) (Available years: 2012, 2020, 2022, 2032 & 2039) -We also included some special areas for your testing: +We also include two special areas for your testing: - North West Transpennine: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/northwest_transpennine.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/northwest_transpennine.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/northwest_transpennine.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/northwest_transpennine.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/northwest_transpennine.pb.gz) -- Birmingham: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/birmingham.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/birmingham.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/birmingham.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/birmingham.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/birmingham.pb.gz) -- Liverpool: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/liverpool.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/liverpool.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/liverpool.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/liverpool.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/liverpool.pb.gz) -- Manchester: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/manchester.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/manchester.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/manchester.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/manchester.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/manchester.pb.gz) -- Oxford: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/oxford.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/oxford.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/oxford.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/oxford.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/oxford.pb.gz) - Oxford-Cambridge arc: [2012](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2012/oxford_cambridge_arc.pb.gz), [2020](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2020/oxford_cambridge_arc.pb.gz), [2022](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2022/oxford_cambridge_arc.pb.gz), [2032](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2032/oxford_cambridge_arc.pb.gz), [2039](https://ramp0storage.blob.core.windows.net/spc-output/v2.1/special/2039/oxford_cambridge_arc.pb.gz) ## Citing From 656ca2942539c84d6269fc285580eed6f3c239dd Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 25 Jul 2023 10:10:30 +0100 Subject: [PATCH 43/46] Update script for macos or linux --- data/generate_manifest.sh | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/data/generate_manifest.sh b/data/generate_manifest.sh index 2772d38..4edea24 100755 --- a/data/generate_manifest.sh +++ b/data/generate_manifest.sh @@ -10,9 +10,13 @@ set -e manifest=data/manifest.csv echo 'file,bytes,checksum' > $manifest -for file in `find data/raw_data/ -type f`; do +for file in `find data/raw_data -type f`; do echo $file checksum=`md5sum $file | cut -d ' ' -f1` - bytes=`stat -c %s $file` + if [[ `uname -s` == 'Darwin' ]]; then + bytes=`stat -f %z $file` + else + bytes=`stat -c %s $file` + fi echo "$file,$bytes,$checksum" >> $manifest done From deade6f8f4a9e98fdf1698afc13ee9fa842a9d32 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 25 Jul 2023 10:15:02 +0100 Subject: [PATCH 44/46] Add v2.1 release date --- docs/outputs.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/outputs.qmd b/docs/outputs.qmd index fa14eda..e762f7a 100644 --- a/docs/outputs.qmd +++ b/docs/outputs.qmd @@ -49,7 +49,7 @@ update. - adding time-use diaries - expanding to Wales - adding multiple years of output -- v2.1, released XX/07/2023, [schema](https://github.com/alan-turing-institute/uatk-spc/blob/f550a323afadd03bd3bfdd797b66ff2276a2a6d5/synthpop.proto) +- v2.1, released 25/07/2023, [schema](https://github.com/alan-turing-institute/uatk-spc/blob/f550a323afadd03bd3bfdd797b66ff2276a2a6d5/synthpop.proto) - expanding to Scotland - adding special areas: Birmingham, Liverpool, Manchester, Oxford, Oxford-Cambridge arc - adding previously missing LADs to their counties: From 6031956e0fcf520f35ae7007e78ec67417088b01 Mon Sep 17 00:00:00 2001 From: Sam Greenbury Date: Tue, 25 Jul 2023 10:20:42 +0100 Subject: [PATCH 45/46] Fix indentation --- scripts/upload_data.sh | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/upload_data.sh b/scripts/upload_data.sh index fd32887..f6ddcda 100755 --- a/scripts/upload_data.sh +++ b/scripts/upload_data.sh @@ -7,13 +7,13 @@ set -e VERSION=$1 if [ "$VERSION" == "" ]; then - echo Pass a version - exit 1 + echo Pass a version + exit 1 fi if [ "$SAS_TOKEN" == "" ]; then - echo Get a SAS token for access authorization. - exit 1 + echo Get a SAS token for access authorization. + exit 1 fi # This modifies the local copy of data/output in-place, then undoes that later. From e1b82a719166bb8878232122b606d400e80893a6 Mon Sep 17 00:00:00 2001 From: Hadrien Salat Date: Tue, 25 Jul 2023 12:14:15 +0100 Subject: [PATCH 46/46] Remove special areas not added from release notes --- docs/outputs.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/outputs.qmd b/docs/outputs.qmd index e762f7a..65f7fa5 100644 --- a/docs/outputs.qmd +++ b/docs/outputs.qmd @@ -51,7 +51,7 @@ update. - adding multiple years of output - v2.1, released 25/07/2023, [schema](https://github.com/alan-turing-institute/uatk-spc/blob/f550a323afadd03bd3bfdd797b66ff2276a2a6d5/synthpop.proto) - expanding to Scotland - - adding special areas: Birmingham, Liverpool, Manchester, Oxford, Oxford-Cambridge arc + - adding special area: Oxford-Cambridge arc - adding previously missing LADs to their counties: - Greater London (E09000001) - Cornwall (E06000053)